# LaunchDarkly | Documentation ## Docs - [Onboarding](https://launchdarkly.com/docs/home/onboarding.mdx): Quickstart guides to get up and running with LaunchDarkly SDKs in minutes. - [Set up .NET (server-side) SDK](https://launchdarkly.com/docs/home/onboarding/dotnet-server.mdx): Install and initialize the LaunchDarkly .NET (server-side) SDK - [Set up Android SDK](https://launchdarkly.com/docs/home/onboarding/android.mdx): Install and initialize the LaunchDarkly Android SDK - [Set up Go SDK](https://launchdarkly.com/docs/home/onboarding/go.mdx): Install and initialize the LaunchDarkly Go SDK - [Set up iOS SDK](https://launchdarkly.com/docs/home/onboarding/ios.mdx): Install and initialize the LaunchDarkly iOS SDK - [Set up Java SDK](https://launchdarkly.com/docs/home/onboarding/java.mdx): Install and initialize the LaunchDarkly Java SDK - [Set up JavaScript SDK](https://launchdarkly.com/docs/home/onboarding/javascript.mdx): Install and initialize the LaunchDarkly JavaScript SDK - [Set up Node.js (client-side) SDK](https://launchdarkly.com/docs/home/onboarding/node-client.mdx): Install and initialize the LaunchDarkly Node.js (client-side) SDK - [Set up Node.js (server-side) SDK](https://launchdarkly.com/docs/home/onboarding/node-server.mdx): Install and initialize the LaunchDarkly Node.js (server-side) SDK - [Set up Python SDK](https://launchdarkly.com/docs/home/onboarding/python.mdx): Install and initialize the LaunchDarkly Python SDK - [Set up React Native SDK](https://launchdarkly.com/docs/home/onboarding/react-native.mdx): Install and initialize the LaunchDarkly React Native SDK - [Set up React Web SDK](https://launchdarkly.com/docs/home/onboarding/react-web.mdx): Install and initialize the LaunchDarkly React Web SDK - [Set up Vue SDK](https://launchdarkly.com/docs/home/onboarding/vue.mdx): Install and initialize the LaunchDarkly Vue SDK - [Overview](https://launchdarkly.com/docs/home.mdx) - [Get started](https://launchdarkly.com/docs/home/getting-started.mdx): This topic describes how to get started with LaunchDarkly. The other topics in this category contain a high-level introduction to LaunchDarkly. - [LaunchDarkly CLI](https://launchdarkly.com/docs/home/getting-started/ldcli.mdx): This topic describes how to get started with the LaunchDarkly CLI. - [LaunchDarkly CLI commands](https://launchdarkly.com/docs/home/getting-started/ldcli-commands.mdx): This topic describes common commands and configuration options in the LaunchDarkly CLI. - [LaunchDarkly MCP server](https://launchdarkly.com/docs/home/getting-started/mcp.mdx): This topic describes how to get started with the LaunchDarkly Model Context Protocol (MCP) server. - [LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar.mdx): This category has documentation topics about the LaunchDarkly developer toolbar. - [Setting up the LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar-setup.mdx): This topic describes how to install the LaunchDarkly developer toolbar. - [Using the LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar-using.mdx): This topic describes how to use the LaunchDarkly developer toolbar. - [Setting up an SDK](https://launchdarkly.com/docs/home/getting-started/setting-up.mdx): This topic explains how to set up an SDK to begin using LaunchDarkly. - [Joining an account](https://launchdarkly.com/docs/home/getting-started/join-account.mdx): This topic explains how to join LaunchDarkly as a new account member. - [Logging in with SSO](https://launchdarkly.com/docs/home/getting-started/login-sso.mdx): This topic explains how to log into LaunchDarkly for the first time using an SSO provider. - [Using feature management](https://launchdarkly.com/docs/home/getting-started/feature-management.mdx): This topic discusses using feature management at a high level, describes some key parts of the LaunchDarkly user interface (UI), and suggests different ways to learn more about working in LaunchDarkly. - [Getting started in different roles](https://launchdarkly.com/docs/home/getting-started/roles.mdx): This topic includes suggested paths through the LaunchDarkly documentation specific to your role. - [Launch Insights](https://launchdarkly.com/docs/home/getting-started/launch-insights.mdx): This topic describes the Launch Insights dashboard. Launch Insights is an executive-level dashboard that summarizes how your organization is adopting the best practices associated with risk-free releases. - [LaunchDarkly architecture](https://launchdarkly.com/docs/home/getting-started/architecture.mdx): This topic gives a high-level explanation of LaunchDarkly's platform architecture. - [LaunchDarkly vocabulary](https://launchdarkly.com/docs/home/getting-started/vocabulary.mdx): This topic defines common words used in the LaunchDarkly application and documentation. - [Create flags](https://launchdarkly.com/docs/home/flags/create.mdx): This category explains how to use LaunchDarkly to create your feature flags. - [Creating new flags](https://launchdarkly.com/docs/home/flags/new.mdx): This topic explains how to create new feature flags in LaunchDarkly. - [Flag types](https://launchdarkly.com/docs/home/flags/types.mdx): This topic explains the four types of feature flags and when to use them. - [Turning flags on and off](https://launchdarkly.com/docs/home/flags/toggle.mdx): This topic explains how to enable and disable flags from the Flags list. - [Creating flag variations](https://launchdarkly.com/docs/home/flags/variations.mdx): This topic explains how to create and edit your feature flag's variations and outlines the different types of flag variations. - [Cloning existing flags](https://launchdarkly.com/docs/home/flags/clone.mdx): This topic explains how to create new flags by cloning existing flags in LaunchDarkly. - [Importing flags](https://launchdarkly.com/docs/home/flags/import.mdx): This topic explains how to import flags from other feature management tools into LaunchDarkly. - [Flag settings](https://launchdarkly.com/docs/home/flags/flag-settings.mdx): This topic explains how to edit a feature flag's environment-specific and project-wide settings. - [Target with flags](https://launchdarkly.com/docs/home/flags/target.mdx): This topic explains how to use flag targeting to control which of your customers receive a variation of a feature flag, based on their context. - [Targeting rules](https://launchdarkly.com/docs/home/flags/target-rules.mdx): This topic explains how to use flag targeting rules to serve flag variations to different contexts based on their attributes. - [Individual targeting](https://launchdarkly.com/docs/home/flags/individual-targeting.mdx): This topic explains how to control which individual contexts receive a variation of a feature flag, based on the context key. - [Bulk targeting](https://launchdarkly.com/docs/home/flags/bulk-targeting.mdx): This topic explains how to perform edits on groups of contexts, or export all the contexts a flag is targeted to. - [Mobile targeting](https://launchdarkly.com/docs/home/flags/mobile-targeting.mdx): This topic explains how to control which mobile apps and devices receive a variation of a feature flag. - [Custom rules](https://launchdarkly.com/docs/home/flags/custom-rules.mdx): This topic explains how to use custom rules to target contexts based on their attributes. - [JSON targeting](https://launchdarkly.com/docs/home/flags/json-targeting.mdx): This topic explains how to create and edit flag targeting rules using JSON. - [Converting rules into segments](https://launchdarkly.com/docs/home/flags/rules-segments.mdx): This topic explains how convert targeting rules into reusable segments. - [Testing changes to flag targeting](https://launchdarkly.com/docs/home/flags/preview-rules.mdx): This topic explains how to use the test run feature to find out which variation a particular context will receive for a given feature flag. - [Flag templates](https://launchdarkly.com/docs/home/flags/templates.mdx): This topic explains the different types of flags available in LaunchDarkly. - [Custom flags](https://launchdarkly.com/docs/home/flags/custom.mdx): This topic explains how to get started with custom flags. - [Release flags](https://launchdarkly.com/docs/home/flags/release.mdx): This topic explains how you can use release flags to progressively roll out functionality. - [Kill switch flags](https://launchdarkly.com/docs/home/flags/killswitch.mdx): This topic explains how you can use kill switch or circuit breaker flags to shut off functionality. - [Experiment flags](https://launchdarkly.com/docs/home/flags/experiment.mdx): This topic explains how you can use experiment flags to test a hypothesis. - [Migration flags](https://launchdarkly.com/docs/home/flags/migration.mdx): This topic explains how you can use migration flags to take the complexity and risk out of modernizing your tech stack. - [Creating migration flags](https://launchdarkly.com/docs/home/flags/create-migration.mdx): This topic explains how you can create migration flags. - [Targeting with migration flags](https://launchdarkly.com/docs/home/flags/target-migration.mdx): This topic explains how you can target contexts using migration flags. - [Migration flag metrics](https://launchdarkly.com/docs/home/flags/migration-metrics.mdx): This topic explains how you can use metrics to track the progress of a migration flag. - [Manage flags](https://launchdarkly.com/docs/home/flags/manage.mdx): This category explains how to organize your flags across different environments in your LaunchDarkly project. - [The Flags list](https://launchdarkly.com/docs/home/flags/list.mdx): This topic explains how to use the Flags list, which shows your feature flags and gives you options to create, modify, and manage them. - [Flag links](https://launchdarkly.com/docs/home/flags/links.mdx): This topic explains how to create and use flag links to view external mentions of flags and relevant materials from other tools and services. - [Comparing and copying flag settings](https://launchdarkly.com/docs/home/flags/compare-copy.mdx): This topic explains how to compare and copy flag settings between two environments. - [Viewing flags across environments](https://launchdarkly.com/docs/home/flags/view-across.mdx): This topic explains how to view flags across multiple environments. - [Deprecating flags](https://launchdarkly.com/docs/home/flags/deprecate.mdx): This topic explains how to deprecate flags you no longer need. - [Archiving flags](https://launchdarkly.com/docs/home/flags/archive.mdx): This topic explains how to clean up flags you no longer need. - [Deleting flags](https://launchdarkly.com/docs/home/flags/delete.mdx): This topic explains how to permanently delete flags that are already archived. - [Flag prerequisites](https://launchdarkly.com/docs/home/flags/prereqs.mdx): This topic explains how to use feature flag prerequisites to enable or disable features based on different states. - [The off variation](https://launchdarkly.com/docs/home/flags/off-variation.mdx): This topic explains how to set the off variation for a flag. - [The default rule](https://launchdarkly.com/docs/home/flags/default-rule.mdx): This topic explains how to set the default rule for a flag. - [Flag statuses and lifecycle stages](https://launchdarkly.com/docs/home/flags/flag-status.mdx): This topic explains what the different flag statuses are, and how they relate to a flag's lifecycle. - [Flag lifecycle settings](https://launchdarkly.com/docs/home/flags/flag-lifecycle-settings.mdx): This topic describes flag lifecycle settings and how to update them. The flag lifecycle settings let you customize the criteria that LaunchDarkly uses to determine when flags are ready to be archived. - [Project-level flag settings](https://launchdarkly.com/docs/home/flags/proj-flag-settings.mdx): This topic describes project-level flag settings and how to update them. - [Code references](https://launchdarkly.com/docs/home/flags/code-references.mdx): This topic explains how to use code references in LaunchDarkly to find and manage references to your feature flags. The code references feature lets you find source code references to your feature flags within LaunchDarkly. - [Bitbucket code references](https://launchdarkly.com/docs/home/flags/code-references/bitbucket.mdx): This topic explains how to use the ld-find-code-refs utility with Bitbucket code references to create code references in LaunchDarkly. - [CircleCI code references](https://launchdarkly.com/docs/home/flags/code-references/circleci.mdx): This topic explains how you can use the ld-find-code-refs utility with CircleCI to automatically populate code references in LaunchDarkly. - [Custom configuration with ld-find-code-refs](https://launchdarkly.com/docs/home/flags/code-references/custom-config.mdx): This topic gives a high-level explanation of how to use the ld-find-code-refs script to perform other functions. - [GitHub code references](https://launchdarkly.com/docs/home/flags/code-references/github-actions.mdx): This topic explains how to use the ld-find-code-refs utility with GitHub code references to automatically populate code references in LaunchDarkly. - [GitLab code references](https://launchdarkly.com/docs/home/flags/code-references/gitlab.mdx): This topic explains how to set up and configure the GitLab code references to use with LaunchDarkly. You can use the ld-find-code-refs utility with GitLab code references to automatically populate code references in LaunchDarkly. - [AI Configs](https://launchdarkly.com/docs/home/ai-configs.mdx): The topics in this category explain how to use LaunchDarkly to manage your AI Configs. You can use AI Configs to customize, test, and roll out new large language models (LLMs) within your generative AI applications. - [Quickstart for AI Configs](https://launchdarkly.com/docs/home/ai-configs/quickstart.mdx): This topic explains how to get started with the LaunchDarkly AI Configs product. - [Create AI Configs](https://launchdarkly.com/docs/home/ai-configs/create.mdx): This topic explains how to create and update AI Configs. - [Create and manage AI Config variations](https://launchdarkly.com/docs/home/ai-configs/create-variation.mdx): This topic explains how to create and manage AI Config variations. - [Compare AI Config variation versions](https://launchdarkly.com/docs/home/ai-configs/compare-variation-versions.mdx): This topic explains how to compare versions of an AI Config variation. - [Create and manage AI model configurations](https://launchdarkly.com/docs/home/ai-configs/create-model-config.mdx): This topic explains how to create and manage custom models to use in AI Configs. - [Target with AI Configs](https://launchdarkly.com/docs/home/ai-configs/target.mdx): This topic explains how to use AI Config targeting to control which of your customers receive a particular variation of an AI Config, based on their context. - [Monitor AI Configs](https://launchdarkly.com/docs/home/ai-configs/monitor.mdx): This topic explains how to monitor the performance of your AI Configs. - [View AI Config trends explorer](https://launchdarkly.com/docs/home/ai-configs/trends.mdx): This topic explains how to use the AI Config trends explorer to view aggregated performance metrics across multiple AI Configs. - [Manage AI Configs](https://launchdarkly.com/docs/home/ai-configs/manage.mdx): This topic explains how to view and manage AI Configs. - [Online evaluations in AI Configs](https://launchdarkly.com/docs/home/ai-configs/online-evaluations.mdx): This topic describes how to run online evaluations on AI Config variations by attaching judges that score responses for accuracy, relevance, and toxicity. - [Run experiments with AI Configs](https://launchdarkly.com/docs/home/ai-configs/experimentation.mdx): This topic introduces the role of AI Configs in LaunchDarkly Experimentation. - [AI Configs and information privacy](https://launchdarkly.com/docs/home/ai-configs/privacy.mdx): This topic describes how the LaunchDarkly AI Configs product treats personally identifiable information (PII). - [Agents in AI Configs](https://launchdarkly.com/docs/home/ai-configs/agents.mdx): This topic explains how to create and use agent-based AI Configs to support structured, multi-step AI workflows with shared tools and performance monitoring. - [Tools in AI Configs](https://launchdarkly.com/docs/home/ai-configs/tools-library.mdx): This topic explains how to manage and use tools in AI Configs. - [LLM playground](https://launchdarkly.com/docs/home/ai-configs/playground.mdx): This topic explains how to use the LLM playground to create and run evaluations that measure the quality of model outputs before deployment. - [Contexts](https://launchdarkly.com/docs/home/flags/contexts.mdx): This category has documentation topics about LaunchDarkly contexts. Contexts are people, services, machines, or other resources that encounter feature flags in your product. - [An introduction to contexts](https://launchdarkly.com/docs/home/flags/contexts/intro.mdx): This topic summarizes what contexts are and provides resources to learn how to use them. - [The Contexts list](https://launchdarkly.com/docs/home/flags/contexts-list.mdx): This topic explains what the Contexts list is, how it is populated, and how to use it. - [Filtering the Contexts list](https://launchdarkly.com/docs/home/flags/contexts-list-filtering.mdx): This topic explains how to filter contexts on the Contexts list. You can filter contexts on the Contexts list by context kind, name, key, or attribute. - [The context details page](https://launchdarkly.com/docs/home/flags/context-details.mdx): This topic explains what the context details page is. The context details page gives you a detailed view of a context and lets you customize its experience from one screen. - [Context instances](https://launchdarkly.com/docs/home/flags/context-instances.mdx): This topic includes information about context instances. - [Context kinds](https://launchdarkly.com/docs/home/flags/context-kinds.mdx): This topic explains what context kinds are and how to use them. - [Viewing context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-view.mdx): This topic explains how to view context kinds. - [Creating and editing context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-create.mdx): This topic explains how to create and edit context kinds. - [Archiving context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-archive.mdx): This topic explains how to archive and restore archived context kinds. - [Context attributes](https://launchdarkly.com/docs/home/flags/context-attributes.mdx): This topic explains what context attributes are, how to configure them, and how LaunchDarkly uses them to evaluate flags and display flag variations to your customers. - [Built-in attributes](https://launchdarkly.com/docs/home/flags/built-in-attributes.mdx): This topic explains what built-in attributes are and how to configure them. - [Custom attributes](https://launchdarkly.com/docs/home/flags/custom-attributes.mdx): This topic explains what custom context attributes are and how to configure them. - [Using private context attributes](https://launchdarkly.com/docs/home/flags/private-context-attributes.mdx): This topic explains how to create targeting rules that target contexts based on attributes that may or may not be stored in LaunchDarkly. - [Multi-contexts](https://launchdarkly.com/docs/home/flags/multi-contexts.mdx): This topic includes information about multi-contexts and context instances. Contexts are people, services, machines, or other resources that encounter feature flags in your product. - [Anonymous contexts](https://launchdarkly.com/docs/home/flags/anonymous-contexts.mdx): This topic explains what anonymous contexts are, how their information is handled in LaunchDarkly, and how they contribute to your monthly account usage. - [Segments](https://launchdarkly.com/docs/home/flags/segments.mdx): This topic introduces the concept of segments. Segments let you target groups of contexts individually or by attribute. - [Creating segments](https://launchdarkly.com/docs/home/flags/segments-create.mdx): This topic explains how to create rule-based, smaller list-based, larger list-based, and synced segments. - [Targeting contexts in rule-based and smaller list-based segments](https://launchdarkly.com/docs/home/flags/rule-based-segments.mdx): This topic explains how to target contexts in rule-based and smaller list-based segments. - [Targeting contexts in larger list-based segments](https://launchdarkly.com/docs/home/flags/list-based-segments.mdx): This topic explains how to target contexts within larger list-based segments. - [Targeting segments](https://launchdarkly.com/docs/home/flags/segment-targeting.mdx): This topic explains how to target a segment in a flag rule. - [Managing segments](https://launchdarkly.com/docs/home/flags/segment-management.mdx): This topic explains how to edit and delete segments. - [Segment types](https://launchdarkly.com/docs/home/flags/segment-types.mdx): This topic explains different segment types and when to use them. - [Segments synced from external tools](https://launchdarkly.com/docs/home/flags/synced-segments.mdx): This topic explains how to create segments that sync with an external tool. - [Syncing segments with Amplitude cohorts](https://launchdarkly.com/docs/home/flags/amplitude.mdx): This topic explains how to create segments that sync with an Amplitude cohort. - [Syncing segments with Census](https://launchdarkly.com/docs/home/flags/census.mdx): This topic links to Census's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Heap](https://launchdarkly.com/docs/home/flags/heap.mdx): This topic links to Heap's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Hightouch](https://launchdarkly.com/docs/home/flags/hightouch.mdx): This topic links to Hightouch's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with RudderStack Audiences](https://launchdarkly.com/docs/home/flags/rudderstack.mdx): This topic links to RudderStack's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Tealium Audiences](https://launchdarkly.com/docs/home/flags/tealium.mdx): This topic links to Tealium's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Twilio Segment Audiences](https://launchdarkly.com/docs/home/flags/twilio.mdx): This topic explains how to create segments that sync with a Twilio Segment Audience. - [Syncing segments with Zeotap](https://launchdarkly.com/docs/home/flags/zeotap.mdx): This topic links to Zeotap's documentation for its LaunchDarkly synced segment integration. - [SDK and integration configuration for segments](https://launchdarkly.com/docs/home/flags/segment-config.mdx): This topic explains the configuration process and requirements for synced segments and larger list-based segments. - [Releasing features with LaunchDarkly](https://launchdarkly.com/docs/home/releases/releasing.mdx): This topic compares several options LaunchDarkly provides for releasing features to production gradually and safely. - [Release policies](https://launchdarkly.com/docs/home/releases/release-policies.mdx): This topic explains how to use release policies to define preferred release methods for environments and standardize how your organization configures feature releases. - [Percentage rollouts](https://launchdarkly.com/docs/home/releases/percentage-rollouts.mdx): This topic explains how to use percentage rollouts to release new features incrementally. - [Percentage rollouts by context attribute](https://launchdarkly.com/docs/home/releases/attribute-rollout.mdx): This topic explains how to perform percentage rollouts by associating flag variations with context attributes. - [Progressive rollouts](https://launchdarkly.com/docs/home/releases/progressive-rollouts.mdx): This topic explains what progressive rollouts are and why you might use them to release new features incrementally. - [Creating and managing progressive rollouts](https://launchdarkly.com/docs/home/releases/create-progressive-rollouts.mdx): This topic explains how to create and manage progressive rollouts to release new features incrementally. - [Progressive rollout health checks](https://launchdarkly.com/docs/home/releases/progressive-health-checks.mdx): This topic explains how to use health checks for progressive rollouts to confirm your rollout setup and troubleshoot configuration problems. - [Guarded rollouts](https://launchdarkly.com/docs/home/releases/guarded-rollouts.mdx): This topic explains how to monitor metrics on flag and AI Config releases and configure LaunchDarkly to take action on the results. - [Creating guarded rollouts](https://launchdarkly.com/docs/home/releases/creating-guarded-rollouts.mdx): This topic explains how to create a guarded rollout. - [Setting up contexts for guarded rollouts](https://launchdarkly.com/docs/home/releases/context-kinds.mdx): This topic explains how to set up context kinds for randomized targeting in a guarded rollout. - [Health checks for guarded rollouts](https://launchdarkly.com/docs/home/releases/guarded-health-checks.mdx): This topic explains how to use health checks for guarded rollouts to confirm your rollout setup and troubleshoot configuration problems. - [Regression thresholds for guarded rollouts](https://launchdarkly.com/docs/home/releases/regression-thresholds.mdx): This topic explains how to determine a custom regression threshold for a guarded rollout. - [Managing guarded rollouts](https://launchdarkly.com/docs/home/releases/managing-guarded-rollouts.mdx): This topic explains how to manage guarded rollouts. - [Guarded rollout errors](https://launchdarkly.com/docs/home/releases/errors.mdx): This topic explains how to investigate and debug certain front-end user errors in your guarded rollouts. - [Feature monitoring](https://launchdarkly.com/docs/home/releases/feature-monitoring.mdx): This topic explains how to use feature monitoring to evaluate the performance of a feature flag. - [Flag evaluations](https://launchdarkly.com/docs/home/releases/flag-evaluations.mdx): This topic explains how to use the flag evaluations graph to observe flag evaluations over time. - [Flag audiences](https://launchdarkly.com/docs/home/releases/flag-audiences.mdx): This topic explains how to use flag audiences to understand who evaluated a flag, which variation they received, and what occurred during those evaluations, based on sessions and observability data. - [Live events](https://launchdarkly.com/docs/home/releases/live-events.mdx): This topic explains how to use live events. The Live events page gives you real-time insight into the events your application is sending to LaunchDarkly, so you can ensure that you've set up LaunchDarkly correctly. - [Collecting user feedback](https://launchdarkly.com/docs/home/releases/user-feedback.mdx): This topic explains how to configure your application to send qualitative user feedback to LaunchDarkly. Each piece of user feedback is associated with a specific flag variation, creating a direct connection between user sentiment and feature performance. - [Release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines.mdx): This topic explains how you can use automated releases to standardize and automate the release process for your feature flags. - [Creating release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-create.mdx): This topic explains how to create and configure release pipelines to use in automated releases. - [Adding and removing flags from release pipelines](https://launchdarkly.com/docs/home/releases/adding-flags.mdx): This topic explains how to add, remove, and move flags between existing release pipelines. - [Managing release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-manage.mdx): This topic explains how to duplicate and manage release pipelines. - [Deleting release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-delete.mdx): This topic explains how to delete release pipelines. - [Engineering insights](https://launchdarkly.com/docs/home/releases/eng-insights.mdx): This category contains documentation topics about LaunchDarkly's engineering insights feature. - [Get started with engineering insights](https://launchdarkly.com/docs/home/releases/get-started.mdx): This topic explains how to set up projects, environments, and applications, and begin using engineering insights. - [Send deployment information](https://launchdarkly.com/docs/home/releases/config-deployment.mdx): This topic explains how to configure your app to send deployment information to LaunchDarkly. - [Install the GitHub app](https://launchdarkly.com/docs/home/releases/github-app.mdx): This topic explains how to install the GitHub app for engineering insights and how to associate repositories and projects. - [Set up code references](https://launchdarkly.com/docs/home/releases/code-refs.mdx): This topic explains how to set up code references for engineering insights. - [Applications in Engineering insights](https://launchdarkly.com/docs/home/releases/applications-eng-insights.mdx): This topic explains how to work with LaunchDarkly applications in engineering insights. - [Project overview](https://launchdarkly.com/docs/home/releases/project-overview.mdx): This topic explains how to use the engineering insights Overview page to evaluate LaunchDarkly project health at a high level. - [Project metrics](https://launchdarkly.com/docs/home/releases/project-metrics.mdx): This category contains documentation topics about LaunchDarkly's engineering insights project metrics. - [Deployments](https://launchdarkly.com/docs/home/releases/deployments.mdx): This topic explains how to use the deployments page in engineering insights. - [Releases](https://launchdarkly.com/docs/home/releases/releases.mdx): This topic explains how to use the releases page in engineering insights. - [Lead time](https://launchdarkly.com/docs/home/releases/lead-time.mdx): This topic explains how to use the lead time page in engineering insights. - [Flag health](https://launchdarkly.com/docs/home/releases/flag-health.mdx): This topic explains how to use the flag health page in engineering insights. - [Experimentation rate](https://launchdarkly.com/docs/home/releases/exp-rate.mdx): This topic explains how to use the Experimentation rate page in engineering insights. - [Release management tools](https://launchdarkly.com/docs/home/releases/release-management.mdx): This category explains how you can more finely control your use of feature flags by release management tools within LaunchDarkly. - [Approvals](https://launchdarkly.com/docs/home/releases/approvals.mdx): This topic introduces LaunchDarkly's approvals feature. It explains what approvals are and how to configure them. - [Requesting approvals](https://launchdarkly.com/docs/home/releases/approval-requests.mdx): This topic explains how to create approval requests. - [Reviewing approval requests](https://launchdarkly.com/docs/home/releases/approval-reviews.mdx): This topic explains how to review, approve, and decline approval requests. - [Deleting approval requests](https://launchdarkly.com/docs/home/releases/approvals-delete.mdx): This topic explains how to delete approval requests. - [Approval request settings](https://launchdarkly.com/docs/home/releases/approvals-settings.mdx): This topic explains how to customize the settings for your approval requests. - [Configuring approvals for an environment](https://launchdarkly.com/docs/home/releases/approval-config.mdx): This topic explains how to customize approval requests for each environment in your LaunchDarkly project. - [Flag triggers](https://launchdarkly.com/docs/home/releases/triggers.mdx): This topic explains how to use LaunchDarkly's triggers feature, which lets you make changes to flag targeting remotely. - [Creating flag triggers](https://launchdarkly.com/docs/home/releases/triggers-create.mdx): This topic explains how to create flag triggers. - [Managing flag triggers](https://launchdarkly.com/docs/home/releases/triggers-manage.mdx): This topic explains how to disable, reset, and delete flag triggers. - [Required comments](https://launchdarkly.com/docs/home/releases/comments.mdx): This topic explains how to use required comments for feature flag and segment changes. - [Required confirmation](https://launchdarkly.com/docs/home/releases/confirmation.mdx): This topic explains how to use required confirmation for feature flag and segment changes. - [Scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes.mdx): This topic explains what scheduled flag changes are and how to use them to manage your releases. - [Creating scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes-create.mdx): This topic explains how to create scheduled flag changes to take effect at a date in the future. - [Managing scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes-manage.mdx): This topic explains how to manage scheduled flag changes. - [Workflows](https://launchdarkly.com/docs/home/releases/workflows.mdx): This topic explains how to build, start, and view workflows in LaunchDarkly. - [Creating workflows](https://launchdarkly.com/docs/home/releases/workflows-create.mdx): This topic explains how to create and view workflows in LaunchDarkly. - [Deleting workflows](https://launchdarkly.com/docs/home/releases/workflows-delete.mdx): This topic explains how to delete LaunchDarkly workflows in LaunchDarkly. - [Workflow templates](https://launchdarkly.com/docs/home/releases/workflow-templates.mdx): This topic explains how to create and use workflow templates to automate your rollouts at scale. - [Applications and app versions](https://launchdarkly.com/docs/home/releases/apps-and-app-versions.mdx): This topic explains what applications and application versions are and how to use them. An application is a LaunchDarkly resource that describes what you are delivering to a customer. - [Applications](https://launchdarkly.com/docs/home/releases/applications.mdx): This topic explains how to create, edit, and delete applications. An application is a LaunchDarkly resource that describes what you are delivering to a customer. - [Application versions](https://launchdarkly.com/docs/home/releases/app-versions.mdx): This topic explains how to create, edit, and delete application versions. - [Change history](https://launchdarkly.com/docs/home/releases/change-history.mdx): This topic explains how to track changes made in LaunchDarkly. LaunchDarkly keeps a running log of changes made to feature flags in a given environment. - [Observability](https://launchdarkly.com/docs/home/observability.mdx): This section contains documentation on LaunchDarkly's observability features. - [Session replay](https://launchdarkly.com/docs/home/observability/session-replay.mdx): This topic explains how to use LaunchDarkly's observability features to perform session replays. - [Error monitoring](https://launchdarkly.com/docs/home/observability/errors.mdx): This topic explains how to use LaunchDarkly's observability features to understand and view errors in your application. - [Logs](https://launchdarkly.com/docs/home/observability/logs.mdx): This topic explains how to use LaunchDarkly's observability features to view session logs. - [Traces](https://launchdarkly.com/docs/home/observability/traces.mdx): This topic explains how to use LaunchDarkly's observability features to trace session activity through your application. - [LLM observability](https://launchdarkly.com/docs/home/observability/llm-observability.mdx): This topic explains how to instrument your application with OpenLLMetry and the LaunchDarkly SDK. It also explains how to use LaunchDarkly observability features to view and analyze large language model (LLM) spans. - [Alerts](https://launchdarkly.com/docs/home/observability/alerts.mdx): This topic explains how to set alerts for LaunchDarkly's observability features. Alerts are a way to keep members of your organization aware of what is happening in your application. - [Dashboards](https://launchdarkly.com/docs/home/observability/dashboards.mdx): This topic explains how to use dashboards in LaunchDarkly observability. - [Search specification](https://launchdarkly.com/docs/home/observability/search.mdx): This topic explains how to use LaunchDarkly's observability search feature to query and filter data across your application. The search functionality allows you to find specific sessions, errors, logs, and traces by composing queries with different properties and attributes. - [Observability settings](https://launchdarkly.com/docs/home/observability/settings.mdx): This topic describes the project-level settings available for sessions, errors, logs, and traces. - [Vega](https://launchdarkly.com/docs/home/observability/vega.mdx): This topic explains how to use the Vega AI assistant. - [Product analytics](https://launchdarkly.com/docs/home/product-analytics.mdx): This topic explains how to use product analytics to understand your customers and their behavior. - [Setting up product analytics](https://launchdarkly.com/docs/home/product-analytics/setup.mdx): This topic explains how to set up LaunchDarkly product analytics. - [Setting up product analytics in BigQuery](https://launchdarkly.com/docs/home/product-analytics/setup/bigquery.mdx): This topic explains how to set up LaunchDarkly product analytics in BigQuery. - [Setting up product analytics in Databricks](https://launchdarkly.com/docs/home/product-analytics/setup/databricks.mdx): This topic explains how to set up LaunchDarkly product analytics in Databricks. - [Setting up product analytics in Snowflake](https://launchdarkly.com/docs/home/product-analytics/setup/snowflake.mdx): This topic explains how to set up LaunchDarkly product analytics in Snowflake. - [Using product analytics charts](https://launchdarkly.com/docs/home/product-analytics/chart.mdx): This topic explains the high-level concepts and UI elements in a product analytics chart. - [Dashboards](https://launchdarkly.com/docs/home/product-analytics/chart/dashboards.mdx): This topic explains how to use the product analytics Dashboards tab, and what information that tab contains. - [Trends charts](https://launchdarkly.com/docs/home/product-analytics/chart/trends.mdx): This topic explains how to create a trends chart in the product analytics Dashboards tab. - [Funnel charts](https://launchdarkly.com/docs/home/product-analytics/chart/funnels.mdx): This topic explains how to create a funnel chart in the product analytics Dashboards tab. - [Retention charts](https://launchdarkly.com/docs/home/product-analytics/chart/retention.mdx): This topic explains how to create a retention chart in the product analytics Dashboards tab. - [Stickiness charts](https://launchdarkly.com/docs/home/product-analytics/chart/stickiness.mdx): This topic explains how to create a stickiness chart in the product analytics Dashboards tab. - [Flows charts](https://launchdarkly.com/docs/home/product-analytics/chart/flows.mdx): This topic explains how to create a flows chart in the product analytics Dashboards tab. - [Events](https://launchdarkly.com/docs/home/product-analytics/chart/events.mdx): This topic explains how to use the product analytics Events tab, and what information that tab contains. - [Cohorts](https://launchdarkly.com/docs/home/product-analytics/chart/cohorts.mdx): This topic explains how to use the product analytics Cohorts tab, and what information that tab contains. - [Attributes](https://launchdarkly.com/docs/home/product-analytics/chart/attributes.mdx): This topic explains how to use the product analytics Properties tab, and what information that tab contains. - [User activity](https://launchdarkly.com/docs/home/product-analytics/chart/user-activity.mdx): This topic explains the high-level concepts and UI elements in a product analytics chart. - [Experimentation](https://launchdarkly.com/docs/home/experimentation.mdx): This topic explains the concepts and value of LaunchDarkly's Experimentation feature. - [Quickstart for Experimentation](https://launchdarkly.com/docs/home/experimentation/quickstart.mdx): This topic explains how to complete the quickstart for LaunchDarkly's Experimentation product. - [Experimentation and metric events](https://launchdarkly.com/docs/home/experimentation/events.mdx): This topic explains Experimentation and metric events and how they work. - [Experiment metric types](https://launchdarkly.com/docs/home/experimentation/types.mdx): This topic explains the different kinds of metrics you can use with experiments in LaunchDarkly. - [Experiment configuration](https://launchdarkly.com/docs/home/experimentation/configure.mdx): The topics in this category explain how to set up and configure an experiment in LaunchDarkly. - [Creating experiments](https://launchdarkly.com/docs/home/experimentation/create.mdx): This topic explains how to create and configure an experiment in LaunchDarkly. - [Allocating experiment audiences](https://launchdarkly.com/docs/home/experimentation/allocation.mdx): This topic explains how to include specific groups of contexts in an experiment audience using audience allocation. - [Randomization units](https://launchdarkly.com/docs/home/experimentation/randomization.mdx): This topic explains what randomization units are and how to use them in LaunchDarkly Experimentation. - [Variation reassignment](https://launchdarkly.com/docs/home/experimentation/carryover.mdx): This topic explains how LaunchDarkly reassigns contexts to flag variations when you change or increase traffic in an experiment. - [Mutually exclusive experiments](https://launchdarkly.com/docs/home/experimentation/mutually-exclusive.mdx): This topic explains what mutually exclusive experiments are and when to use them. - [Managing experiments](https://launchdarkly.com/docs/home/experimentation/manage.mdx): This topic explains how to view and filter the experiments list. - [Experiment health checks](https://launchdarkly.com/docs/home/experimentation/health-checks.mdx): This topic explains how to use health checks for experiments to verify that you set up your experiment correctly and fix any problems with your configuration. - [Starting and stopping experiment iterations](https://launchdarkly.com/docs/home/experimentation/start-stop-exp.mdx): This topic explains how to start recording an experiment iteration and stop the experiment iteration when you're finished. - [Editing and archiving experiments](https://launchdarkly.com/docs/home/experimentation/edit-archive.mdx): This topic explains how to edit, clone, and archive experiments. - [Experiment sample size and run time](https://launchdarkly.com/docs/home/experimentation/size.mdx): This topic explains how to determine the number of contexts to include in an experiment and how long to run the experiment for. - [Analyzing experiments](https://launchdarkly.com/docs/home/experimentation/analyze.mdx): This topic explains how to interpret an experiment's results and apply its findings to your product. - [Bayesian experiment results](https://launchdarkly.com/docs/home/experimentation/bayesian-results.mdx): This topic explains how to read the results of a Bayesian experiment. - [Shipping the winning variation](https://launchdarkly.com/docs/home/experimentation/winning.mdx): This topic explains how to choose and ship a winning variation for a completed Bayesian experiment. - [Decision making with Bayesian statistics](https://launchdarkly.com/docs/home/experimentation/bayesian.mdx): This topic explains how to make decisions about which variation to choose as the winner in a LaunchDarkly experiment that uses Bayesian statistics. - [Outliers in Bayesian experiments](https://launchdarkly.com/docs/home/experimentation/outliers.mdx): This topic explains how LaunchDarkly Experimentation handles outliers in its Bayesian experiment analyses. - [Frequentist experiment results](https://launchdarkly.com/docs/home/experimentation/frequentist-results.mdx): This topic explains how to read the results of a frequentist experiment. - [Filtering experiment results](https://launchdarkly.com/docs/home/experimentation/filters.mdx): This topic explains how to use attribute filters to narrow experiment results by attribute. - [Multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits.mdx): This section contains documentation on multi-armed bandits, which are a type of experiment that uses a decision-making algorithm that dynamically allocates traffic to the best-performing variation of a flag based on a metric you choose. - [Creating multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits/create.mdx): This topic explains how to create multi-armed bandits. - [Editing and archiving multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits/edit-archive.mdx): This topic explains how to edit a multi-armed bandit (MAB) and archive it when you no longer need it. - [Multi-armed bandit results](https://launchdarkly.com/docs/home/multi-armed-bandits/results.mdx): This topic explains how to read the results of a multi-armed bandit. - [Holdouts](https://launchdarkly.com/docs/home/holdouts.mdx): This topic introduces holdouts, which you can use to measure the effectiveness of your Experimentation program over time. - [Creating holdouts](https://launchdarkly.com/docs/home/holdouts/create.mdx): This topic explains how to create and add experiments to holdouts. - [Managing holdouts](https://launchdarkly.com/docs/home/holdouts/manage.mdx): This topic explains how to manage holdouts and interpret their results. - [Metric events](https://launchdarkly.com/docs/home/metrics/metric-events.mdx): This topic explains the different metric event types and their SDK compatibility. - [Importing metric events](https://launchdarkly.com/docs/home/metrics/import-events.mdx): This topic explains how to import metric events from your existing data pipeline for use with Experimentation and guarded rollouts. - [Viewing incoming events](https://launchdarkly.com/docs/home/metrics/view-incoming-events.mdx): This topic explains how to view metric events your SDKs are sending to LaunchDarkly, and how to create metrics from those events. - [Metrics](https://launchdarkly.com/docs/home/metrics.mdx): This topic explains what metrics are, why to use them, and where to find them in LaunchDarkly. - [Creating and managing metrics](https://launchdarkly.com/docs/home/metrics/create-metrics.mdx): This topic explains how to create, edit, archive, and delete metrics, and how to select metrics to use with LaunchDarkly features, such as experiments and guarded rollouts. - [Metric analysis](https://launchdarkly.com/docs/home/metrics/metric-analysis.mdx): This topic explains the different ways you can analyze a metric, and how to select the analysis options appropriate for your needs. - [Page viewed conversion metrics](https://launchdarkly.com/docs/home/metrics/pageview.mdx): This topic explains how to create a page view conversion metric in LaunchDarkly. - [Clicked or tapped conversion metrics](https://launchdarkly.com/docs/home/metrics/click.mdx): This topic explains how to create a click conversion metric in LaunchDarkly. - [Custom metrics](https://launchdarkly.com/docs/home/metrics/custom-metrics.mdx): This topic explains how to create Custom metrics in LaunchDarkly. Custom metrics require that you first instrument custom events in your application code using the LaunchDarkly SDK `track()` method. - [Custom conversion count metrics](https://launchdarkly.com/docs/home/metrics/custom-count.mdx): This topic explains how to create a custom conversion count metric in LaunchDarkly. - [Custom conversion binary metrics](https://launchdarkly.com/docs/home/metrics/custom.mdx): This topic explains how to create a custom conversion binary metric in LaunchDarkly. - [Custom numeric metrics](https://launchdarkly.com/docs/home/metrics/custom-numeric.mdx): This topic explains how to create a custom numeric metric in LaunchDarkly. - [Previewing custom event data](https://launchdarkly.com/docs/home/metrics/custom-previews.mdx): This topic explains where custom event previews are available, what the previews contain, and the preview states you may encounter. - [Filtering custom metric events](https://launchdarkly.com/docs/home/metrics/event-filters.mdx): This topic explains how to use filters to include only specific custom events in a metric, based on context attributes or event properties. - [Using the Metrics list](https://launchdarkly.com/docs/home/metrics/metrics-list.mdx): This topic explains how to use the Metrics list to view, search, and filter metrics in your project. - [Metric health checks](https://launchdarkly.com/docs/home/metrics/metric-health-checks.mdx): This topic explains how to use metric health checks to confirm that your metrics are active and ready for use in experiments and rollouts. - [Metric groups](https://launchdarkly.com/docs/home/metrics/metric-groups.mdx): This topic explains what metric groups are and when to use them. - [Creating and managing metric groups](https://launchdarkly.com/docs/home/metrics/metric-groups-manage.mdx): This topic explains how to create and manage metric groups. - [Guardrail metrics](https://launchdarkly.com/docs/home/metrics/guardrail-metrics.mdx): This topic explains how to use guardrail metrics to provide a consistent set of default metrics for evaluating guarded rollouts. - [Creating and managing guardrail metrics](https://launchdarkly.com/docs/home/metrics/guardrail-metrics/create.mdx): This topic explains how to create and manage guardrail metrics groups for use in guarded rollouts. - [Autogenerated metrics](https://launchdarkly.com/docs/home/metrics/autogen-metrics.mdx): This topic explains the metrics LaunchDarkly automatically generates from SDK events and how you can use them to monitor the health of your applications. - [Metric impact](https://launchdarkly.com/docs/home/metrics/metric-impact.mdx): This topic explains how to use the metric Impact tab. - [Snowflake native Experimentation](https://launchdarkly.com/docs/home/warehouse-native/snowflake.mdx): This category includes documentation about how to connect LaunchDarkly to Snowflake and run LaunchDarkly experiments using metric events from your Snowflake warehouse. - [Snowflake data requirements](https://launchdarkly.com/docs/home/warehouse-native/snowflake-requirements.mdx): This topic explains the data requirements for Snowflake native Experimentation. - [Setting up the Snowflake integration](https://launchdarkly.com/docs/home/warehouse-native/snowflake-configure.mdx): This topic explains how to set up the Snowflake integration. - [Snowflake common questions](https://launchdarkly.com/docs/home/warehouse-native/snowflake-questions.mdx): This topic provides answers to common questions about working with Snowflake native Experimentation. - [Warehouse native metrics](https://launchdarkly.com/docs/home/warehouse-native/metrics.mdx): This topic explains how to configure a warehouse native metric for use in LaunchDarkly experiments. Warehouse native metrics measure events stored in an external warehouse you specify. - [Metric data sources](https://launchdarkly.com/docs/home/warehouse-native/metric-data-sources.mdx): This topic explains how to create a metric data source for Snowflake native Experimentation. - [Creating experiments using warehouse native metrics](https://launchdarkly.com/docs/home/warehouse-native/creating.mdx): This topic explains how to set up and configure an experiment in LaunchDarkly that uses metric events from your own data warehouse. - [Connect apps and services to LaunchDarkly](https://launchdarkly.com/docs/home/infrastructure/apps.mdx): This category has documentation topics about different methods to connect your services and applications to LaunchDarkly. - [Custom properties](https://launchdarkly.com/docs/home/infrastructure/custom-properties.mdx): This topic explains how to set up and use custom properties in LaunchDarkly. They let you store integration data in a feature flag. Each custom property you add to a feature flag can contain a list of associated values. - [OAuth applications](https://launchdarkly.com/docs/home/infrastructure/oauth.mdx): This topic explains how to authorize or revoke access of an OAuth app. You can connect your LaunchDarkly account to external applications using the OAuth 2.0 protocol. - [Webhooks](https://launchdarkly.com/docs/home/infrastructure/webhooks.mdx): This topic explains how to create and use webhooks in LaunchDarkly. LaunchDarkly's webhooks allow you to build your own integrations. When something changes, LaunchDarkly sends an HTTP POST payload to the webhook's configured URL. - [The LaunchDarkly API](https://launchdarkly.com/docs/home/infrastructure/api.mdx): This topic explains how to access LaunchDarkly's API documentation. - [LaunchDarkly in China and Pakistan](https://launchdarkly.com/docs/home/infrastructure/china.mdx): This topic explains how to access LaunchDarkly from China or Pakistan. - [LaunchDarkly in the European Union (EU)](https://launchdarkly.com/docs/home/infrastructure/eu.mdx): This topic explains how LaunchDarkly is different in a domain controlled by the European Union (EU). - [LaunchDarkly in federal environments](https://launchdarkly.com/docs/home/infrastructure/federal.mdx): This topic explains how LaunchDarkly is different in a domain controlled by the United States government. - [LaunchDarkly in environments requiring FIPS 140-2 validated encryption modules](https://launchdarkly.com/docs/home/infrastructure/fips-140-2-encryption.mdx): This topic explains how customers can use LaunchDarkly in environments that require that all data is encrypted in transit using FIPS 140-2 validated encryption modules. - [Public IP list](https://launchdarkly.com/docs/home/infrastructure/ip-list.mdx): This topic explains how to access LaunchDarkly through one of our public IPs. If you're using a firewall, add a LaunchDarkly IP range to your firewall settings. - [Projects](https://launchdarkly.com/docs/home/account/project.mdx): This topic explains what projects are in LaunchDarkly. Projects let you manage multiple different business objectives from one LaunchDarkly account. You can use them to manage different priorities, teams, and tasks across your organization. - [Edit projects](https://launchdarkly.com/docs/home/account/edit-project.mdx): This topic describes project settings and how to update them. - [Creating private projects with custom roles](https://launchdarkly.com/docs/home/account/private-projects.mdx): This topic explains how to create private projects or restrict access to projects. It uses the viewProject action to restrict and grant access to projects. - [Views](https://launchdarkly.com/docs/home/account/views.mdx): This category explains what views are in LaunchDarkly and how to use them to organize resources in your projects. - [Creating views](https://launchdarkly.com/docs/home/account/views/create.mdx): This topic explains how to create views and link resources to those views. - [Manage views](https://launchdarkly.com/docs/home/account/views/manage.mdx): This topic explains how to edit and delete views in LaunchDarkly, and how to require resources to be linked to a view. - [Environments](https://launchdarkly.com/docs/home/account/environment.mdx): This category explains what environments are in LaunchDarkly and how to use them to manage different business areas or areas of your product lifecycle. - [Create environments](https://launchdarkly.com/docs/home/account/environment/create.mdx): This topic explains how to create environments in LaunchDarkly. - [Delete environments](https://launchdarkly.com/docs/home/account/environment/delete.mdx): This topic explains how to delete environments in LaunchDarkly. - [Clone environments](https://launchdarkly.com/docs/home/account/environment/clone.mdx): This topic explains how to clone environments in LaunchDarkly. - [Environment settings](https://launchdarkly.com/docs/home/account/environment/settings.mdx): This topic explains the settings available for environments in LaunchDarkly. - [Environment and SDK keys](https://launchdarkly.com/docs/home/account/environment/keys.mdx): This topic explains how to view and copy environment keys and SDK credentials. - [Tags](https://launchdarkly.com/docs/home/account/tags.mdx): This topic explains how to use tags with LaunchDarkly resources. - [Teams](https://launchdarkly.com/docs/home/account/teams.mdx): This category contains documentation topics about how to set up and manage teams within your LaunchDarkly organization. - [Creating a team](https://launchdarkly.com/docs/home/account/create-teams.mdx): This topic explains how to create a new team in LaunchDarkly and the order in which to create teams and roles. - [Managing teams](https://launchdarkly.com/docs/home/account/manage-teams.mdx): This topic explains how to manage team members in LaunchDarkly. - [Managing team maintainers](https://launchdarkly.com/docs/home/account/team-maintainers.mdx): This topic explains how to add and remove team maintainers from teams. - [Deleting teams](https://launchdarkly.com/docs/home/account/delete-teams.mdx): This topic explains how to delete teams in LaunchDarkly. - [Members](https://launchdarkly.com/docs/home/account/members.mdx): This category introduces the concept of account members in LaunchDarkly and shows you how to use the Members list. - [Your member profile](https://launchdarkly.com/docs/home/account/profile.mdx): This topic explains how to access and use the Profile page to manage the information associated with your member profile. - [Using one email for multiple accounts](https://launchdarkly.com/docs/home/account/multiple-accounts.mdx): This topic explains how to use the same email address for multiple LaunchDarkly accounts. - [Roles](https://launchdarkly.com/docs/home/account/roles.mdx): This category describes roles in LaunchDarkly. A role is a description of the access that a member or team has within LaunchDarkly. - [Member role concepts](https://launchdarkly.com/docs/home/account/roles/role-concepts.mdx): This topic is an overview of concepts that are important to creating roles for members and teams. - [Using actions](https://launchdarkly.com/docs/home/account/roles/role-actions.mdx): This topic is a complete reference of all actions that are available to use in role policies. - [Using resources](https://launchdarkly.com/docs/home/account/roles/role-resources.mdx): This topic explains how to specify different resources to use with roles, integrations access, and Relay Proxy access. - [Using role scope](https://launchdarkly.com/docs/home/account/roles/role-scope.mdx): This topic explains how to work with role scope and role attributes. - [Using policies](https://launchdarkly.com/docs/home/account/roles/role-policies.mdx): This topic explains how to work with policies for roles, integrations access, and Relay Proxy access. Policies combine resources and actions into a set of statements that define what members can or cannot do in LaunchDarkly. - [Using tags](https://launchdarkly.com/docs/home/account/roles/role-tags.mdx): This topic explains how to use tags with roles to control who has access to certain resources in LaunchDarkly. - [Using the advanced editor](https://launchdarkly.com/docs/home/account/roles/advanced-editor.mdx): This topic explains how to access and use the advanced editor to create complex roles and policies. The advanced editor is a tool for experienced LaunchDarkly members who want to create their own roles. - [Managing roles assignments](https://launchdarkly.com/docs/home/account/roles/manage-role-assignments.mdx): This topic explains the different role types, and how different roles interact. You can use LaunchDarkly's roles to give each member precise permissions and access to different aspects of LaunchDarkly. - [Assigning roles to members](https://launchdarkly.com/docs/home/account/roles/manage-role-assign.mdx): This topic explains how to assign roles to members in LaunchDarkly. - [Viewing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-view.mdx): This topic explains how to view roles for members in LaunchDarkly. - [Changing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-change.mdx): This topic explains how to change the roles assigned to members in LaunchDarkly. - [Removing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-remove.mdx): This topic explains how to remove roles from members in LaunchDarkly. - [Assigning roles to teams](https://launchdarkly.com/docs/home/account/roles/manage-role-team.mdx): This topic explains how to assign roles to teams in LaunchDarkly. - [Changing account Owners](https://launchdarkly.com/docs/home/account/roles/owners.mdx): This topic explains how to change which account member has the Owner role in your LaunchDarkly account, as well as what the Owner role entails. - [Managing roles](https://launchdarkly.com/docs/home/account/roles/manage-roles.mdx): This section explains what roles are and how to manage them. Roles give you precise access control to everything in LaunchDarkly, including feature flags, projects, environments, metrics, and teams. Use them to enforce access policies that meet your exact needs. - [Organization roles](https://launchdarkly.com/docs/home/account/roles/organization-roles.mdx): This topic explains the organization roles that come with every LaunchDarkly account, and how they relate to each other. - [Project roles](https://launchdarkly.com/docs/home/account/roles/project-roles.mdx): This topic explains the project roles that come with some LaunchDarkly accounts, and how they relate to each other. - [Creating roles and policies](https://launchdarkly.com/docs/home/account/roles/role-create.mdx): This topic explains how to create roles and policies in LaunchDarkly. - [Editing roles](https://launchdarkly.com/docs/home/account/roles/role-edit.mdx): This topic explains how to edit roles and policies in LaunchDarkly. - [Deleting roles](https://launchdarkly.com/docs/home/account/roles/role-delete.mdx): This topic explains how to delete roles in LaunchDarkly. - [Example roles and policies](https://launchdarkly.com/docs/home/account/roles/example-roles.mdx): This topic shows some examples of different roles and policies you can implement with policy statements for roles, integrations access, and Relay Proxy access. - [Account security](https://launchdarkly.com/docs/home/account/secure.mdx): This category has documentation topics about securely managing your LaunchDarkly account and feature flags. - [Single sign-on](https://launchdarkly.com/docs/home/account/sso.mdx): This topic explains what Single Sign-On (SSO) features are available in LaunchDarkly. - [Configure SAML SSO](https://launchdarkly.com/docs/home/account/saml.mdx): This topic explains how to configure your LaunchDarkly account for SAML SSO. - [Active Directory Federation Services (ADFS)](https://launchdarkly.com/docs/home/account/adfs.mdx): This topic explains how to configure a self-hosted ADFS server with LaunchDarkly. - [Entra ID](https://launchdarkly.com/docs/home/account/entra.mdx): This topic explains how to integrate LaunchDarkly with Microsoft Entra ID. The Entra ID App Gallery includes LaunchDarkly and provides a LaunchDarkly application template that facilitates configuration. - [Google Workspace](https://launchdarkly.com/docs/home/account/google.mdx): This topic explains how to configure Google Workspace to support single sign-on (SSO) in LaunchDarkly. - [Okta](https://launchdarkly.com/docs/home/account/okta.mdx): This topic explains how Okta and LaunchDarkly use SCIM to provide user management for your account members. You can connect LaunchDarkly and Okta through the Okta UI, give Okta permissions to modify account members in LaunchDarkly, and even integrate LaunchDarkly custom roles with Okta. - [OneLogin](https://launchdarkly.com/docs/home/account/onelogin.mdx): This topic explains how to connect OneLogin to LaunchDarkly. - [PingIdentity](https://launchdarkly.com/docs/home/account/pingidentity.mdx): This topic explains how to set up SAML-based single sign-on (SSO) with PingIdentity. - [Enable SCIM provisioning](https://launchdarkly.com/docs/home/account/scim.mdx): This topic explains how to enable SCIM user provisioning to work with your SSO-enabled LaunchDarkly account. - [Enable SSO](https://launchdarkly.com/docs/home/account/saml/enable.mdx): This topic explains how to enable SSO for your LaunchDarkly account. - [Disable SSO](https://launchdarkly.com/docs/home/account/saml/disable.mdx): This topic explains how to disable SSO for your LaunchDarkly account. - [Change SSO providers](https://launchdarkly.com/docs/home/account/saml/providers.mdx): This topic explains how to change SSO providers for your LaunchDarkly account. - [Google OAuth](https://launchdarkly.com/docs/home/account/oauth-google.mdx): This topic explains how to configure Google OAuth for LaunchDarkly. - [GitHub OAuth](https://launchdarkly.com/docs/home/account/oauth-github.mdx): This topic explains how to configure GitHub OAuth for LaunchDarkly. - [API access tokens](https://launchdarkly.com/docs/home/account/api.mdx): This topic explains how to use API access tokens to authenticate with the LaunchDarkly REST API. - [Creating API access tokens](https://launchdarkly.com/docs/home/account/api-create.mdx): This topic explains how to create API access tokens. These are required to authenticate with the LaunchDarkly REST API and are one of the options to authenticate with the LaunchDarkly CLI. - [Cloning and deleting access tokens](https://launchdarkly.com/docs/home/account/api-clone-delete.mdx): This topic explains how to clone and delete API access tokens. - [Resetting access tokens](https://launchdarkly.com/docs/home/account/api-reset.mdx): This topic explains how to reset API access tokens. You may need to reset access tokens if your organization's security policies require that you regularly rotate API access tokens, or if you have personnel changes in your organization. - [Multi-factor authentication](https://launchdarkly.com/docs/home/account/mfa.mdx): This topic explains how to set up and use multi-factor authentication to improve the security of your LaunchDarkly account. - [Domain verification](https://launchdarkly.com/docs/home/account/domain-verification.mdx): This topic explains how to verify your domain with LaunchDarkly. This allows members of your organization to access supporting services if your account uses single sign-on (SSO). - [Managing sessions](https://launchdarkly.com/docs/home/account/sessions.mdx): This topic explains how session duration settings work in LaunchDarkly, and how to configure them. LaunchDarkly offers administrators a set of controls to manage how long account members stay logged in to their account, and how often they need to re-authenticate. You can also reset sessions for everyone in your organization. - [Organization access settings](https://launchdarkly.com/docs/home/account/org-settings.mdx): This topic explains how to enable and disable organization access settings in LaunchDarkly. - [Organization announcements](https://launchdarkly.com/docs/home/account/org-announcements.mdx): This topic explains how to enable a custom announcement banner that appears in LaunchDarkly for everyone in your organization. - [Support options](https://launchdarkly.com/docs/home/account/enhanced-support.mdx): This topic explains LaunchDarkly's Support options, including how to use enhanced support, and how to allow LaunchDarkly to use generative AI for Support tickets. - [Resetting your password](https://launchdarkly.com/docs/home/account/reset-password.mdx): This topic explains how to reset your LaunchDarkly password, and what to do if you do not receive a reset email. - [Feature previews](https://launchdarkly.com/docs/home/account/feature-previews.mdx): This topic explains how to use feature previews in LaunchDarkly to access upcoming features before general availability. - [Billing and usage](https://launchdarkly.com/docs/home/account/billing.mdx): This category has documentation topics about how to find your billing plan details and how to visualize your LaunchDarkly usage. - [Account usage metrics](https://launchdarkly.com/docs/home/account/metrics.mdx): This topic explains how to understand the metrics visualized on the plan usage and diagnostic usage pages, and how your usage relates to the LaunchDarkly plan you subscribe to. - [The Billing page](https://launchdarkly.com/docs/home/account/billing-page.mdx): This topic explains the information on the Billing page and how to make changes to the LaunchDarkly plan you subscribe to. - [Calculating billing](https://launchdarkly.com/docs/home/account/calculating-billing.mdx): This topic explains how LaunchDarkly calculates billing for your account. - [LaunchDarkly subscriptions and plans](https://launchdarkly.com/docs/home/account/plans.mdx): This topic explains LaunchDarkly plans and summarizes the features available on each plan. - [Service connections](https://launchdarkly.com/docs/home/account/service-connections.mdx): This topic explains what service connections are and how LaunchDarkly uses them to calculate your bill. - [Changelog](https://launchdarkly.com/docs/home/changelog.mdx): This topic summarizes recent changes to the LaunchDarkly documentation. - [Changelog archive](https://launchdarkly.com/docs/home/changelog/archive.mdx): This topic summarizes older changes to the LaunchDarkly documentation. - [Overview](https://launchdarkly.com/docs/api.md) - [Access Tokens](https://launchdarkly.com/docs/api/access-tokens.md) - [Account Members](https://launchdarkly.com/docs/api/account-members.md) - [Account Usage Beta](https://launchdarkly.com/docs/api/account-usage-beta.md) - [aiConfigsBeta](https://launchdarkly.com/docs/api/ai-configs-beta.md) - [Announcements](https://launchdarkly.com/docs/api/announcements.md) - [Applications Beta](https://launchdarkly.com/docs/api/applications-beta.md) - [Approvals](https://launchdarkly.com/docs/api/approvals.md) - [Approvals Beta](https://launchdarkly.com/docs/api/approvals-beta.md) - [Audit Log](https://launchdarkly.com/docs/api/audit-log.md) - [Code References](https://launchdarkly.com/docs/api/code-references.md) - [Contexts](https://launchdarkly.com/docs/api/contexts.md) - [Context Settings](https://launchdarkly.com/docs/api/context-settings.md) - [Custom Roles](https://launchdarkly.com/docs/api/custom-roles.md) - [Data Export Destinations](https://launchdarkly.com/docs/api/data-export-destinations.md) - [Environments](https://launchdarkly.com/docs/api/environments.md) - [Experiments](https://launchdarkly.com/docs/api/experiments.md) - [Feature Flags](https://launchdarkly.com/docs/api/feature-flags.md) - [Feature Flags Beta](https://launchdarkly.com/docs/api/approvals-beta.md) - [Flag Import Configurations Beta](https://launchdarkly.com/docs/api/flag-import-configurations-beta.md) - [Flag Links Beta](https://launchdarkly.com/docs/api/flag-links-beta.md) - [Flag Triggers](https://launchdarkly.com/docs/api/flag-triggers.md) - [Follow Flags](https://launchdarkly.com/docs/api/follow-flags.md) - [Holdouts Beta](https://launchdarkly.com/docs/api/holdouts-beta.md) - [Insights Charts Beta](https://launchdarkly.com/docs/api/insights-charts-beta.md) - [Insights Deployments Beta](https://launchdarkly.com/docs/api/insights-deployments-beta.md) - [Insights Flag Events Beta](https://launchdarkly.com/docs/api/insights-flag-events-beta.md) - [Insights Pull Requests Beta](https://launchdarkly.com/docs/api/insights-pull-requests-beta.md) - [Insights Repositories Beta](https://launchdarkly.com/docs/api/insights-repositories-beta.md) - [Insights Scores Beta](https://launchdarkly.com/docs/api/insights-scores-beta.md) - [Integration Audit Log Subscriptions](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions.md) - [Integration Delivery Configurations Beta](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta.md) - [Integrations Beta](https://launchdarkly.com/docs/api/integrations-beta.md) - [Layers](https://launchdarkly.com/docs/api/layers.md) - [Metrics](https://launchdarkly.com/docs/api/metrics.md) - [Metrics Beta](https://launchdarkly.com/docs/api/metrics-beta.md) - [O Auth2clients](https://launchdarkly.com/docs/api/o-auth-2-clients.md) - [Persistent Store Integrations Beta](https://launchdarkly.com/docs/api/persistent-store-integrations-beta.md) - [Projects](https://launchdarkly.com/docs/api/projects.md) - [Relay Proxy Configurations](https://launchdarkly.com/docs/api/relay-proxy-configurations.md) - [Release Pipelines Beta](https://launchdarkly.com/docs/api/release-pipelines-beta.md) - [Releases Beta](https://launchdarkly.com/docs/api/releases-beta.md) - [Scheduled Changes](https://launchdarkly.com/docs/api/scheduled-changes.md) - [Segments](https://launchdarkly.com/docs/api/segments.md) - [Tags](https://launchdarkly.com/docs/api/tags.md) - [Teams](https://launchdarkly.com/docs/api/teams.md) - [Teams Beta](https://launchdarkly.com/docs/api/teams-beta.md) - [Users](https://launchdarkly.com/docs/api/users.md) - [Users Beta](https://launchdarkly.com/docs/api/users-beta.md) - [User Settings](https://launchdarkly.com/docs/api/user-settings.md) - [Views Beta](https://launchdarkly.com/docs/api/views-beta.md) - [Webhooks](https://launchdarkly.com/docs/api/webhooks.md) - [Workflows](https://launchdarkly.com/docs/api/workflows.md) - [Workflow Templates](https://launchdarkly.com/docs/api/workflow-templates.md) - [Other](https://launchdarkly.com/docs/api/other.md) - [Tutorials](https://launchdarkly.com/docs/tutorials.mdx): Full-stack code walkthroughs for LaunchDarkly builders. - [Building Framework-Agnostic AI Swarms: Compare LangGraph, Strands, and OpenAI Swarm](https://launchdarkly.com/docs/tutorials/ai-orchestrators.mdx): Build a 3-agent research analysis swarm that runs across three orchestrators. Learn how LaunchDarkly AI Configs enable framework-agnostic agent definitions, per-agent cost tracking, and silent failure detection. - [AI Configs Best Practices](https://launchdarkly.com/docs/tutorials/ai-configs-best-practices.mdx): A comprehensive guide to building production-ready AI applications with LaunchDarkly AI Configs, from your first chatbot to advanced configuration management. - [Build a production LLM data extraction pipeline with LaunchDarkly AI Configs and Vercel AI Gateway](https://launchdarkly.com/docs/tutorials/data-extraction-pipeline.mdx): Turn unstructured text into structured JSON with runtime-configurable schemas. Production-ready pipeline with LaunchDarkly AI Configs for instant model and prompt changes. - [Day 12 | 🎊 New Year, New Observability](https://launchdarkly.com/docs/tutorials/videos/new-year-new-observability.mdx): In this series, we've talked about how observability has changed in 2025, now let's discuss what to expect in the new year. - [Day 11 | ✉️ Letters to Santa: What engineering teams really want from Observability in 2026](https://launchdarkly.com/docs/tutorials/what-eng-teams-really-want-o11y.mdx): Witness Santa's advice in real time to engineering teams in need of unified observability solutions that connect configuration changes to business outcomes. - [Day 10 | Why observability and feature flags go together like milk and cookies](https://launchdarkly.com/docs/tutorials/videos/santa-milk-and-cookies.mdx): A holiday-themed video illustrating the value of connecting feature flags with observability for smoother deployments. - [Day 9 | 👻 The Three Ghosts Haunting Your AI This Holiday Season](https://launchdarkly.com/docs/tutorials/videos/three-ghosts-haunting-ai.mdx): This video explores the three 'ghosts' haunting AI in production: the model layer, knowledge layer, and user layer, and how AI observability tools can help. - [All I Want for Christmas is Observable Multi-Modal Agentic Systems: How Session Replay + Online Evals Revealed How My Holiday Pet App Actually Works](https://launchdarkly.com/docs/tutorials/observability-multimodal-agents.mdx): Learn how combining session replay with online evaluations provides complete observability for multi-modal AI systems. See real examples from a holiday pet casting app using DALL-E 3 and AI evaluations. - [Day 7 | 🎄✨The Rockefeller tree in NYC: SLOs that actually drive decisions](https://launchdarkly.com/docs/tutorials/o11y-that-drives-decisions.mdx): Learn how to build SLOs that actually drive decisions by starting with business impact (the roots), connecting to solid telemetry (the trunk), and ending with actionable targets (the leaves) that influence roadmaps and guide engineering choices. - [Day 6 | 💸 The famous green character that stole your cloud budget: the cardinality problem](https://launchdarkly.com/docs/tutorials/cloud-budget-observability-holiday.mdx): Learn 3 ways to stop cardinality from stealing your cloud budget. - [Day 5 | 🧹 Using a Popular Tidying Method to Consolidate Your Observability Stack](https://launchdarkly.com/docs/tutorials/videos/consolidating-observability-tools.mdx): Learn to apply a popular tidying method to tidy and consolidate an inflated observability stack. - [Day 4 | ❄️ Tracing the impact of holiday styling in your Node.js app](https://launchdarkly.com/docs/tutorials/observability-holiday-tracing.mdx): Use LaunchDarkly's flags with the observability SDK to release and observe seasonal-themed CSS. - [Day 3 | 🔔 Jingle All the Way to Zero-Config Observability](https://launchdarkly.com/docs/tutorials/zero-config-observability-holiday.mdx): Learn how to get feature flag context automatically injected into your OTel traces without writing instrumentation code. - [Day 2 | 🎅 He knows if you have been bad or good... But what if he gets it wrong?](https://launchdarkly.com/docs/tutorials/day-two-holiday-campaign_2025.mdx): When Santa's AI misjudges Emma and puts her on the Naughty List, traditional observability can't help. Find out why AI agents need three layers of observability. - [Collecting user feedback in your app with feature flags](https://launchdarkly.com/docs/tutorials/collect-qualitative-user-feedback-homepage.mdx): Learn how users feel about your app's features so you can make data-driven product decisions with sentiment analysis. - [Day 1 | 🎄 Observability under the Tree: What Changed in 2025](https://launchdarkly.com/docs/tutorials/observability-2025-recap-holiday.mdx): Get a full recap of the key innovations in observability this year: AI-native otel, mobile session replay and more. - [Build a User Frustration Detection & Response System by Connecting Rage Click Detection to Guarded Releases](https://launchdarkly.com/docs/tutorials/connecting-rage-clicks-to-guarded-releases.mdx): Learn how to connect rage click detection to LaunchDarkly Guarded Releases for automating actions. - [When to Use Prompt-Based vs Agent Mode in LaunchDarkly for AI Applications: A Guide for LangGraph, OpenAI, and Multi-Agent Systems](https://launchdarkly.com/docs/tutorials/agent-vs-completion.mdx): Understand when to use prompt-based mode vs agent mode in LaunchDarkly AI Configs. Learn the real differences, provider patterns, and decision frameworks for LangGraph, OpenAI, and multi-agent systems. - [LLM evaluation guide: When to add online evals to your AI application](https://launchdarkly.com/docs/tutorials/when-to-add-online-evals.mdx): A practical guide for LLM observability, AI evaluation, and real-time quality monitoring in production with LaunchDarkly - [Detecting User Frustration: Understanding rage clicks and session replay](https://launchdarkly.com/docs/tutorials/detecting-user-frustration-session-replay.mdx): Learn how to automatically detect user frustration with LaunchDarkly's session replay and rage clicks. - [AI Config CI/CD Pipeline: Automated Quality Gates and Safe Deployment](https://launchdarkly.com/docs/tutorials/aic-cicd.mdx): Build a CI/CD pipeline that validates and tests LaunchDarkly AI Configs before deployment, with automated quality gates, guardrails, and instant rollback. - [Resilient architecture patterns for LaunchDarkly's SDKs](https://launchdarkly.com/docs/tutorials/sdk-resilience-best-practices.mdx): Building architecture that can withstand unpredictable conditions is possible. Let's talk about how. - [Proving ROI with Data-Driven AI Agent Experiments](https://launchdarkly.com/docs/tutorials/ai-experiments-roi.mdx): Measure & prove the ROI of AI model changes with LaunchDarkly experiments. Discover unexpected performance wins and cost paradoxes via statistical analysis. - [A Deeper Look at LaunchDarkly Architecture: More than Feature Flags](https://launchdarkly.com/docs/tutorials/ld-arch-deep-dive.mdx): Our infrastructure delivers flags in milliseconds so you can ship software at scale. Learn about how LaunchDarkly's foundations works under the hood. - [Add observability to your React Native application in 5 minutes](https://launchdarkly.com/docs/tutorials/react-native-observability.mdx): See how your React Native iOS app is performing. Integrate LaunchDarkly’s new Observability SDK. - [Smart AI Agent Targeting with MCP Tools](https://launchdarkly.com/docs/tutorials/multi-agent-mcp-targeting.mdx): Transform your basic multi-agent system with business tiers, geographic targeting, and MCP tool integration using LaunchDarkly AI Configs. - [Build a LangGraph Multi-Agent system in 20 Minutes with LaunchDarkly AI Configs](https://launchdarkly.com/docs/tutorials/agents-langgraph.mdx): Build a multi-agent system with dynamic configuration in 20 minutes using LangGraph multi-agent workflows, RAG search, and LaunchDarkly AI Configs. - [Snowflake Cortex Completion API + LaunchDarkly SDK Integration](https://launchdarkly.com/docs/tutorials/snowflake-tutorial.mdx): Walk through an integration between the Snowflake Cortex Completion API and LaunchDarkly's AI SDKs to make runtime changes to AI models and prompts. - [Using AI Configs to review database changes](https://launchdarkly.com/docs/tutorials/ai-configs-review-database-changes.mdx): Learn how to use LaunchDarkly AI Configs to automatically review and validate database schema changes before they are deployed. - [How to implement WebSockets and kill switches in a Python application](https://launchdarkly.com/docs/tutorials/python-flask-websockets-kill-switch-flags.mdx): Kill switches can prevent your entire app from failing. Learn to use a websocket library to update your Python Flask app when a kill switch flag is flipped. - [4 hacks to turbocharge your Cursor productivity](https://launchdarkly.com/docs/tutorials/cursor-tips-and-tricks.mdx): Tips and tricks to make Cursor more accurate, personalized, and extensible. - [Create a feature flag in your IDE in 5 minutes with LaunchDarkly's MCP server](https://launchdarkly.com/docs/tutorials/mcp-server-feature-flags.mdx): You can now create, evaluate, and modify flags from within your IDE using natural language with LaunchDarkly's MCP server. - [DeepSeek vs Qwen: local model showdown featuring LaunchDarkly AI Configs](https://launchdarkly.com/docs/tutorials/ollama-javascript.mdx): Compare the performance of two new open-source models (DeepSeek r1 and Alibaba's Qwen) using Ollama and LaunchDarkly AI Configs. - [Video tutorials](https://launchdarkly.com/docs/tutorials/videos.mdx): This section contains videos about using different LaunchDarkly features - [Day 12 | 🎊 New Year, New Observability](https://launchdarkly.com/docs/tutorials/videos/new-year-new-observability.mdx): In this series, we've talked about how observability has changed in 2025, now let's discuss what to expect in the new year. - [Day 10 | Why observability and feature flags go together like milk and cookies](https://launchdarkly.com/docs/tutorials/videos/santa-milk-and-cookies.mdx): A holiday-themed video illustrating the value of connecting feature flags with observability for smoother deployments. - [Day 9 | 👻 The Three Ghosts Haunting Your AI This Holiday Season](https://launchdarkly.com/docs/tutorials/videos/three-ghosts-haunting-ai.mdx): This video explores the three 'ghosts' haunting AI in production: the model layer, knowledge layer, and user layer, and how AI observability tools can help. - [Day 5 | 🧹 Using a Popular Tidying Method to Consolidate Your Observability Stack](https://launchdarkly.com/docs/tutorials/videos/consolidating-observability-tools.mdx): Learn to apply a popular tidying method to tidy and consolidate an inflated observability stack. - [How to target users in production without redeploying code](https://launchdarkly.com/docs/tutorials/videos/target-users-production.mdx): This video explains how to use LaunchDarkly to create a segments that target different users in production. - [How to run safe migrations using feature flags](https://launchdarkly.com/docs/tutorials/videos/run-safe-migration.mdx): This video explains how to safely and efficiently run a stage migration and monitor metrics. - [How to vibe code safely using LaunchDarkly feature flags](https://launchdarkly.com/docs/tutorials/videos/vibe-coding-error-protection.mdx): How to vibe code safely, using LaunchDarkly feature flags - [How to set up a kill switch for any feature in production](https://launchdarkly.com/docs/tutorials/videos/kill-switch.mdx): This video explains how to use LaunchDarkly to create a kill switch that disables a feature in production. - [How to roll out a feature with LaunchDarkly](https://launchdarkly.com/docs/tutorials/videos/roll-out-and-scale.mdx): This video explains how to use LaunchDarkly to roll out a feature - [Flagship, an engineering blog](https://launchdarkly.com/docs/blog.mdx): Fresh takes from LaunchDarkly's engineering team - [5 takeaways from my first PyCon JP conference](https://launchdarkly.com/docs/blog/pyconjp-25-takeaways.mdx): My experience speaking at my first regional tech conference. - [Dungeons & Downtimes: XP gained from our adventure](https://launchdarkly.com/docs/blog/dungeons-downtimes.mdx): Exploring production readiness via tabletop gaming - [Use Reverse Proxy for custom domain requests](https://launchdarkly.com/docs/blog/reverse-proxy-custom-domains.mdx): Use LaunchDarkly with a custom domain and keep your security team happy - [Adventures in dogfooding: Guarded Releases](https://launchdarkly.com/docs/blog/dogfooding-guardian-edition.mdx): Using guarded rollouts to de-risk our own release - [A quick tool for npm package scanning](https://launchdarkly.com/docs/blog/npm-breach-supply-chain-security.mdx): Create a SBOM for your Node.js repos & identify compromised packages - [My DEF CON 33 experience](https://launchdarkly.com/docs/blog/defcon-33-takeaways.mdx): Key Takeaways from the Hacker Capital of the World. - [Make every launch a big deal](https://launchdarkly.com/docs/blog/celebrating-every-launch.mdx): Quick ways to celebrate every ship, big and small. - [A tale of three rate limiters](https://launchdarkly.com/docs/blog/rate-limiters.mdx): Centralized, floodgate, and Poisson rate limiting: evaluating tradeoffs. - [My good friend Claude](https://launchdarkly.com/docs/blog/my-good-friend-claude.mdx): Let's explore how agent(s) can help us execute faster. - [My approach to React app architecture in 2025](https://launchdarkly.com/docs/blog/react-architecture-2025.mdx): Component complexity can be mitigated by following two patterns. - [Fun with JS streams](https://launchdarkly.com/docs/blog/fun-js-streams.mdx): Explore three key benefits of JavaScript streams. - [Moonshots XXII: Hack to the Future recap](https://launchdarkly.com/docs/blog/2025-hackathon-recap.mdx): Great Scott! The projects abounded. - [Onboarding](https://launchdarkly.com/docs/home/onboarding.mdx): Quickstart guides to get up and running with LaunchDarkly SDKs in minutes. - [Set up .NET (server-side) SDK](https://launchdarkly.com/docs/home/onboarding/dotnet-server.mdx): Install and initialize the LaunchDarkly .NET (server-side) SDK - [Set up Android SDK](https://launchdarkly.com/docs/home/onboarding/android.mdx): Install and initialize the LaunchDarkly Android SDK - [Set up Go SDK](https://launchdarkly.com/docs/home/onboarding/go.mdx): Install and initialize the LaunchDarkly Go SDK - [Set up iOS SDK](https://launchdarkly.com/docs/home/onboarding/ios.mdx): Install and initialize the LaunchDarkly iOS SDK - [Set up Java SDK](https://launchdarkly.com/docs/home/onboarding/java.mdx): Install and initialize the LaunchDarkly Java SDK - [Set up JavaScript SDK](https://launchdarkly.com/docs/home/onboarding/javascript.mdx): Install and initialize the LaunchDarkly JavaScript SDK - [Set up Node.js (client-side) SDK](https://launchdarkly.com/docs/home/onboarding/node-client.mdx): Install and initialize the LaunchDarkly Node.js (client-side) SDK - [Set up Node.js (server-side) SDK](https://launchdarkly.com/docs/home/onboarding/node-server.mdx): Install and initialize the LaunchDarkly Node.js (server-side) SDK - [Set up Python SDK](https://launchdarkly.com/docs/home/onboarding/python.mdx): Install and initialize the LaunchDarkly Python SDK - [Set up React Native SDK](https://launchdarkly.com/docs/home/onboarding/react-native.mdx): Install and initialize the LaunchDarkly React Native SDK - [Set up React Web SDK](https://launchdarkly.com/docs/home/onboarding/react-web.mdx): Install and initialize the LaunchDarkly React Web SDK - [Set up Vue SDK](https://launchdarkly.com/docs/home/onboarding/vue.mdx): Install and initialize the LaunchDarkly Vue SDK - [Overview](https://launchdarkly.com/docs/home.mdx) - [Get started](https://launchdarkly.com/docs/home/getting-started.mdx): This topic describes how to get started with LaunchDarkly. The other topics in this category contain a high-level introduction to LaunchDarkly. - [LaunchDarkly CLI](https://launchdarkly.com/docs/home/getting-started/ldcli.mdx): This topic describes how to get started with the LaunchDarkly CLI. - [LaunchDarkly CLI commands](https://launchdarkly.com/docs/home/getting-started/ldcli-commands.mdx): This topic describes common commands and configuration options in the LaunchDarkly CLI. - [LaunchDarkly MCP server](https://launchdarkly.com/docs/home/getting-started/mcp.mdx): This topic describes how to get started with the LaunchDarkly Model Context Protocol (MCP) server. - [LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar.mdx): This category has documentation topics about the LaunchDarkly developer toolbar. - [Setting up the LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar-setup.mdx): This topic describes how to install the LaunchDarkly developer toolbar. - [Using the LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar-using.mdx): This topic describes how to use the LaunchDarkly developer toolbar. - [Setting up an SDK](https://launchdarkly.com/docs/home/getting-started/setting-up.mdx): This topic explains how to set up an SDK to begin using LaunchDarkly. - [Joining an account](https://launchdarkly.com/docs/home/getting-started/join-account.mdx): This topic explains how to join LaunchDarkly as a new account member. - [Logging in with SSO](https://launchdarkly.com/docs/home/getting-started/login-sso.mdx): This topic explains how to log into LaunchDarkly for the first time using an SSO provider. - [Using feature management](https://launchdarkly.com/docs/home/getting-started/feature-management.mdx): This topic discusses using feature management at a high level, describes some key parts of the LaunchDarkly user interface (UI), and suggests different ways to learn more about working in LaunchDarkly. - [Getting started in different roles](https://launchdarkly.com/docs/home/getting-started/roles.mdx): This topic includes suggested paths through the LaunchDarkly documentation specific to your role. - [Launch Insights](https://launchdarkly.com/docs/home/getting-started/launch-insights.mdx): This topic describes the Launch Insights dashboard. Launch Insights is an executive-level dashboard that summarizes how your organization is adopting the best practices associated with risk-free releases. - [LaunchDarkly architecture](https://launchdarkly.com/docs/home/getting-started/architecture.mdx): This topic gives a high-level explanation of LaunchDarkly's platform architecture. - [LaunchDarkly vocabulary](https://launchdarkly.com/docs/home/getting-started/vocabulary.mdx): This topic defines common words used in the LaunchDarkly application and documentation. - [Create flags](https://launchdarkly.com/docs/home/flags/create.mdx): This category explains how to use LaunchDarkly to create your feature flags. - [Creating new flags](https://launchdarkly.com/docs/home/flags/new.mdx): This topic explains how to create new feature flags in LaunchDarkly. - [Flag types](https://launchdarkly.com/docs/home/flags/types.mdx): This topic explains the four types of feature flags and when to use them. - [Turning flags on and off](https://launchdarkly.com/docs/home/flags/toggle.mdx): This topic explains how to enable and disable flags from the Flags list. - [Creating flag variations](https://launchdarkly.com/docs/home/flags/variations.mdx): This topic explains how to create and edit your feature flag's variations and outlines the different types of flag variations. - [Cloning existing flags](https://launchdarkly.com/docs/home/flags/clone.mdx): This topic explains how to create new flags by cloning existing flags in LaunchDarkly. - [Importing flags](https://launchdarkly.com/docs/home/flags/import.mdx): This topic explains how to import flags from other feature management tools into LaunchDarkly. - [Flag settings](https://launchdarkly.com/docs/home/flags/flag-settings.mdx): This topic explains how to edit a feature flag's environment-specific and project-wide settings. - [Target with flags](https://launchdarkly.com/docs/home/flags/target.mdx): This topic explains how to use flag targeting to control which of your customers receive a variation of a feature flag, based on their context. - [Targeting rules](https://launchdarkly.com/docs/home/flags/target-rules.mdx): This topic explains how to use flag targeting rules to serve flag variations to different contexts based on their attributes. - [Individual targeting](https://launchdarkly.com/docs/home/flags/individual-targeting.mdx): This topic explains how to control which individual contexts receive a variation of a feature flag, based on the context key. - [Bulk targeting](https://launchdarkly.com/docs/home/flags/bulk-targeting.mdx): This topic explains how to perform edits on groups of contexts, or export all the contexts a flag is targeted to. - [Mobile targeting](https://launchdarkly.com/docs/home/flags/mobile-targeting.mdx): This topic explains how to control which mobile apps and devices receive a variation of a feature flag. - [Custom rules](https://launchdarkly.com/docs/home/flags/custom-rules.mdx): This topic explains how to use custom rules to target contexts based on their attributes. - [JSON targeting](https://launchdarkly.com/docs/home/flags/json-targeting.mdx): This topic explains how to create and edit flag targeting rules using JSON. - [Converting rules into segments](https://launchdarkly.com/docs/home/flags/rules-segments.mdx): This topic explains how convert targeting rules into reusable segments. - [Testing changes to flag targeting](https://launchdarkly.com/docs/home/flags/preview-rules.mdx): This topic explains how to use the test run feature to find out which variation a particular context will receive for a given feature flag. - [Flag templates](https://launchdarkly.com/docs/home/flags/templates.mdx): This topic explains the different types of flags available in LaunchDarkly. - [Custom flags](https://launchdarkly.com/docs/home/flags/custom.mdx): This topic explains how to get started with custom flags. - [Release flags](https://launchdarkly.com/docs/home/flags/release.mdx): This topic explains how you can use release flags to progressively roll out functionality. - [Kill switch flags](https://launchdarkly.com/docs/home/flags/killswitch.mdx): This topic explains how you can use kill switch or circuit breaker flags to shut off functionality. - [Experiment flags](https://launchdarkly.com/docs/home/flags/experiment.mdx): This topic explains how you can use experiment flags to test a hypothesis. - [Migration flags](https://launchdarkly.com/docs/home/flags/migration.mdx): This topic explains how you can use migration flags to take the complexity and risk out of modernizing your tech stack. - [Creating migration flags](https://launchdarkly.com/docs/home/flags/create-migration.mdx): This topic explains how you can create migration flags. - [Targeting with migration flags](https://launchdarkly.com/docs/home/flags/target-migration.mdx): This topic explains how you can target contexts using migration flags. - [Migration flag metrics](https://launchdarkly.com/docs/home/flags/migration-metrics.mdx): This topic explains how you can use metrics to track the progress of a migration flag. - [Manage flags](https://launchdarkly.com/docs/home/flags/manage.mdx): This category explains how to organize your flags across different environments in your LaunchDarkly project. - [The Flags list](https://launchdarkly.com/docs/home/flags/list.mdx): This topic explains how to use the Flags list, which shows your feature flags and gives you options to create, modify, and manage them. - [Flag links](https://launchdarkly.com/docs/home/flags/links.mdx): This topic explains how to create and use flag links to view external mentions of flags and relevant materials from other tools and services. - [Comparing and copying flag settings](https://launchdarkly.com/docs/home/flags/compare-copy.mdx): This topic explains how to compare and copy flag settings between two environments. - [Viewing flags across environments](https://launchdarkly.com/docs/home/flags/view-across.mdx): This topic explains how to view flags across multiple environments. - [Deprecating flags](https://launchdarkly.com/docs/home/flags/deprecate.mdx): This topic explains how to deprecate flags you no longer need. - [Archiving flags](https://launchdarkly.com/docs/home/flags/archive.mdx): This topic explains how to clean up flags you no longer need. - [Deleting flags](https://launchdarkly.com/docs/home/flags/delete.mdx): This topic explains how to permanently delete flags that are already archived. - [Flag prerequisites](https://launchdarkly.com/docs/home/flags/prereqs.mdx): This topic explains how to use feature flag prerequisites to enable or disable features based on different states. - [The off variation](https://launchdarkly.com/docs/home/flags/off-variation.mdx): This topic explains how to set the off variation for a flag. - [The default rule](https://launchdarkly.com/docs/home/flags/default-rule.mdx): This topic explains how to set the default rule for a flag. - [Flag statuses and lifecycle stages](https://launchdarkly.com/docs/home/flags/flag-status.mdx): This topic explains what the different flag statuses are, and how they relate to a flag's lifecycle. - [Flag lifecycle settings](https://launchdarkly.com/docs/home/flags/flag-lifecycle-settings.mdx): This topic describes flag lifecycle settings and how to update them. The flag lifecycle settings let you customize the criteria that LaunchDarkly uses to determine when flags are ready to be archived. - [Project-level flag settings](https://launchdarkly.com/docs/home/flags/proj-flag-settings.mdx): This topic describes project-level flag settings and how to update them. - [Code references](https://launchdarkly.com/docs/home/flags/code-references.mdx): This topic explains how to use code references in LaunchDarkly to find and manage references to your feature flags. The code references feature lets you find source code references to your feature flags within LaunchDarkly. - [Bitbucket code references](https://launchdarkly.com/docs/home/flags/code-references/bitbucket.mdx): This topic explains how to use the ld-find-code-refs utility with Bitbucket code references to create code references in LaunchDarkly. - [CircleCI code references](https://launchdarkly.com/docs/home/flags/code-references/circleci.mdx): This topic explains how you can use the ld-find-code-refs utility with CircleCI to automatically populate code references in LaunchDarkly. - [Custom configuration with ld-find-code-refs](https://launchdarkly.com/docs/home/flags/code-references/custom-config.mdx): This topic gives a high-level explanation of how to use the ld-find-code-refs script to perform other functions. - [GitHub code references](https://launchdarkly.com/docs/home/flags/code-references/github-actions.mdx): This topic explains how to use the ld-find-code-refs utility with GitHub code references to automatically populate code references in LaunchDarkly. - [GitLab code references](https://launchdarkly.com/docs/home/flags/code-references/gitlab.mdx): This topic explains how to set up and configure the GitLab code references to use with LaunchDarkly. You can use the ld-find-code-refs utility with GitLab code references to automatically populate code references in LaunchDarkly. - [AI Configs](https://launchdarkly.com/docs/home/ai-configs.mdx): The topics in this category explain how to use LaunchDarkly to manage your AI Configs. You can use AI Configs to customize, test, and roll out new large language models (LLMs) within your generative AI applications. - [Quickstart for AI Configs](https://launchdarkly.com/docs/home/ai-configs/quickstart.mdx): This topic explains how to get started with the LaunchDarkly AI Configs product. - [Create AI Configs](https://launchdarkly.com/docs/home/ai-configs/create.mdx): This topic explains how to create and update AI Configs. - [Create and manage AI Config variations](https://launchdarkly.com/docs/home/ai-configs/create-variation.mdx): This topic explains how to create and manage AI Config variations. - [Compare AI Config variation versions](https://launchdarkly.com/docs/home/ai-configs/compare-variation-versions.mdx): This topic explains how to compare versions of an AI Config variation. - [Create and manage AI model configurations](https://launchdarkly.com/docs/home/ai-configs/create-model-config.mdx): This topic explains how to create and manage custom models to use in AI Configs. - [Target with AI Configs](https://launchdarkly.com/docs/home/ai-configs/target.mdx): This topic explains how to use AI Config targeting to control which of your customers receive a particular variation of an AI Config, based on their context. - [Monitor AI Configs](https://launchdarkly.com/docs/home/ai-configs/monitor.mdx): This topic explains how to monitor the performance of your AI Configs. - [View AI Config trends explorer](https://launchdarkly.com/docs/home/ai-configs/trends.mdx): This topic explains how to use the AI Config trends explorer to view aggregated performance metrics across multiple AI Configs. - [Manage AI Configs](https://launchdarkly.com/docs/home/ai-configs/manage.mdx): This topic explains how to view and manage AI Configs. - [Online evaluations in AI Configs](https://launchdarkly.com/docs/home/ai-configs/online-evaluations.mdx): This topic describes how to run online evaluations on AI Config variations by attaching judges that score responses for accuracy, relevance, and toxicity. - [Run experiments with AI Configs](https://launchdarkly.com/docs/home/ai-configs/experimentation.mdx): This topic introduces the role of AI Configs in LaunchDarkly Experimentation. - [AI Configs and information privacy](https://launchdarkly.com/docs/home/ai-configs/privacy.mdx): This topic describes how the LaunchDarkly AI Configs product treats personally identifiable information (PII). - [Agents in AI Configs](https://launchdarkly.com/docs/home/ai-configs/agents.mdx): This topic explains how to create and use agent-based AI Configs to support structured, multi-step AI workflows with shared tools and performance monitoring. - [Tools in AI Configs](https://launchdarkly.com/docs/home/ai-configs/tools-library.mdx): This topic explains how to manage and use tools in AI Configs. - [LLM playground](https://launchdarkly.com/docs/home/ai-configs/playground.mdx): This topic explains how to use the LLM playground to create and run evaluations that measure the quality of model outputs before deployment. - [Contexts](https://launchdarkly.com/docs/home/flags/contexts.mdx): This category has documentation topics about LaunchDarkly contexts. Contexts are people, services, machines, or other resources that encounter feature flags in your product. - [An introduction to contexts](https://launchdarkly.com/docs/home/flags/contexts/intro.mdx): This topic summarizes what contexts are and provides resources to learn how to use them. - [The Contexts list](https://launchdarkly.com/docs/home/flags/contexts-list.mdx): This topic explains what the Contexts list is, how it is populated, and how to use it. - [Filtering the Contexts list](https://launchdarkly.com/docs/home/flags/contexts-list-filtering.mdx): This topic explains how to filter contexts on the Contexts list. You can filter contexts on the Contexts list by context kind, name, key, or attribute. - [The context details page](https://launchdarkly.com/docs/home/flags/context-details.mdx): This topic explains what the context details page is. The context details page gives you a detailed view of a context and lets you customize its experience from one screen. - [Context instances](https://launchdarkly.com/docs/home/flags/context-instances.mdx): This topic includes information about context instances. - [Context kinds](https://launchdarkly.com/docs/home/flags/context-kinds.mdx): This topic explains what context kinds are and how to use them. - [Viewing context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-view.mdx): This topic explains how to view context kinds. - [Creating and editing context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-create.mdx): This topic explains how to create and edit context kinds. - [Archiving context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-archive.mdx): This topic explains how to archive and restore archived context kinds. - [Context attributes](https://launchdarkly.com/docs/home/flags/context-attributes.mdx): This topic explains what context attributes are, how to configure them, and how LaunchDarkly uses them to evaluate flags and display flag variations to your customers. - [Built-in attributes](https://launchdarkly.com/docs/home/flags/built-in-attributes.mdx): This topic explains what built-in attributes are and how to configure them. - [Custom attributes](https://launchdarkly.com/docs/home/flags/custom-attributes.mdx): This topic explains what custom context attributes are and how to configure them. - [Using private context attributes](https://launchdarkly.com/docs/home/flags/private-context-attributes.mdx): This topic explains how to create targeting rules that target contexts based on attributes that may or may not be stored in LaunchDarkly. - [Multi-contexts](https://launchdarkly.com/docs/home/flags/multi-contexts.mdx): This topic includes information about multi-contexts and context instances. Contexts are people, services, machines, or other resources that encounter feature flags in your product. - [Anonymous contexts](https://launchdarkly.com/docs/home/flags/anonymous-contexts.mdx): This topic explains what anonymous contexts are, how their information is handled in LaunchDarkly, and how they contribute to your monthly account usage. - [Segments](https://launchdarkly.com/docs/home/flags/segments.mdx): This topic introduces the concept of segments. Segments let you target groups of contexts individually or by attribute. - [Creating segments](https://launchdarkly.com/docs/home/flags/segments-create.mdx): This topic explains how to create rule-based, smaller list-based, larger list-based, and synced segments. - [Targeting contexts in rule-based and smaller list-based segments](https://launchdarkly.com/docs/home/flags/rule-based-segments.mdx): This topic explains how to target contexts in rule-based and smaller list-based segments. - [Targeting contexts in larger list-based segments](https://launchdarkly.com/docs/home/flags/list-based-segments.mdx): This topic explains how to target contexts within larger list-based segments. - [Targeting segments](https://launchdarkly.com/docs/home/flags/segment-targeting.mdx): This topic explains how to target a segment in a flag rule. - [Managing segments](https://launchdarkly.com/docs/home/flags/segment-management.mdx): This topic explains how to edit and delete segments. - [Segment types](https://launchdarkly.com/docs/home/flags/segment-types.mdx): This topic explains different segment types and when to use them. - [Segments synced from external tools](https://launchdarkly.com/docs/home/flags/synced-segments.mdx): This topic explains how to create segments that sync with an external tool. - [Syncing segments with Amplitude cohorts](https://launchdarkly.com/docs/home/flags/amplitude.mdx): This topic explains how to create segments that sync with an Amplitude cohort. - [Syncing segments with Census](https://launchdarkly.com/docs/home/flags/census.mdx): This topic links to Census's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Heap](https://launchdarkly.com/docs/home/flags/heap.mdx): This topic links to Heap's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Hightouch](https://launchdarkly.com/docs/home/flags/hightouch.mdx): This topic links to Hightouch's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with RudderStack Audiences](https://launchdarkly.com/docs/home/flags/rudderstack.mdx): This topic links to RudderStack's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Tealium Audiences](https://launchdarkly.com/docs/home/flags/tealium.mdx): This topic links to Tealium's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Twilio Segment Audiences](https://launchdarkly.com/docs/home/flags/twilio.mdx): This topic explains how to create segments that sync with a Twilio Segment Audience. - [Syncing segments with Zeotap](https://launchdarkly.com/docs/home/flags/zeotap.mdx): This topic links to Zeotap's documentation for its LaunchDarkly synced segment integration. - [SDK and integration configuration for segments](https://launchdarkly.com/docs/home/flags/segment-config.mdx): This topic explains the configuration process and requirements for synced segments and larger list-based segments. - [Releasing features with LaunchDarkly](https://launchdarkly.com/docs/home/releases/releasing.mdx): This topic compares several options LaunchDarkly provides for releasing features to production gradually and safely. - [Release policies](https://launchdarkly.com/docs/home/releases/release-policies.mdx): This topic explains how to use release policies to define preferred release methods for environments and standardize how your organization configures feature releases. - [Percentage rollouts](https://launchdarkly.com/docs/home/releases/percentage-rollouts.mdx): This topic explains how to use percentage rollouts to release new features incrementally. - [Percentage rollouts by context attribute](https://launchdarkly.com/docs/home/releases/attribute-rollout.mdx): This topic explains how to perform percentage rollouts by associating flag variations with context attributes. - [Progressive rollouts](https://launchdarkly.com/docs/home/releases/progressive-rollouts.mdx): This topic explains what progressive rollouts are and why you might use them to release new features incrementally. - [Creating and managing progressive rollouts](https://launchdarkly.com/docs/home/releases/create-progressive-rollouts.mdx): This topic explains how to create and manage progressive rollouts to release new features incrementally. - [Progressive rollout health checks](https://launchdarkly.com/docs/home/releases/progressive-health-checks.mdx): This topic explains how to use health checks for progressive rollouts to confirm your rollout setup and troubleshoot configuration problems. - [Guarded rollouts](https://launchdarkly.com/docs/home/releases/guarded-rollouts.mdx): This topic explains how to monitor metrics on flag and AI Config releases and configure LaunchDarkly to take action on the results. - [Creating guarded rollouts](https://launchdarkly.com/docs/home/releases/creating-guarded-rollouts.mdx): This topic explains how to create a guarded rollout. - [Setting up contexts for guarded rollouts](https://launchdarkly.com/docs/home/releases/context-kinds.mdx): This topic explains how to set up context kinds for randomized targeting in a guarded rollout. - [Health checks for guarded rollouts](https://launchdarkly.com/docs/home/releases/guarded-health-checks.mdx): This topic explains how to use health checks for guarded rollouts to confirm your rollout setup and troubleshoot configuration problems. - [Regression thresholds for guarded rollouts](https://launchdarkly.com/docs/home/releases/regression-thresholds.mdx): This topic explains how to determine a custom regression threshold for a guarded rollout. - [Managing guarded rollouts](https://launchdarkly.com/docs/home/releases/managing-guarded-rollouts.mdx): This topic explains how to manage guarded rollouts. - [Guarded rollout errors](https://launchdarkly.com/docs/home/releases/errors.mdx): This topic explains how to investigate and debug certain front-end user errors in your guarded rollouts. - [Feature monitoring](https://launchdarkly.com/docs/home/releases/feature-monitoring.mdx): This topic explains how to use feature monitoring to evaluate the performance of a feature flag. - [Flag evaluations](https://launchdarkly.com/docs/home/releases/flag-evaluations.mdx): This topic explains how to use the flag evaluations graph to observe flag evaluations over time. - [Flag audiences](https://launchdarkly.com/docs/home/releases/flag-audiences.mdx): This topic explains how to use flag audiences to understand who evaluated a flag, which variation they received, and what occurred during those evaluations, based on sessions and observability data. - [Live events](https://launchdarkly.com/docs/home/releases/live-events.mdx): This topic explains how to use live events. The Live events page gives you real-time insight into the events your application is sending to LaunchDarkly, so you can ensure that you've set up LaunchDarkly correctly. - [Collecting user feedback](https://launchdarkly.com/docs/home/releases/user-feedback.mdx): This topic explains how to configure your application to send qualitative user feedback to LaunchDarkly. Each piece of user feedback is associated with a specific flag variation, creating a direct connection between user sentiment and feature performance. - [Release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines.mdx): This topic explains how you can use automated releases to standardize and automate the release process for your feature flags. - [Creating release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-create.mdx): This topic explains how to create and configure release pipelines to use in automated releases. - [Adding and removing flags from release pipelines](https://launchdarkly.com/docs/home/releases/adding-flags.mdx): This topic explains how to add, remove, and move flags between existing release pipelines. - [Managing release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-manage.mdx): This topic explains how to duplicate and manage release pipelines. - [Deleting release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-delete.mdx): This topic explains how to delete release pipelines. - [Engineering insights](https://launchdarkly.com/docs/home/releases/eng-insights.mdx): This category contains documentation topics about LaunchDarkly's engineering insights feature. - [Get started with engineering insights](https://launchdarkly.com/docs/home/releases/get-started.mdx): This topic explains how to set up projects, environments, and applications, and begin using engineering insights. - [Send deployment information](https://launchdarkly.com/docs/home/releases/config-deployment.mdx): This topic explains how to configure your app to send deployment information to LaunchDarkly. - [Install the GitHub app](https://launchdarkly.com/docs/home/releases/github-app.mdx): This topic explains how to install the GitHub app for engineering insights and how to associate repositories and projects. - [Set up code references](https://launchdarkly.com/docs/home/releases/code-refs.mdx): This topic explains how to set up code references for engineering insights. - [Applications in Engineering insights](https://launchdarkly.com/docs/home/releases/applications-eng-insights.mdx): This topic explains how to work with LaunchDarkly applications in engineering insights. - [Project overview](https://launchdarkly.com/docs/home/releases/project-overview.mdx): This topic explains how to use the engineering insights Overview page to evaluate LaunchDarkly project health at a high level. - [Project metrics](https://launchdarkly.com/docs/home/releases/project-metrics.mdx): This category contains documentation topics about LaunchDarkly's engineering insights project metrics. - [Deployments](https://launchdarkly.com/docs/home/releases/deployments.mdx): This topic explains how to use the deployments page in engineering insights. - [Releases](https://launchdarkly.com/docs/home/releases/releases.mdx): This topic explains how to use the releases page in engineering insights. - [Lead time](https://launchdarkly.com/docs/home/releases/lead-time.mdx): This topic explains how to use the lead time page in engineering insights. - [Flag health](https://launchdarkly.com/docs/home/releases/flag-health.mdx): This topic explains how to use the flag health page in engineering insights. - [Experimentation rate](https://launchdarkly.com/docs/home/releases/exp-rate.mdx): This topic explains how to use the Experimentation rate page in engineering insights. - [Release management tools](https://launchdarkly.com/docs/home/releases/release-management.mdx): This category explains how you can more finely control your use of feature flags by release management tools within LaunchDarkly. - [Approvals](https://launchdarkly.com/docs/home/releases/approvals.mdx): This topic introduces LaunchDarkly's approvals feature. It explains what approvals are and how to configure them. - [Requesting approvals](https://launchdarkly.com/docs/home/releases/approval-requests.mdx): This topic explains how to create approval requests. - [Reviewing approval requests](https://launchdarkly.com/docs/home/releases/approval-reviews.mdx): This topic explains how to review, approve, and decline approval requests. - [Deleting approval requests](https://launchdarkly.com/docs/home/releases/approvals-delete.mdx): This topic explains how to delete approval requests. - [Approval request settings](https://launchdarkly.com/docs/home/releases/approvals-settings.mdx): This topic explains how to customize the settings for your approval requests. - [Configuring approvals for an environment](https://launchdarkly.com/docs/home/releases/approval-config.mdx): This topic explains how to customize approval requests for each environment in your LaunchDarkly project. - [Flag triggers](https://launchdarkly.com/docs/home/releases/triggers.mdx): This topic explains how to use LaunchDarkly's triggers feature, which lets you make changes to flag targeting remotely. - [Creating flag triggers](https://launchdarkly.com/docs/home/releases/triggers-create.mdx): This topic explains how to create flag triggers. - [Managing flag triggers](https://launchdarkly.com/docs/home/releases/triggers-manage.mdx): This topic explains how to disable, reset, and delete flag triggers. - [Required comments](https://launchdarkly.com/docs/home/releases/comments.mdx): This topic explains how to use required comments for feature flag and segment changes. - [Required confirmation](https://launchdarkly.com/docs/home/releases/confirmation.mdx): This topic explains how to use required confirmation for feature flag and segment changes. - [Scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes.mdx): This topic explains what scheduled flag changes are and how to use them to manage your releases. - [Creating scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes-create.mdx): This topic explains how to create scheduled flag changes to take effect at a date in the future. - [Managing scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes-manage.mdx): This topic explains how to manage scheduled flag changes. - [Workflows](https://launchdarkly.com/docs/home/releases/workflows.mdx): This topic explains how to build, start, and view workflows in LaunchDarkly. - [Creating workflows](https://launchdarkly.com/docs/home/releases/workflows-create.mdx): This topic explains how to create and view workflows in LaunchDarkly. - [Deleting workflows](https://launchdarkly.com/docs/home/releases/workflows-delete.mdx): This topic explains how to delete LaunchDarkly workflows in LaunchDarkly. - [Workflow templates](https://launchdarkly.com/docs/home/releases/workflow-templates.mdx): This topic explains how to create and use workflow templates to automate your rollouts at scale. - [Applications and app versions](https://launchdarkly.com/docs/home/releases/apps-and-app-versions.mdx): This topic explains what applications and application versions are and how to use them. An application is a LaunchDarkly resource that describes what you are delivering to a customer. - [Applications](https://launchdarkly.com/docs/home/releases/applications.mdx): This topic explains how to create, edit, and delete applications. An application is a LaunchDarkly resource that describes what you are delivering to a customer. - [Application versions](https://launchdarkly.com/docs/home/releases/app-versions.mdx): This topic explains how to create, edit, and delete application versions. - [Change history](https://launchdarkly.com/docs/home/releases/change-history.mdx): This topic explains how to track changes made in LaunchDarkly. LaunchDarkly keeps a running log of changes made to feature flags in a given environment. - [Observability](https://launchdarkly.com/docs/home/observability.mdx): This section contains documentation on LaunchDarkly's observability features. - [Session replay](https://launchdarkly.com/docs/home/observability/session-replay.mdx): This topic explains how to use LaunchDarkly's observability features to perform session replays. - [Error monitoring](https://launchdarkly.com/docs/home/observability/errors.mdx): This topic explains how to use LaunchDarkly's observability features to understand and view errors in your application. - [Logs](https://launchdarkly.com/docs/home/observability/logs.mdx): This topic explains how to use LaunchDarkly's observability features to view session logs. - [Traces](https://launchdarkly.com/docs/home/observability/traces.mdx): This topic explains how to use LaunchDarkly's observability features to trace session activity through your application. - [LLM observability](https://launchdarkly.com/docs/home/observability/llm-observability.mdx): This topic explains how to instrument your application with OpenLLMetry and the LaunchDarkly SDK. It also explains how to use LaunchDarkly observability features to view and analyze large language model (LLM) spans. - [Alerts](https://launchdarkly.com/docs/home/observability/alerts.mdx): This topic explains how to set alerts for LaunchDarkly's observability features. Alerts are a way to keep members of your organization aware of what is happening in your application. - [Dashboards](https://launchdarkly.com/docs/home/observability/dashboards.mdx): This topic explains how to use dashboards in LaunchDarkly observability. - [Search specification](https://launchdarkly.com/docs/home/observability/search.mdx): This topic explains how to use LaunchDarkly's observability search feature to query and filter data across your application. The search functionality allows you to find specific sessions, errors, logs, and traces by composing queries with different properties and attributes. - [Observability settings](https://launchdarkly.com/docs/home/observability/settings.mdx): This topic describes the project-level settings available for sessions, errors, logs, and traces. - [Vega](https://launchdarkly.com/docs/home/observability/vega.mdx): This topic explains how to use the Vega AI assistant. - [Product analytics](https://launchdarkly.com/docs/home/product-analytics.mdx): This topic explains how to use product analytics to understand your customers and their behavior. - [Setting up product analytics](https://launchdarkly.com/docs/home/product-analytics/setup.mdx): This topic explains how to set up LaunchDarkly product analytics. - [Setting up product analytics in BigQuery](https://launchdarkly.com/docs/home/product-analytics/setup/bigquery.mdx): This topic explains how to set up LaunchDarkly product analytics in BigQuery. - [Setting up product analytics in Databricks](https://launchdarkly.com/docs/home/product-analytics/setup/databricks.mdx): This topic explains how to set up LaunchDarkly product analytics in Databricks. - [Setting up product analytics in Snowflake](https://launchdarkly.com/docs/home/product-analytics/setup/snowflake.mdx): This topic explains how to set up LaunchDarkly product analytics in Snowflake. - [Using product analytics charts](https://launchdarkly.com/docs/home/product-analytics/chart.mdx): This topic explains the high-level concepts and UI elements in a product analytics chart. - [Dashboards](https://launchdarkly.com/docs/home/product-analytics/chart/dashboards.mdx): This topic explains how to use the product analytics Dashboards tab, and what information that tab contains. - [Trends charts](https://launchdarkly.com/docs/home/product-analytics/chart/trends.mdx): This topic explains how to create a trends chart in the product analytics Dashboards tab. - [Funnel charts](https://launchdarkly.com/docs/home/product-analytics/chart/funnels.mdx): This topic explains how to create a funnel chart in the product analytics Dashboards tab. - [Retention charts](https://launchdarkly.com/docs/home/product-analytics/chart/retention.mdx): This topic explains how to create a retention chart in the product analytics Dashboards tab. - [Stickiness charts](https://launchdarkly.com/docs/home/product-analytics/chart/stickiness.mdx): This topic explains how to create a stickiness chart in the product analytics Dashboards tab. - [Flows charts](https://launchdarkly.com/docs/home/product-analytics/chart/flows.mdx): This topic explains how to create a flows chart in the product analytics Dashboards tab. - [Events](https://launchdarkly.com/docs/home/product-analytics/chart/events.mdx): This topic explains how to use the product analytics Events tab, and what information that tab contains. - [Cohorts](https://launchdarkly.com/docs/home/product-analytics/chart/cohorts.mdx): This topic explains how to use the product analytics Cohorts tab, and what information that tab contains. - [Attributes](https://launchdarkly.com/docs/home/product-analytics/chart/attributes.mdx): This topic explains how to use the product analytics Properties tab, and what information that tab contains. - [User activity](https://launchdarkly.com/docs/home/product-analytics/chart/user-activity.mdx): This topic explains the high-level concepts and UI elements in a product analytics chart. - [Experimentation](https://launchdarkly.com/docs/home/experimentation.mdx): This topic explains the concepts and value of LaunchDarkly's Experimentation feature. - [Quickstart for Experimentation](https://launchdarkly.com/docs/home/experimentation/quickstart.mdx): This topic explains how to complete the quickstart for LaunchDarkly's Experimentation product. - [Experimentation and metric events](https://launchdarkly.com/docs/home/experimentation/events.mdx): This topic explains Experimentation and metric events and how they work. - [Experiment metric types](https://launchdarkly.com/docs/home/experimentation/types.mdx): This topic explains the different kinds of metrics you can use with experiments in LaunchDarkly. - [Experiment configuration](https://launchdarkly.com/docs/home/experimentation/configure.mdx): The topics in this category explain how to set up and configure an experiment in LaunchDarkly. - [Creating experiments](https://launchdarkly.com/docs/home/experimentation/create.mdx): This topic explains how to create and configure an experiment in LaunchDarkly. - [Allocating experiment audiences](https://launchdarkly.com/docs/home/experimentation/allocation.mdx): This topic explains how to include specific groups of contexts in an experiment audience using audience allocation. - [Randomization units](https://launchdarkly.com/docs/home/experimentation/randomization.mdx): This topic explains what randomization units are and how to use them in LaunchDarkly Experimentation. - [Variation reassignment](https://launchdarkly.com/docs/home/experimentation/carryover.mdx): This topic explains how LaunchDarkly reassigns contexts to flag variations when you change or increase traffic in an experiment. - [Mutually exclusive experiments](https://launchdarkly.com/docs/home/experimentation/mutually-exclusive.mdx): This topic explains what mutually exclusive experiments are and when to use them. - [Managing experiments](https://launchdarkly.com/docs/home/experimentation/manage.mdx): This topic explains how to view and filter the experiments list. - [Experiment health checks](https://launchdarkly.com/docs/home/experimentation/health-checks.mdx): This topic explains how to use health checks for experiments to verify that you set up your experiment correctly and fix any problems with your configuration. - [Starting and stopping experiment iterations](https://launchdarkly.com/docs/home/experimentation/start-stop-exp.mdx): This topic explains how to start recording an experiment iteration and stop the experiment iteration when you're finished. - [Editing and archiving experiments](https://launchdarkly.com/docs/home/experimentation/edit-archive.mdx): This topic explains how to edit, clone, and archive experiments. - [Experiment sample size and run time](https://launchdarkly.com/docs/home/experimentation/size.mdx): This topic explains how to determine the number of contexts to include in an experiment and how long to run the experiment for. - [Analyzing experiments](https://launchdarkly.com/docs/home/experimentation/analyze.mdx): This topic explains how to interpret an experiment's results and apply its findings to your product. - [Bayesian experiment results](https://launchdarkly.com/docs/home/experimentation/bayesian-results.mdx): This topic explains how to read the results of a Bayesian experiment. - [Shipping the winning variation](https://launchdarkly.com/docs/home/experimentation/winning.mdx): This topic explains how to choose and ship a winning variation for a completed Bayesian experiment. - [Decision making with Bayesian statistics](https://launchdarkly.com/docs/home/experimentation/bayesian.mdx): This topic explains how to make decisions about which variation to choose as the winner in a LaunchDarkly experiment that uses Bayesian statistics. - [Outliers in Bayesian experiments](https://launchdarkly.com/docs/home/experimentation/outliers.mdx): This topic explains how LaunchDarkly Experimentation handles outliers in its Bayesian experiment analyses. - [Frequentist experiment results](https://launchdarkly.com/docs/home/experimentation/frequentist-results.mdx): This topic explains how to read the results of a frequentist experiment. - [Filtering experiment results](https://launchdarkly.com/docs/home/experimentation/filters.mdx): This topic explains how to use attribute filters to narrow experiment results by attribute. - [Multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits.mdx): This section contains documentation on multi-armed bandits, which are a type of experiment that uses a decision-making algorithm that dynamically allocates traffic to the best-performing variation of a flag based on a metric you choose. - [Creating multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits/create.mdx): This topic explains how to create multi-armed bandits. - [Editing and archiving multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits/edit-archive.mdx): This topic explains how to edit a multi-armed bandit (MAB) and archive it when you no longer need it. - [Multi-armed bandit results](https://launchdarkly.com/docs/home/multi-armed-bandits/results.mdx): This topic explains how to read the results of a multi-armed bandit. - [Holdouts](https://launchdarkly.com/docs/home/holdouts.mdx): This topic introduces holdouts, which you can use to measure the effectiveness of your Experimentation program over time. - [Creating holdouts](https://launchdarkly.com/docs/home/holdouts/create.mdx): This topic explains how to create and add experiments to holdouts. - [Managing holdouts](https://launchdarkly.com/docs/home/holdouts/manage.mdx): This topic explains how to manage holdouts and interpret their results. - [Metric events](https://launchdarkly.com/docs/home/metrics/metric-events.mdx): This topic explains the different metric event types and their SDK compatibility. - [Importing metric events](https://launchdarkly.com/docs/home/metrics/import-events.mdx): This topic explains how to import metric events from your existing data pipeline for use with Experimentation and guarded rollouts. - [Viewing incoming events](https://launchdarkly.com/docs/home/metrics/view-incoming-events.mdx): This topic explains how to view metric events your SDKs are sending to LaunchDarkly, and how to create metrics from those events. - [Metrics](https://launchdarkly.com/docs/home/metrics.mdx): This topic explains what metrics are, why to use them, and where to find them in LaunchDarkly. - [Creating and managing metrics](https://launchdarkly.com/docs/home/metrics/create-metrics.mdx): This topic explains how to create, edit, archive, and delete metrics, and how to select metrics to use with LaunchDarkly features, such as experiments and guarded rollouts. - [Metric analysis](https://launchdarkly.com/docs/home/metrics/metric-analysis.mdx): This topic explains the different ways you can analyze a metric, and how to select the analysis options appropriate for your needs. - [Page viewed conversion metrics](https://launchdarkly.com/docs/home/metrics/pageview.mdx): This topic explains how to create a page view conversion metric in LaunchDarkly. - [Clicked or tapped conversion metrics](https://launchdarkly.com/docs/home/metrics/click.mdx): This topic explains how to create a click conversion metric in LaunchDarkly. - [Custom metrics](https://launchdarkly.com/docs/home/metrics/custom-metrics.mdx): This topic explains how to create Custom metrics in LaunchDarkly. Custom metrics require that you first instrument custom events in your application code using the LaunchDarkly SDK `track()` method. - [Custom conversion count metrics](https://launchdarkly.com/docs/home/metrics/custom-count.mdx): This topic explains how to create a custom conversion count metric in LaunchDarkly. - [Custom conversion binary metrics](https://launchdarkly.com/docs/home/metrics/custom.mdx): This topic explains how to create a custom conversion binary metric in LaunchDarkly. - [Custom numeric metrics](https://launchdarkly.com/docs/home/metrics/custom-numeric.mdx): This topic explains how to create a custom numeric metric in LaunchDarkly. - [Previewing custom event data](https://launchdarkly.com/docs/home/metrics/custom-previews.mdx): This topic explains where custom event previews are available, what the previews contain, and the preview states you may encounter. - [Filtering custom metric events](https://launchdarkly.com/docs/home/metrics/event-filters.mdx): This topic explains how to use filters to include only specific custom events in a metric, based on context attributes or event properties. - [Using the Metrics list](https://launchdarkly.com/docs/home/metrics/metrics-list.mdx): This topic explains how to use the Metrics list to view, search, and filter metrics in your project. - [Metric health checks](https://launchdarkly.com/docs/home/metrics/metric-health-checks.mdx): This topic explains how to use metric health checks to confirm that your metrics are active and ready for use in experiments and rollouts. - [Metric groups](https://launchdarkly.com/docs/home/metrics/metric-groups.mdx): This topic explains what metric groups are and when to use them. - [Creating and managing metric groups](https://launchdarkly.com/docs/home/metrics/metric-groups-manage.mdx): This topic explains how to create and manage metric groups. - [Guardrail metrics](https://launchdarkly.com/docs/home/metrics/guardrail-metrics.mdx): This topic explains how to use guardrail metrics to provide a consistent set of default metrics for evaluating guarded rollouts. - [Creating and managing guardrail metrics](https://launchdarkly.com/docs/home/metrics/guardrail-metrics/create.mdx): This topic explains how to create and manage guardrail metrics groups for use in guarded rollouts. - [Autogenerated metrics](https://launchdarkly.com/docs/home/metrics/autogen-metrics.mdx): This topic explains the metrics LaunchDarkly automatically generates from SDK events and how you can use them to monitor the health of your applications. - [Metric impact](https://launchdarkly.com/docs/home/metrics/metric-impact.mdx): This topic explains how to use the metric Impact tab. - [Snowflake native Experimentation](https://launchdarkly.com/docs/home/warehouse-native/snowflake.mdx): This category includes documentation about how to connect LaunchDarkly to Snowflake and run LaunchDarkly experiments using metric events from your Snowflake warehouse. - [Snowflake data requirements](https://launchdarkly.com/docs/home/warehouse-native/snowflake-requirements.mdx): This topic explains the data requirements for Snowflake native Experimentation. - [Setting up the Snowflake integration](https://launchdarkly.com/docs/home/warehouse-native/snowflake-configure.mdx): This topic explains how to set up the Snowflake integration. - [Snowflake common questions](https://launchdarkly.com/docs/home/warehouse-native/snowflake-questions.mdx): This topic provides answers to common questions about working with Snowflake native Experimentation. - [Warehouse native metrics](https://launchdarkly.com/docs/home/warehouse-native/metrics.mdx): This topic explains how to configure a warehouse native metric for use in LaunchDarkly experiments. Warehouse native metrics measure events stored in an external warehouse you specify. - [Metric data sources](https://launchdarkly.com/docs/home/warehouse-native/metric-data-sources.mdx): This topic explains how to create a metric data source for Snowflake native Experimentation. - [Creating experiments using warehouse native metrics](https://launchdarkly.com/docs/home/warehouse-native/creating.mdx): This topic explains how to set up and configure an experiment in LaunchDarkly that uses metric events from your own data warehouse. - [Connect apps and services to LaunchDarkly](https://launchdarkly.com/docs/home/infrastructure/apps.mdx): This category has documentation topics about different methods to connect your services and applications to LaunchDarkly. - [Custom properties](https://launchdarkly.com/docs/home/infrastructure/custom-properties.mdx): This topic explains how to set up and use custom properties in LaunchDarkly. They let you store integration data in a feature flag. Each custom property you add to a feature flag can contain a list of associated values. - [OAuth applications](https://launchdarkly.com/docs/home/infrastructure/oauth.mdx): This topic explains how to authorize or revoke access of an OAuth app. You can connect your LaunchDarkly account to external applications using the OAuth 2.0 protocol. - [Webhooks](https://launchdarkly.com/docs/home/infrastructure/webhooks.mdx): This topic explains how to create and use webhooks in LaunchDarkly. LaunchDarkly's webhooks allow you to build your own integrations. When something changes, LaunchDarkly sends an HTTP POST payload to the webhook's configured URL. - [The LaunchDarkly API](https://launchdarkly.com/docs/home/infrastructure/api.mdx): This topic explains how to access LaunchDarkly's API documentation. - [LaunchDarkly in China and Pakistan](https://launchdarkly.com/docs/home/infrastructure/china.mdx): This topic explains how to access LaunchDarkly from China or Pakistan. - [LaunchDarkly in the European Union (EU)](https://launchdarkly.com/docs/home/infrastructure/eu.mdx): This topic explains how LaunchDarkly is different in a domain controlled by the European Union (EU). - [LaunchDarkly in federal environments](https://launchdarkly.com/docs/home/infrastructure/federal.mdx): This topic explains how LaunchDarkly is different in a domain controlled by the United States government. - [LaunchDarkly in environments requiring FIPS 140-2 validated encryption modules](https://launchdarkly.com/docs/home/infrastructure/fips-140-2-encryption.mdx): This topic explains how customers can use LaunchDarkly in environments that require that all data is encrypted in transit using FIPS 140-2 validated encryption modules. - [Public IP list](https://launchdarkly.com/docs/home/infrastructure/ip-list.mdx): This topic explains how to access LaunchDarkly through one of our public IPs. If you're using a firewall, add a LaunchDarkly IP range to your firewall settings. - [Projects](https://launchdarkly.com/docs/home/account/project.mdx): This topic explains what projects are in LaunchDarkly. Projects let you manage multiple different business objectives from one LaunchDarkly account. You can use them to manage different priorities, teams, and tasks across your organization. - [Edit projects](https://launchdarkly.com/docs/home/account/edit-project.mdx): This topic describes project settings and how to update them. - [Creating private projects with custom roles](https://launchdarkly.com/docs/home/account/private-projects.mdx): This topic explains how to create private projects or restrict access to projects. It uses the viewProject action to restrict and grant access to projects. - [Views](https://launchdarkly.com/docs/home/account/views.mdx): This category explains what views are in LaunchDarkly and how to use them to organize resources in your projects. - [Creating views](https://launchdarkly.com/docs/home/account/views/create.mdx): This topic explains how to create views and link resources to those views. - [Manage views](https://launchdarkly.com/docs/home/account/views/manage.mdx): This topic explains how to edit and delete views in LaunchDarkly, and how to require resources to be linked to a view. - [Environments](https://launchdarkly.com/docs/home/account/environment.mdx): This category explains what environments are in LaunchDarkly and how to use them to manage different business areas or areas of your product lifecycle. - [Create environments](https://launchdarkly.com/docs/home/account/environment/create.mdx): This topic explains how to create environments in LaunchDarkly. - [Delete environments](https://launchdarkly.com/docs/home/account/environment/delete.mdx): This topic explains how to delete environments in LaunchDarkly. - [Clone environments](https://launchdarkly.com/docs/home/account/environment/clone.mdx): This topic explains how to clone environments in LaunchDarkly. - [Environment settings](https://launchdarkly.com/docs/home/account/environment/settings.mdx): This topic explains the settings available for environments in LaunchDarkly. - [Environment and SDK keys](https://launchdarkly.com/docs/home/account/environment/keys.mdx): This topic explains how to view and copy environment keys and SDK credentials. - [Tags](https://launchdarkly.com/docs/home/account/tags.mdx): This topic explains how to use tags with LaunchDarkly resources. - [Teams](https://launchdarkly.com/docs/home/account/teams.mdx): This category contains documentation topics about how to set up and manage teams within your LaunchDarkly organization. - [Creating a team](https://launchdarkly.com/docs/home/account/create-teams.mdx): This topic explains how to create a new team in LaunchDarkly and the order in which to create teams and roles. - [Managing teams](https://launchdarkly.com/docs/home/account/manage-teams.mdx): This topic explains how to manage team members in LaunchDarkly. - [Managing team maintainers](https://launchdarkly.com/docs/home/account/team-maintainers.mdx): This topic explains how to add and remove team maintainers from teams. - [Deleting teams](https://launchdarkly.com/docs/home/account/delete-teams.mdx): This topic explains how to delete teams in LaunchDarkly. - [Members](https://launchdarkly.com/docs/home/account/members.mdx): This category introduces the concept of account members in LaunchDarkly and shows you how to use the Members list. - [Your member profile](https://launchdarkly.com/docs/home/account/profile.mdx): This topic explains how to access and use the Profile page to manage the information associated with your member profile. - [Using one email for multiple accounts](https://launchdarkly.com/docs/home/account/multiple-accounts.mdx): This topic explains how to use the same email address for multiple LaunchDarkly accounts. - [Roles](https://launchdarkly.com/docs/home/account/roles.mdx): This category describes roles in LaunchDarkly. A role is a description of the access that a member or team has within LaunchDarkly. - [Member role concepts](https://launchdarkly.com/docs/home/account/roles/role-concepts.mdx): This topic is an overview of concepts that are important to creating roles for members and teams. - [Using actions](https://launchdarkly.com/docs/home/account/roles/role-actions.mdx): This topic is a complete reference of all actions that are available to use in role policies. - [Using resources](https://launchdarkly.com/docs/home/account/roles/role-resources.mdx): This topic explains how to specify different resources to use with roles, integrations access, and Relay Proxy access. - [Using role scope](https://launchdarkly.com/docs/home/account/roles/role-scope.mdx): This topic explains how to work with role scope and role attributes. - [Using policies](https://launchdarkly.com/docs/home/account/roles/role-policies.mdx): This topic explains how to work with policies for roles, integrations access, and Relay Proxy access. Policies combine resources and actions into a set of statements that define what members can or cannot do in LaunchDarkly. - [Using tags](https://launchdarkly.com/docs/home/account/roles/role-tags.mdx): This topic explains how to use tags with roles to control who has access to certain resources in LaunchDarkly. - [Using the advanced editor](https://launchdarkly.com/docs/home/account/roles/advanced-editor.mdx): This topic explains how to access and use the advanced editor to create complex roles and policies. The advanced editor is a tool for experienced LaunchDarkly members who want to create their own roles. - [Managing roles assignments](https://launchdarkly.com/docs/home/account/roles/manage-role-assignments.mdx): This topic explains the different role types, and how different roles interact. You can use LaunchDarkly's roles to give each member precise permissions and access to different aspects of LaunchDarkly. - [Assigning roles to members](https://launchdarkly.com/docs/home/account/roles/manage-role-assign.mdx): This topic explains how to assign roles to members in LaunchDarkly. - [Viewing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-view.mdx): This topic explains how to view roles for members in LaunchDarkly. - [Changing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-change.mdx): This topic explains how to change the roles assigned to members in LaunchDarkly. - [Removing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-remove.mdx): This topic explains how to remove roles from members in LaunchDarkly. - [Assigning roles to teams](https://launchdarkly.com/docs/home/account/roles/manage-role-team.mdx): This topic explains how to assign roles to teams in LaunchDarkly. - [Changing account Owners](https://launchdarkly.com/docs/home/account/roles/owners.mdx): This topic explains how to change which account member has the Owner role in your LaunchDarkly account, as well as what the Owner role entails. - [Managing roles](https://launchdarkly.com/docs/home/account/roles/manage-roles.mdx): This section explains what roles are and how to manage them. Roles give you precise access control to everything in LaunchDarkly, including feature flags, projects, environments, metrics, and teams. Use them to enforce access policies that meet your exact needs. - [Organization roles](https://launchdarkly.com/docs/home/account/roles/organization-roles.mdx): This topic explains the organization roles that come with every LaunchDarkly account, and how they relate to each other. - [Project roles](https://launchdarkly.com/docs/home/account/roles/project-roles.mdx): This topic explains the project roles that come with some LaunchDarkly accounts, and how they relate to each other. - [Creating roles and policies](https://launchdarkly.com/docs/home/account/roles/role-create.mdx): This topic explains how to create roles and policies in LaunchDarkly. - [Editing roles](https://launchdarkly.com/docs/home/account/roles/role-edit.mdx): This topic explains how to edit roles and policies in LaunchDarkly. - [Deleting roles](https://launchdarkly.com/docs/home/account/roles/role-delete.mdx): This topic explains how to delete roles in LaunchDarkly. - [Example roles and policies](https://launchdarkly.com/docs/home/account/roles/example-roles.mdx): This topic shows some examples of different roles and policies you can implement with policy statements for roles, integrations access, and Relay Proxy access. - [Account security](https://launchdarkly.com/docs/home/account/secure.mdx): This category has documentation topics about securely managing your LaunchDarkly account and feature flags. - [Single sign-on](https://launchdarkly.com/docs/home/account/sso.mdx): This topic explains what Single Sign-On (SSO) features are available in LaunchDarkly. - [Configure SAML SSO](https://launchdarkly.com/docs/home/account/saml.mdx): This topic explains how to configure your LaunchDarkly account for SAML SSO. - [Active Directory Federation Services (ADFS)](https://launchdarkly.com/docs/home/account/adfs.mdx): This topic explains how to configure a self-hosted ADFS server with LaunchDarkly. - [Entra ID](https://launchdarkly.com/docs/home/account/entra.mdx): This topic explains how to integrate LaunchDarkly with Microsoft Entra ID. The Entra ID App Gallery includes LaunchDarkly and provides a LaunchDarkly application template that facilitates configuration. - [Google Workspace](https://launchdarkly.com/docs/home/account/google.mdx): This topic explains how to configure Google Workspace to support single sign-on (SSO) in LaunchDarkly. - [Okta](https://launchdarkly.com/docs/home/account/okta.mdx): This topic explains how Okta and LaunchDarkly use SCIM to provide user management for your account members. You can connect LaunchDarkly and Okta through the Okta UI, give Okta permissions to modify account members in LaunchDarkly, and even integrate LaunchDarkly custom roles with Okta. - [OneLogin](https://launchdarkly.com/docs/home/account/onelogin.mdx): This topic explains how to connect OneLogin to LaunchDarkly. - [PingIdentity](https://launchdarkly.com/docs/home/account/pingidentity.mdx): This topic explains how to set up SAML-based single sign-on (SSO) with PingIdentity. - [Enable SCIM provisioning](https://launchdarkly.com/docs/home/account/scim.mdx): This topic explains how to enable SCIM user provisioning to work with your SSO-enabled LaunchDarkly account. - [Enable SSO](https://launchdarkly.com/docs/home/account/saml/enable.mdx): This topic explains how to enable SSO for your LaunchDarkly account. - [Disable SSO](https://launchdarkly.com/docs/home/account/saml/disable.mdx): This topic explains how to disable SSO for your LaunchDarkly account. - [Change SSO providers](https://launchdarkly.com/docs/home/account/saml/providers.mdx): This topic explains how to change SSO providers for your LaunchDarkly account. - [Google OAuth](https://launchdarkly.com/docs/home/account/oauth-google.mdx): This topic explains how to configure Google OAuth for LaunchDarkly. - [GitHub OAuth](https://launchdarkly.com/docs/home/account/oauth-github.mdx): This topic explains how to configure GitHub OAuth for LaunchDarkly. - [API access tokens](https://launchdarkly.com/docs/home/account/api.mdx): This topic explains how to use API access tokens to authenticate with the LaunchDarkly REST API. - [Creating API access tokens](https://launchdarkly.com/docs/home/account/api-create.mdx): This topic explains how to create API access tokens. These are required to authenticate with the LaunchDarkly REST API and are one of the options to authenticate with the LaunchDarkly CLI. - [Cloning and deleting access tokens](https://launchdarkly.com/docs/home/account/api-clone-delete.mdx): This topic explains how to clone and delete API access tokens. - [Resetting access tokens](https://launchdarkly.com/docs/home/account/api-reset.mdx): This topic explains how to reset API access tokens. You may need to reset access tokens if your organization's security policies require that you regularly rotate API access tokens, or if you have personnel changes in your organization. - [Multi-factor authentication](https://launchdarkly.com/docs/home/account/mfa.mdx): This topic explains how to set up and use multi-factor authentication to improve the security of your LaunchDarkly account. - [Domain verification](https://launchdarkly.com/docs/home/account/domain-verification.mdx): This topic explains how to verify your domain with LaunchDarkly. This allows members of your organization to access supporting services if your account uses single sign-on (SSO). - [Managing sessions](https://launchdarkly.com/docs/home/account/sessions.mdx): This topic explains how session duration settings work in LaunchDarkly, and how to configure them. LaunchDarkly offers administrators a set of controls to manage how long account members stay logged in to their account, and how often they need to re-authenticate. You can also reset sessions for everyone in your organization. - [Organization access settings](https://launchdarkly.com/docs/home/account/org-settings.mdx): This topic explains how to enable and disable organization access settings in LaunchDarkly. - [Organization announcements](https://launchdarkly.com/docs/home/account/org-announcements.mdx): This topic explains how to enable a custom announcement banner that appears in LaunchDarkly for everyone in your organization. - [Support options](https://launchdarkly.com/docs/home/account/enhanced-support.mdx): This topic explains LaunchDarkly's Support options, including how to use enhanced support, and how to allow LaunchDarkly to use generative AI for Support tickets. - [Resetting your password](https://launchdarkly.com/docs/home/account/reset-password.mdx): This topic explains how to reset your LaunchDarkly password, and what to do if you do not receive a reset email. - [Feature previews](https://launchdarkly.com/docs/home/account/feature-previews.mdx): This topic explains how to use feature previews in LaunchDarkly to access upcoming features before general availability. - [Billing and usage](https://launchdarkly.com/docs/home/account/billing.mdx): This category has documentation topics about how to find your billing plan details and how to visualize your LaunchDarkly usage. - [Account usage metrics](https://launchdarkly.com/docs/home/account/metrics.mdx): This topic explains how to understand the metrics visualized on the plan usage and diagnostic usage pages, and how your usage relates to the LaunchDarkly plan you subscribe to. - [The Billing page](https://launchdarkly.com/docs/home/account/billing-page.mdx): This topic explains the information on the Billing page and how to make changes to the LaunchDarkly plan you subscribe to. - [Calculating billing](https://launchdarkly.com/docs/home/account/calculating-billing.mdx): This topic explains how LaunchDarkly calculates billing for your account. - [LaunchDarkly subscriptions and plans](https://launchdarkly.com/docs/home/account/plans.mdx): This topic explains LaunchDarkly plans and summarizes the features available on each plan. - [Service connections](https://launchdarkly.com/docs/home/account/service-connections.mdx): This topic explains what service connections are and how LaunchDarkly uses them to calculate your bill. - [Changelog](https://launchdarkly.com/docs/home/changelog.mdx): This topic summarizes recent changes to the LaunchDarkly documentation. - [Changelog archive](https://launchdarkly.com/docs/home/changelog/archive.mdx): This topic summarizes older changes to the LaunchDarkly documentation. - [Overview](https://launchdarkly.com/docs/api.md) - [Access Tokens](https://launchdarkly.com/docs/api/access-tokens.md) - [Account Members](https://launchdarkly.com/docs/api/account-members.md) - [Account Usage Beta](https://launchdarkly.com/docs/api/account-usage-beta.md) - [aiConfigsBeta](https://launchdarkly.com/docs/api/ai-configs-beta.md) - [Announcements](https://launchdarkly.com/docs/api/announcements.md) - [Applications Beta](https://launchdarkly.com/docs/api/applications-beta.md) - [Approvals](https://launchdarkly.com/docs/api/approvals.md) - [Approvals Beta](https://launchdarkly.com/docs/api/approvals-beta.md) - [Audit Log](https://launchdarkly.com/docs/api/audit-log.md) - [Code References](https://launchdarkly.com/docs/api/code-references.md) - [Contexts](https://launchdarkly.com/docs/api/contexts.md) - [Context Settings](https://launchdarkly.com/docs/api/context-settings.md) - [Custom Roles](https://launchdarkly.com/docs/api/custom-roles.md) - [Data Export Destinations](https://launchdarkly.com/docs/api/data-export-destinations.md) - [Environments](https://launchdarkly.com/docs/api/environments.md) - [Experiments](https://launchdarkly.com/docs/api/experiments.md) - [Feature Flags](https://launchdarkly.com/docs/api/feature-flags.md) - [Feature Flags Beta](https://launchdarkly.com/docs/api/approvals-beta.md) - [Flag Import Configurations Beta](https://launchdarkly.com/docs/api/flag-import-configurations-beta.md) - [Flag Links Beta](https://launchdarkly.com/docs/api/flag-links-beta.md) - [Flag Triggers](https://launchdarkly.com/docs/api/flag-triggers.md) - [Follow Flags](https://launchdarkly.com/docs/api/follow-flags.md) - [Holdouts Beta](https://launchdarkly.com/docs/api/holdouts-beta.md) - [Insights Charts Beta](https://launchdarkly.com/docs/api/insights-charts-beta.md) - [Insights Deployments Beta](https://launchdarkly.com/docs/api/insights-deployments-beta.md) - [Insights Flag Events Beta](https://launchdarkly.com/docs/api/insights-flag-events-beta.md) - [Insights Pull Requests Beta](https://launchdarkly.com/docs/api/insights-pull-requests-beta.md) - [Insights Repositories Beta](https://launchdarkly.com/docs/api/insights-repositories-beta.md) - [Insights Scores Beta](https://launchdarkly.com/docs/api/insights-scores-beta.md) - [Integration Audit Log Subscriptions](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions.md) - [Integration Delivery Configurations Beta](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta.md) - [Integrations Beta](https://launchdarkly.com/docs/api/integrations-beta.md) - [Layers](https://launchdarkly.com/docs/api/layers.md) - [Metrics](https://launchdarkly.com/docs/api/metrics.md) - [Metrics Beta](https://launchdarkly.com/docs/api/metrics-beta.md) - [O Auth2clients](https://launchdarkly.com/docs/api/o-auth-2-clients.md) - [Persistent Store Integrations Beta](https://launchdarkly.com/docs/api/persistent-store-integrations-beta.md) - [Projects](https://launchdarkly.com/docs/api/projects.md) - [Relay Proxy Configurations](https://launchdarkly.com/docs/api/relay-proxy-configurations.md) - [Release Pipelines Beta](https://launchdarkly.com/docs/api/release-pipelines-beta.md) - [Releases Beta](https://launchdarkly.com/docs/api/releases-beta.md) - [Scheduled Changes](https://launchdarkly.com/docs/api/scheduled-changes.md) - [Segments](https://launchdarkly.com/docs/api/segments.md) - [Tags](https://launchdarkly.com/docs/api/tags.md) - [Teams](https://launchdarkly.com/docs/api/teams.md) - [Teams Beta](https://launchdarkly.com/docs/api/teams-beta.md) - [Users](https://launchdarkly.com/docs/api/users.md) - [Users Beta](https://launchdarkly.com/docs/api/users-beta.md) - [User Settings](https://launchdarkly.com/docs/api/user-settings.md) - [Views Beta](https://launchdarkly.com/docs/api/views-beta.md) - [Webhooks](https://launchdarkly.com/docs/api/webhooks.md) - [Workflows](https://launchdarkly.com/docs/api/workflows.md) - [Workflow Templates](https://launchdarkly.com/docs/api/workflow-templates.md) - [Other](https://launchdarkly.com/docs/api/other.md) - [Tutorials](https://launchdarkly.com/docs/tutorials.mdx): Full-stack code walkthroughs for LaunchDarkly builders. - [Building Framework-Agnostic AI Swarms: Compare LangGraph, Strands, and OpenAI Swarm](https://launchdarkly.com/docs/tutorials/ai-orchestrators.mdx): Build a 3-agent research analysis swarm that runs across three orchestrators. Learn how LaunchDarkly AI Configs enable framework-agnostic agent definitions, per-agent cost tracking, and silent failure detection. - [AI Configs Best Practices](https://launchdarkly.com/docs/tutorials/ai-configs-best-practices.mdx): A comprehensive guide to building production-ready AI applications with LaunchDarkly AI Configs, from your first chatbot to advanced configuration management. - [Build a production LLM data extraction pipeline with LaunchDarkly AI Configs and Vercel AI Gateway](https://launchdarkly.com/docs/tutorials/data-extraction-pipeline.mdx): Turn unstructured text into structured JSON with runtime-configurable schemas. Production-ready pipeline with LaunchDarkly AI Configs for instant model and prompt changes. - [Day 12 | 🎊 New Year, New Observability](https://launchdarkly.com/docs/tutorials/videos/new-year-new-observability.mdx): In this series, we've talked about how observability has changed in 2025, now let's discuss what to expect in the new year. - [Day 11 | ✉️ Letters to Santa: What engineering teams really want from Observability in 2026](https://launchdarkly.com/docs/tutorials/what-eng-teams-really-want-o11y.mdx): Witness Santa's advice in real time to engineering teams in need of unified observability solutions that connect configuration changes to business outcomes. - [Day 10 | Why observability and feature flags go together like milk and cookies](https://launchdarkly.com/docs/tutorials/videos/santa-milk-and-cookies.mdx): A holiday-themed video illustrating the value of connecting feature flags with observability for smoother deployments. - [Day 9 | 👻 The Three Ghosts Haunting Your AI This Holiday Season](https://launchdarkly.com/docs/tutorials/videos/three-ghosts-haunting-ai.mdx): This video explores the three 'ghosts' haunting AI in production: the model layer, knowledge layer, and user layer, and how AI observability tools can help. - [All I Want for Christmas is Observable Multi-Modal Agentic Systems: How Session Replay + Online Evals Revealed How My Holiday Pet App Actually Works](https://launchdarkly.com/docs/tutorials/observability-multimodal-agents.mdx): Learn how combining session replay with online evaluations provides complete observability for multi-modal AI systems. See real examples from a holiday pet casting app using DALL-E 3 and AI evaluations. - [Day 7 | 🎄✨The Rockefeller tree in NYC: SLOs that actually drive decisions](https://launchdarkly.com/docs/tutorials/o11y-that-drives-decisions.mdx): Learn how to build SLOs that actually drive decisions by starting with business impact (the roots), connecting to solid telemetry (the trunk), and ending with actionable targets (the leaves) that influence roadmaps and guide engineering choices. - [Day 6 | 💸 The famous green character that stole your cloud budget: the cardinality problem](https://launchdarkly.com/docs/tutorials/cloud-budget-observability-holiday.mdx): Learn 3 ways to stop cardinality from stealing your cloud budget. - [Day 5 | 🧹 Using a Popular Tidying Method to Consolidate Your Observability Stack](https://launchdarkly.com/docs/tutorials/videos/consolidating-observability-tools.mdx): Learn to apply a popular tidying method to tidy and consolidate an inflated observability stack. - [Day 4 | ❄️ Tracing the impact of holiday styling in your Node.js app](https://launchdarkly.com/docs/tutorials/observability-holiday-tracing.mdx): Use LaunchDarkly's flags with the observability SDK to release and observe seasonal-themed CSS. - [Day 3 | 🔔 Jingle All the Way to Zero-Config Observability](https://launchdarkly.com/docs/tutorials/zero-config-observability-holiday.mdx): Learn how to get feature flag context automatically injected into your OTel traces without writing instrumentation code. - [Day 2 | 🎅 He knows if you have been bad or good... But what if he gets it wrong?](https://launchdarkly.com/docs/tutorials/day-two-holiday-campaign_2025.mdx): When Santa's AI misjudges Emma and puts her on the Naughty List, traditional observability can't help. Find out why AI agents need three layers of observability. - [Collecting user feedback in your app with feature flags](https://launchdarkly.com/docs/tutorials/collect-qualitative-user-feedback-homepage.mdx): Learn how users feel about your app's features so you can make data-driven product decisions with sentiment analysis. - [Day 1 | 🎄 Observability under the Tree: What Changed in 2025](https://launchdarkly.com/docs/tutorials/observability-2025-recap-holiday.mdx): Get a full recap of the key innovations in observability this year: AI-native otel, mobile session replay and more. - [Build a User Frustration Detection & Response System by Connecting Rage Click Detection to Guarded Releases](https://launchdarkly.com/docs/tutorials/connecting-rage-clicks-to-guarded-releases.mdx): Learn how to connect rage click detection to LaunchDarkly Guarded Releases for automating actions. - [When to Use Prompt-Based vs Agent Mode in LaunchDarkly for AI Applications: A Guide for LangGraph, OpenAI, and Multi-Agent Systems](https://launchdarkly.com/docs/tutorials/agent-vs-completion.mdx): Understand when to use prompt-based mode vs agent mode in LaunchDarkly AI Configs. Learn the real differences, provider patterns, and decision frameworks for LangGraph, OpenAI, and multi-agent systems. - [LLM evaluation guide: When to add online evals to your AI application](https://launchdarkly.com/docs/tutorials/when-to-add-online-evals.mdx): A practical guide for LLM observability, AI evaluation, and real-time quality monitoring in production with LaunchDarkly - [Detecting User Frustration: Understanding rage clicks and session replay](https://launchdarkly.com/docs/tutorials/detecting-user-frustration-session-replay.mdx): Learn how to automatically detect user frustration with LaunchDarkly's session replay and rage clicks. - [AI Config CI/CD Pipeline: Automated Quality Gates and Safe Deployment](https://launchdarkly.com/docs/tutorials/aic-cicd.mdx): Build a CI/CD pipeline that validates and tests LaunchDarkly AI Configs before deployment, with automated quality gates, guardrails, and instant rollback. - [Resilient architecture patterns for LaunchDarkly's SDKs](https://launchdarkly.com/docs/tutorials/sdk-resilience-best-practices.mdx): Building architecture that can withstand unpredictable conditions is possible. Let's talk about how. - [Proving ROI with Data-Driven AI Agent Experiments](https://launchdarkly.com/docs/tutorials/ai-experiments-roi.mdx): Measure & prove the ROI of AI model changes with LaunchDarkly experiments. Discover unexpected performance wins and cost paradoxes via statistical analysis. - [A Deeper Look at LaunchDarkly Architecture: More than Feature Flags](https://launchdarkly.com/docs/tutorials/ld-arch-deep-dive.mdx): Our infrastructure delivers flags in milliseconds so you can ship software at scale. Learn about how LaunchDarkly's foundations works under the hood. - [Add observability to your React Native application in 5 minutes](https://launchdarkly.com/docs/tutorials/react-native-observability.mdx): See how your React Native iOS app is performing. Integrate LaunchDarkly’s new Observability SDK. - [Smart AI Agent Targeting with MCP Tools](https://launchdarkly.com/docs/tutorials/multi-agent-mcp-targeting.mdx): Transform your basic multi-agent system with business tiers, geographic targeting, and MCP tool integration using LaunchDarkly AI Configs. - [Build a LangGraph Multi-Agent system in 20 Minutes with LaunchDarkly AI Configs](https://launchdarkly.com/docs/tutorials/agents-langgraph.mdx): Build a multi-agent system with dynamic configuration in 20 minutes using LangGraph multi-agent workflows, RAG search, and LaunchDarkly AI Configs. - [Snowflake Cortex Completion API + LaunchDarkly SDK Integration](https://launchdarkly.com/docs/tutorials/snowflake-tutorial.mdx): Walk through an integration between the Snowflake Cortex Completion API and LaunchDarkly's AI SDKs to make runtime changes to AI models and prompts. - [Using AI Configs to review database changes](https://launchdarkly.com/docs/tutorials/ai-configs-review-database-changes.mdx): Learn how to use LaunchDarkly AI Configs to automatically review and validate database schema changes before they are deployed. - [How to implement WebSockets and kill switches in a Python application](https://launchdarkly.com/docs/tutorials/python-flask-websockets-kill-switch-flags.mdx): Kill switches can prevent your entire app from failing. Learn to use a websocket library to update your Python Flask app when a kill switch flag is flipped. - [4 hacks to turbocharge your Cursor productivity](https://launchdarkly.com/docs/tutorials/cursor-tips-and-tricks.mdx): Tips and tricks to make Cursor more accurate, personalized, and extensible. - [Create a feature flag in your IDE in 5 minutes with LaunchDarkly's MCP server](https://launchdarkly.com/docs/tutorials/mcp-server-feature-flags.mdx): You can now create, evaluate, and modify flags from within your IDE using natural language with LaunchDarkly's MCP server. - [DeepSeek vs Qwen: local model showdown featuring LaunchDarkly AI Configs](https://launchdarkly.com/docs/tutorials/ollama-javascript.mdx): Compare the performance of two new open-source models (DeepSeek r1 and Alibaba's Qwen) using Ollama and LaunchDarkly AI Configs. - [Video tutorials](https://launchdarkly.com/docs/tutorials/videos.mdx): This section contains videos about using different LaunchDarkly features - [Day 12 | 🎊 New Year, New Observability](https://launchdarkly.com/docs/tutorials/videos/new-year-new-observability.mdx): In this series, we've talked about how observability has changed in 2025, now let's discuss what to expect in the new year. - [Day 10 | Why observability and feature flags go together like milk and cookies](https://launchdarkly.com/docs/tutorials/videos/santa-milk-and-cookies.mdx): A holiday-themed video illustrating the value of connecting feature flags with observability for smoother deployments. - [Day 9 | 👻 The Three Ghosts Haunting Your AI This Holiday Season](https://launchdarkly.com/docs/tutorials/videos/three-ghosts-haunting-ai.mdx): This video explores the three 'ghosts' haunting AI in production: the model layer, knowledge layer, and user layer, and how AI observability tools can help. - [Day 5 | 🧹 Using a Popular Tidying Method to Consolidate Your Observability Stack](https://launchdarkly.com/docs/tutorials/videos/consolidating-observability-tools.mdx): Learn to apply a popular tidying method to tidy and consolidate an inflated observability stack. - [How to target users in production without redeploying code](https://launchdarkly.com/docs/tutorials/videos/target-users-production.mdx): This video explains how to use LaunchDarkly to create a segments that target different users in production. - [How to run safe migrations using feature flags](https://launchdarkly.com/docs/tutorials/videos/run-safe-migration.mdx): This video explains how to safely and efficiently run a stage migration and monitor metrics. - [How to vibe code safely using LaunchDarkly feature flags](https://launchdarkly.com/docs/tutorials/videos/vibe-coding-error-protection.mdx): How to vibe code safely, using LaunchDarkly feature flags - [How to set up a kill switch for any feature in production](https://launchdarkly.com/docs/tutorials/videos/kill-switch.mdx): This video explains how to use LaunchDarkly to create a kill switch that disables a feature in production. - [How to roll out a feature with LaunchDarkly](https://launchdarkly.com/docs/tutorials/videos/roll-out-and-scale.mdx): This video explains how to use LaunchDarkly to roll out a feature - [Flagship, an engineering blog](https://launchdarkly.com/docs/blog.mdx): Fresh takes from LaunchDarkly's engineering team - [5 takeaways from my first PyCon JP conference](https://launchdarkly.com/docs/blog/pyconjp-25-takeaways.mdx): My experience speaking at my first regional tech conference. - [Dungeons & Downtimes: XP gained from our adventure](https://launchdarkly.com/docs/blog/dungeons-downtimes.mdx): Exploring production readiness via tabletop gaming - [Use Reverse Proxy for custom domain requests](https://launchdarkly.com/docs/blog/reverse-proxy-custom-domains.mdx): Use LaunchDarkly with a custom domain and keep your security team happy - [Adventures in dogfooding: Guarded Releases](https://launchdarkly.com/docs/blog/dogfooding-guardian-edition.mdx): Using guarded rollouts to de-risk our own release - [A quick tool for npm package scanning](https://launchdarkly.com/docs/blog/npm-breach-supply-chain-security.mdx): Create a SBOM for your Node.js repos & identify compromised packages - [My DEF CON 33 experience](https://launchdarkly.com/docs/blog/defcon-33-takeaways.mdx): Key Takeaways from the Hacker Capital of the World. - [Make every launch a big deal](https://launchdarkly.com/docs/blog/celebrating-every-launch.mdx): Quick ways to celebrate every ship, big and small. - [A tale of three rate limiters](https://launchdarkly.com/docs/blog/rate-limiters.mdx): Centralized, floodgate, and Poisson rate limiting: evaluating tradeoffs. - [My good friend Claude](https://launchdarkly.com/docs/blog/my-good-friend-claude.mdx): Let's explore how agent(s) can help us execute faster. - [My approach to React app architecture in 2025](https://launchdarkly.com/docs/blog/react-architecture-2025.mdx): Component complexity can be mitigated by following two patterns. - [Fun with JS streams](https://launchdarkly.com/docs/blog/fun-js-streams.mdx): Explore three key benefits of JavaScript streams. - [Moonshots XXII: Hack to the Future recap](https://launchdarkly.com/docs/blog/2025-hackathon-recap.mdx): Great Scott! The projects abounded. - [Onboarding](https://launchdarkly.com/docs/home/onboarding.mdx): Quickstart guides to get up and running with LaunchDarkly SDKs in minutes. - [Set up .NET (server-side) SDK](https://launchdarkly.com/docs/home/onboarding/dotnet-server.mdx): Install and initialize the LaunchDarkly .NET (server-side) SDK - [Set up Android SDK](https://launchdarkly.com/docs/home/onboarding/android.mdx): Install and initialize the LaunchDarkly Android SDK - [Set up Go SDK](https://launchdarkly.com/docs/home/onboarding/go.mdx): Install and initialize the LaunchDarkly Go SDK - [Set up iOS SDK](https://launchdarkly.com/docs/home/onboarding/ios.mdx): Install and initialize the LaunchDarkly iOS SDK - [Set up Java SDK](https://launchdarkly.com/docs/home/onboarding/java.mdx): Install and initialize the LaunchDarkly Java SDK - [Set up JavaScript SDK](https://launchdarkly.com/docs/home/onboarding/javascript.mdx): Install and initialize the LaunchDarkly JavaScript SDK - [Set up Node.js (client-side) SDK](https://launchdarkly.com/docs/home/onboarding/node-client.mdx): Install and initialize the LaunchDarkly Node.js (client-side) SDK - [Set up Node.js (server-side) SDK](https://launchdarkly.com/docs/home/onboarding/node-server.mdx): Install and initialize the LaunchDarkly Node.js (server-side) SDK - [Set up Python SDK](https://launchdarkly.com/docs/home/onboarding/python.mdx): Install and initialize the LaunchDarkly Python SDK - [Set up React Native SDK](https://launchdarkly.com/docs/home/onboarding/react-native.mdx): Install and initialize the LaunchDarkly React Native SDK - [Set up React Web SDK](https://launchdarkly.com/docs/home/onboarding/react-web.mdx): Install and initialize the LaunchDarkly React Web SDK - [Set up Vue SDK](https://launchdarkly.com/docs/home/onboarding/vue.mdx): Install and initialize the LaunchDarkly Vue SDK - [Overview](https://launchdarkly.com/docs/home.mdx) - [Get started](https://launchdarkly.com/docs/home/getting-started.mdx): This topic describes how to get started with LaunchDarkly. The other topics in this category contain a high-level introduction to LaunchDarkly. - [LaunchDarkly CLI](https://launchdarkly.com/docs/home/getting-started/ldcli.mdx): This topic describes how to get started with the LaunchDarkly CLI. - [LaunchDarkly CLI commands](https://launchdarkly.com/docs/home/getting-started/ldcli-commands.mdx): This topic describes common commands and configuration options in the LaunchDarkly CLI. - [LaunchDarkly MCP server](https://launchdarkly.com/docs/home/getting-started/mcp.mdx): This topic describes how to get started with the LaunchDarkly Model Context Protocol (MCP) server. - [LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar.mdx): This category has documentation topics about the LaunchDarkly developer toolbar. - [Setting up the LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar-setup.mdx): This topic describes how to install the LaunchDarkly developer toolbar. - [Using the LaunchDarkly developer toolbar](https://launchdarkly.com/docs/home/getting-started/dev-toolbar-using.mdx): This topic describes how to use the LaunchDarkly developer toolbar. - [Setting up an SDK](https://launchdarkly.com/docs/home/getting-started/setting-up.mdx): This topic explains how to set up an SDK to begin using LaunchDarkly. - [Joining an account](https://launchdarkly.com/docs/home/getting-started/join-account.mdx): This topic explains how to join LaunchDarkly as a new account member. - [Logging in with SSO](https://launchdarkly.com/docs/home/getting-started/login-sso.mdx): This topic explains how to log into LaunchDarkly for the first time using an SSO provider. - [Using feature management](https://launchdarkly.com/docs/home/getting-started/feature-management.mdx): This topic discusses using feature management at a high level, describes some key parts of the LaunchDarkly user interface (UI), and suggests different ways to learn more about working in LaunchDarkly. - [Getting started in different roles](https://launchdarkly.com/docs/home/getting-started/roles.mdx): This topic includes suggested paths through the LaunchDarkly documentation specific to your role. - [Launch Insights](https://launchdarkly.com/docs/home/getting-started/launch-insights.mdx): This topic describes the Launch Insights dashboard. Launch Insights is an executive-level dashboard that summarizes how your organization is adopting the best practices associated with risk-free releases. - [LaunchDarkly architecture](https://launchdarkly.com/docs/home/getting-started/architecture.mdx): This topic gives a high-level explanation of LaunchDarkly's platform architecture. - [LaunchDarkly vocabulary](https://launchdarkly.com/docs/home/getting-started/vocabulary.mdx): This topic defines common words used in the LaunchDarkly application and documentation. - [Create flags](https://launchdarkly.com/docs/home/flags/create.mdx): This category explains how to use LaunchDarkly to create your feature flags. - [Creating new flags](https://launchdarkly.com/docs/home/flags/new.mdx): This topic explains how to create new feature flags in LaunchDarkly. - [Flag types](https://launchdarkly.com/docs/home/flags/types.mdx): This topic explains the four types of feature flags and when to use them. - [Turning flags on and off](https://launchdarkly.com/docs/home/flags/toggle.mdx): This topic explains how to enable and disable flags from the Flags list. - [Creating flag variations](https://launchdarkly.com/docs/home/flags/variations.mdx): This topic explains how to create and edit your feature flag's variations and outlines the different types of flag variations. - [Cloning existing flags](https://launchdarkly.com/docs/home/flags/clone.mdx): This topic explains how to create new flags by cloning existing flags in LaunchDarkly. - [Importing flags](https://launchdarkly.com/docs/home/flags/import.mdx): This topic explains how to import flags from other feature management tools into LaunchDarkly. - [Flag settings](https://launchdarkly.com/docs/home/flags/flag-settings.mdx): This topic explains how to edit a feature flag's environment-specific and project-wide settings. - [Target with flags](https://launchdarkly.com/docs/home/flags/target.mdx): This topic explains how to use flag targeting to control which of your customers receive a variation of a feature flag, based on their context. - [Targeting rules](https://launchdarkly.com/docs/home/flags/target-rules.mdx): This topic explains how to use flag targeting rules to serve flag variations to different contexts based on their attributes. - [Individual targeting](https://launchdarkly.com/docs/home/flags/individual-targeting.mdx): This topic explains how to control which individual contexts receive a variation of a feature flag, based on the context key. - [Bulk targeting](https://launchdarkly.com/docs/home/flags/bulk-targeting.mdx): This topic explains how to perform edits on groups of contexts, or export all the contexts a flag is targeted to. - [Mobile targeting](https://launchdarkly.com/docs/home/flags/mobile-targeting.mdx): This topic explains how to control which mobile apps and devices receive a variation of a feature flag. - [Custom rules](https://launchdarkly.com/docs/home/flags/custom-rules.mdx): This topic explains how to use custom rules to target contexts based on their attributes. - [JSON targeting](https://launchdarkly.com/docs/home/flags/json-targeting.mdx): This topic explains how to create and edit flag targeting rules using JSON. - [Converting rules into segments](https://launchdarkly.com/docs/home/flags/rules-segments.mdx): This topic explains how convert targeting rules into reusable segments. - [Testing changes to flag targeting](https://launchdarkly.com/docs/home/flags/preview-rules.mdx): This topic explains how to use the test run feature to find out which variation a particular context will receive for a given feature flag. - [Flag templates](https://launchdarkly.com/docs/home/flags/templates.mdx): This topic explains the different types of flags available in LaunchDarkly. - [Custom flags](https://launchdarkly.com/docs/home/flags/custom.mdx): This topic explains how to get started with custom flags. - [Release flags](https://launchdarkly.com/docs/home/flags/release.mdx): This topic explains how you can use release flags to progressively roll out functionality. - [Kill switch flags](https://launchdarkly.com/docs/home/flags/killswitch.mdx): This topic explains how you can use kill switch or circuit breaker flags to shut off functionality. - [Experiment flags](https://launchdarkly.com/docs/home/flags/experiment.mdx): This topic explains how you can use experiment flags to test a hypothesis. - [Migration flags](https://launchdarkly.com/docs/home/flags/migration.mdx): This topic explains how you can use migration flags to take the complexity and risk out of modernizing your tech stack. - [Creating migration flags](https://launchdarkly.com/docs/home/flags/create-migration.mdx): This topic explains how you can create migration flags. - [Targeting with migration flags](https://launchdarkly.com/docs/home/flags/target-migration.mdx): This topic explains how you can target contexts using migration flags. - [Migration flag metrics](https://launchdarkly.com/docs/home/flags/migration-metrics.mdx): This topic explains how you can use metrics to track the progress of a migration flag. - [Manage flags](https://launchdarkly.com/docs/home/flags/manage.mdx): This category explains how to organize your flags across different environments in your LaunchDarkly project. - [The Flags list](https://launchdarkly.com/docs/home/flags/list.mdx): This topic explains how to use the Flags list, which shows your feature flags and gives you options to create, modify, and manage them. - [Flag links](https://launchdarkly.com/docs/home/flags/links.mdx): This topic explains how to create and use flag links to view external mentions of flags and relevant materials from other tools and services. - [Comparing and copying flag settings](https://launchdarkly.com/docs/home/flags/compare-copy.mdx): This topic explains how to compare and copy flag settings between two environments. - [Viewing flags across environments](https://launchdarkly.com/docs/home/flags/view-across.mdx): This topic explains how to view flags across multiple environments. - [Deprecating flags](https://launchdarkly.com/docs/home/flags/deprecate.mdx): This topic explains how to deprecate flags you no longer need. - [Archiving flags](https://launchdarkly.com/docs/home/flags/archive.mdx): This topic explains how to clean up flags you no longer need. - [Deleting flags](https://launchdarkly.com/docs/home/flags/delete.mdx): This topic explains how to permanently delete flags that are already archived. - [Flag prerequisites](https://launchdarkly.com/docs/home/flags/prereqs.mdx): This topic explains how to use feature flag prerequisites to enable or disable features based on different states. - [The off variation](https://launchdarkly.com/docs/home/flags/off-variation.mdx): This topic explains how to set the off variation for a flag. - [The default rule](https://launchdarkly.com/docs/home/flags/default-rule.mdx): This topic explains how to set the default rule for a flag. - [Flag statuses and lifecycle stages](https://launchdarkly.com/docs/home/flags/flag-status.mdx): This topic explains what the different flag statuses are, and how they relate to a flag's lifecycle. - [Flag lifecycle settings](https://launchdarkly.com/docs/home/flags/flag-lifecycle-settings.mdx): This topic describes flag lifecycle settings and how to update them. The flag lifecycle settings let you customize the criteria that LaunchDarkly uses to determine when flags are ready to be archived. - [Project-level flag settings](https://launchdarkly.com/docs/home/flags/proj-flag-settings.mdx): This topic describes project-level flag settings and how to update them. - [Code references](https://launchdarkly.com/docs/home/flags/code-references.mdx): This topic explains how to use code references in LaunchDarkly to find and manage references to your feature flags. The code references feature lets you find source code references to your feature flags within LaunchDarkly. - [Bitbucket code references](https://launchdarkly.com/docs/home/flags/code-references/bitbucket.mdx): This topic explains how to use the ld-find-code-refs utility with Bitbucket code references to create code references in LaunchDarkly. - [CircleCI code references](https://launchdarkly.com/docs/home/flags/code-references/circleci.mdx): This topic explains how you can use the ld-find-code-refs utility with CircleCI to automatically populate code references in LaunchDarkly. - [Custom configuration with ld-find-code-refs](https://launchdarkly.com/docs/home/flags/code-references/custom-config.mdx): This topic gives a high-level explanation of how to use the ld-find-code-refs script to perform other functions. - [GitHub code references](https://launchdarkly.com/docs/home/flags/code-references/github-actions.mdx): This topic explains how to use the ld-find-code-refs utility with GitHub code references to automatically populate code references in LaunchDarkly. - [GitLab code references](https://launchdarkly.com/docs/home/flags/code-references/gitlab.mdx): This topic explains how to set up and configure the GitLab code references to use with LaunchDarkly. You can use the ld-find-code-refs utility with GitLab code references to automatically populate code references in LaunchDarkly. - [AI Configs](https://launchdarkly.com/docs/home/ai-configs.mdx): The topics in this category explain how to use LaunchDarkly to manage your AI Configs. You can use AI Configs to customize, test, and roll out new large language models (LLMs) within your generative AI applications. - [Quickstart for AI Configs](https://launchdarkly.com/docs/home/ai-configs/quickstart.mdx): This topic explains how to get started with the LaunchDarkly AI Configs product. - [Create AI Configs](https://launchdarkly.com/docs/home/ai-configs/create.mdx): This topic explains how to create and update AI Configs. - [Create and manage AI Config variations](https://launchdarkly.com/docs/home/ai-configs/create-variation.mdx): This topic explains how to create and manage AI Config variations. - [Compare AI Config variation versions](https://launchdarkly.com/docs/home/ai-configs/compare-variation-versions.mdx): This topic explains how to compare versions of an AI Config variation. - [Create and manage AI model configurations](https://launchdarkly.com/docs/home/ai-configs/create-model-config.mdx): This topic explains how to create and manage custom models to use in AI Configs. - [Target with AI Configs](https://launchdarkly.com/docs/home/ai-configs/target.mdx): This topic explains how to use AI Config targeting to control which of your customers receive a particular variation of an AI Config, based on their context. - [Monitor AI Configs](https://launchdarkly.com/docs/home/ai-configs/monitor.mdx): This topic explains how to monitor the performance of your AI Configs. - [View AI Config trends explorer](https://launchdarkly.com/docs/home/ai-configs/trends.mdx): This topic explains how to use the AI Config trends explorer to view aggregated performance metrics across multiple AI Configs. - [Manage AI Configs](https://launchdarkly.com/docs/home/ai-configs/manage.mdx): This topic explains how to view and manage AI Configs. - [Online evaluations in AI Configs](https://launchdarkly.com/docs/home/ai-configs/online-evaluations.mdx): This topic describes how to run online evaluations on AI Config variations by attaching judges that score responses for accuracy, relevance, and toxicity. - [Run experiments with AI Configs](https://launchdarkly.com/docs/home/ai-configs/experimentation.mdx): This topic introduces the role of AI Configs in LaunchDarkly Experimentation. - [AI Configs and information privacy](https://launchdarkly.com/docs/home/ai-configs/privacy.mdx): This topic describes how the LaunchDarkly AI Configs product treats personally identifiable information (PII). - [Agents in AI Configs](https://launchdarkly.com/docs/home/ai-configs/agents.mdx): This topic explains how to create and use agent-based AI Configs to support structured, multi-step AI workflows with shared tools and performance monitoring. - [Tools in AI Configs](https://launchdarkly.com/docs/home/ai-configs/tools-library.mdx): This topic explains how to manage and use tools in AI Configs. - [LLM playground](https://launchdarkly.com/docs/home/ai-configs/playground.mdx): This topic explains how to use the LLM playground to create and run evaluations that measure the quality of model outputs before deployment. - [Contexts](https://launchdarkly.com/docs/home/flags/contexts.mdx): This category has documentation topics about LaunchDarkly contexts. Contexts are people, services, machines, or other resources that encounter feature flags in your product. - [An introduction to contexts](https://launchdarkly.com/docs/home/flags/contexts/intro.mdx): This topic summarizes what contexts are and provides resources to learn how to use them. - [The Contexts list](https://launchdarkly.com/docs/home/flags/contexts-list.mdx): This topic explains what the Contexts list is, how it is populated, and how to use it. - [Filtering the Contexts list](https://launchdarkly.com/docs/home/flags/contexts-list-filtering.mdx): This topic explains how to filter contexts on the Contexts list. You can filter contexts on the Contexts list by context kind, name, key, or attribute. - [The context details page](https://launchdarkly.com/docs/home/flags/context-details.mdx): This topic explains what the context details page is. The context details page gives you a detailed view of a context and lets you customize its experience from one screen. - [Context instances](https://launchdarkly.com/docs/home/flags/context-instances.mdx): This topic includes information about context instances. - [Context kinds](https://launchdarkly.com/docs/home/flags/context-kinds.mdx): This topic explains what context kinds are and how to use them. - [Viewing context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-view.mdx): This topic explains how to view context kinds. - [Creating and editing context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-create.mdx): This topic explains how to create and edit context kinds. - [Archiving context kinds](https://launchdarkly.com/docs/home/flags/context-kinds-archive.mdx): This topic explains how to archive and restore archived context kinds. - [Context attributes](https://launchdarkly.com/docs/home/flags/context-attributes.mdx): This topic explains what context attributes are, how to configure them, and how LaunchDarkly uses them to evaluate flags and display flag variations to your customers. - [Built-in attributes](https://launchdarkly.com/docs/home/flags/built-in-attributes.mdx): This topic explains what built-in attributes are and how to configure them. - [Custom attributes](https://launchdarkly.com/docs/home/flags/custom-attributes.mdx): This topic explains what custom context attributes are and how to configure them. - [Using private context attributes](https://launchdarkly.com/docs/home/flags/private-context-attributes.mdx): This topic explains how to create targeting rules that target contexts based on attributes that may or may not be stored in LaunchDarkly. - [Multi-contexts](https://launchdarkly.com/docs/home/flags/multi-contexts.mdx): This topic includes information about multi-contexts and context instances. Contexts are people, services, machines, or other resources that encounter feature flags in your product. - [Anonymous contexts](https://launchdarkly.com/docs/home/flags/anonymous-contexts.mdx): This topic explains what anonymous contexts are, how their information is handled in LaunchDarkly, and how they contribute to your monthly account usage. - [Segments](https://launchdarkly.com/docs/home/flags/segments.mdx): This topic introduces the concept of segments. Segments let you target groups of contexts individually or by attribute. - [Creating segments](https://launchdarkly.com/docs/home/flags/segments-create.mdx): This topic explains how to create rule-based, smaller list-based, larger list-based, and synced segments. - [Targeting contexts in rule-based and smaller list-based segments](https://launchdarkly.com/docs/home/flags/rule-based-segments.mdx): This topic explains how to target contexts in rule-based and smaller list-based segments. - [Targeting contexts in larger list-based segments](https://launchdarkly.com/docs/home/flags/list-based-segments.mdx): This topic explains how to target contexts within larger list-based segments. - [Targeting segments](https://launchdarkly.com/docs/home/flags/segment-targeting.mdx): This topic explains how to target a segment in a flag rule. - [Managing segments](https://launchdarkly.com/docs/home/flags/segment-management.mdx): This topic explains how to edit and delete segments. - [Segment types](https://launchdarkly.com/docs/home/flags/segment-types.mdx): This topic explains different segment types and when to use them. - [Segments synced from external tools](https://launchdarkly.com/docs/home/flags/synced-segments.mdx): This topic explains how to create segments that sync with an external tool. - [Syncing segments with Amplitude cohorts](https://launchdarkly.com/docs/home/flags/amplitude.mdx): This topic explains how to create segments that sync with an Amplitude cohort. - [Syncing segments with Census](https://launchdarkly.com/docs/home/flags/census.mdx): This topic links to Census's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Heap](https://launchdarkly.com/docs/home/flags/heap.mdx): This topic links to Heap's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Hightouch](https://launchdarkly.com/docs/home/flags/hightouch.mdx): This topic links to Hightouch's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with RudderStack Audiences](https://launchdarkly.com/docs/home/flags/rudderstack.mdx): This topic links to RudderStack's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Tealium Audiences](https://launchdarkly.com/docs/home/flags/tealium.mdx): This topic links to Tealium's documentation for its LaunchDarkly synced segment integration. - [Syncing segments with Twilio Segment Audiences](https://launchdarkly.com/docs/home/flags/twilio.mdx): This topic explains how to create segments that sync with a Twilio Segment Audience. - [Syncing segments with Zeotap](https://launchdarkly.com/docs/home/flags/zeotap.mdx): This topic links to Zeotap's documentation for its LaunchDarkly synced segment integration. - [SDK and integration configuration for segments](https://launchdarkly.com/docs/home/flags/segment-config.mdx): This topic explains the configuration process and requirements for synced segments and larger list-based segments. - [Releasing features with LaunchDarkly](https://launchdarkly.com/docs/home/releases/releasing.mdx): This topic compares several options LaunchDarkly provides for releasing features to production gradually and safely. - [Release policies](https://launchdarkly.com/docs/home/releases/release-policies.mdx): This topic explains how to use release policies to define preferred release methods for environments and standardize how your organization configures feature releases. - [Percentage rollouts](https://launchdarkly.com/docs/home/releases/percentage-rollouts.mdx): This topic explains how to use percentage rollouts to release new features incrementally. - [Percentage rollouts by context attribute](https://launchdarkly.com/docs/home/releases/attribute-rollout.mdx): This topic explains how to perform percentage rollouts by associating flag variations with context attributes. - [Progressive rollouts](https://launchdarkly.com/docs/home/releases/progressive-rollouts.mdx): This topic explains what progressive rollouts are and why you might use them to release new features incrementally. - [Creating and managing progressive rollouts](https://launchdarkly.com/docs/home/releases/create-progressive-rollouts.mdx): This topic explains how to create and manage progressive rollouts to release new features incrementally. - [Progressive rollout health checks](https://launchdarkly.com/docs/home/releases/progressive-health-checks.mdx): This topic explains how to use health checks for progressive rollouts to confirm your rollout setup and troubleshoot configuration problems. - [Guarded rollouts](https://launchdarkly.com/docs/home/releases/guarded-rollouts.mdx): This topic explains how to monitor metrics on flag and AI Config releases and configure LaunchDarkly to take action on the results. - [Creating guarded rollouts](https://launchdarkly.com/docs/home/releases/creating-guarded-rollouts.mdx): This topic explains how to create a guarded rollout. - [Setting up contexts for guarded rollouts](https://launchdarkly.com/docs/home/releases/context-kinds.mdx): This topic explains how to set up context kinds for randomized targeting in a guarded rollout. - [Health checks for guarded rollouts](https://launchdarkly.com/docs/home/releases/guarded-health-checks.mdx): This topic explains how to use health checks for guarded rollouts to confirm your rollout setup and troubleshoot configuration problems. - [Regression thresholds for guarded rollouts](https://launchdarkly.com/docs/home/releases/regression-thresholds.mdx): This topic explains how to determine a custom regression threshold for a guarded rollout. - [Managing guarded rollouts](https://launchdarkly.com/docs/home/releases/managing-guarded-rollouts.mdx): This topic explains how to manage guarded rollouts. - [Guarded rollout errors](https://launchdarkly.com/docs/home/releases/errors.mdx): This topic explains how to investigate and debug certain front-end user errors in your guarded rollouts. - [Feature monitoring](https://launchdarkly.com/docs/home/releases/feature-monitoring.mdx): This topic explains how to use feature monitoring to evaluate the performance of a feature flag. - [Flag evaluations](https://launchdarkly.com/docs/home/releases/flag-evaluations.mdx): This topic explains how to use the flag evaluations graph to observe flag evaluations over time. - [Flag audiences](https://launchdarkly.com/docs/home/releases/flag-audiences.mdx): This topic explains how to use flag audiences to understand who evaluated a flag, which variation they received, and what occurred during those evaluations, based on sessions and observability data. - [Live events](https://launchdarkly.com/docs/home/releases/live-events.mdx): This topic explains how to use live events. The Live events page gives you real-time insight into the events your application is sending to LaunchDarkly, so you can ensure that you've set up LaunchDarkly correctly. - [Collecting user feedback](https://launchdarkly.com/docs/home/releases/user-feedback.mdx): This topic explains how to configure your application to send qualitative user feedback to LaunchDarkly. Each piece of user feedback is associated with a specific flag variation, creating a direct connection between user sentiment and feature performance. - [Release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines.mdx): This topic explains how you can use automated releases to standardize and automate the release process for your feature flags. - [Creating release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-create.mdx): This topic explains how to create and configure release pipelines to use in automated releases. - [Adding and removing flags from release pipelines](https://launchdarkly.com/docs/home/releases/adding-flags.mdx): This topic explains how to add, remove, and move flags between existing release pipelines. - [Managing release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-manage.mdx): This topic explains how to duplicate and manage release pipelines. - [Deleting release pipelines](https://launchdarkly.com/docs/home/releases/release-pipelines-delete.mdx): This topic explains how to delete release pipelines. - [Engineering insights](https://launchdarkly.com/docs/home/releases/eng-insights.mdx): This category contains documentation topics about LaunchDarkly's engineering insights feature. - [Get started with engineering insights](https://launchdarkly.com/docs/home/releases/get-started.mdx): This topic explains how to set up projects, environments, and applications, and begin using engineering insights. - [Send deployment information](https://launchdarkly.com/docs/home/releases/config-deployment.mdx): This topic explains how to configure your app to send deployment information to LaunchDarkly. - [Install the GitHub app](https://launchdarkly.com/docs/home/releases/github-app.mdx): This topic explains how to install the GitHub app for engineering insights and how to associate repositories and projects. - [Set up code references](https://launchdarkly.com/docs/home/releases/code-refs.mdx): This topic explains how to set up code references for engineering insights. - [Applications in Engineering insights](https://launchdarkly.com/docs/home/releases/applications-eng-insights.mdx): This topic explains how to work with LaunchDarkly applications in engineering insights. - [Project overview](https://launchdarkly.com/docs/home/releases/project-overview.mdx): This topic explains how to use the engineering insights Overview page to evaluate LaunchDarkly project health at a high level. - [Project metrics](https://launchdarkly.com/docs/home/releases/project-metrics.mdx): This category contains documentation topics about LaunchDarkly's engineering insights project metrics. - [Deployments](https://launchdarkly.com/docs/home/releases/deployments.mdx): This topic explains how to use the deployments page in engineering insights. - [Releases](https://launchdarkly.com/docs/home/releases/releases.mdx): This topic explains how to use the releases page in engineering insights. - [Lead time](https://launchdarkly.com/docs/home/releases/lead-time.mdx): This topic explains how to use the lead time page in engineering insights. - [Flag health](https://launchdarkly.com/docs/home/releases/flag-health.mdx): This topic explains how to use the flag health page in engineering insights. - [Experimentation rate](https://launchdarkly.com/docs/home/releases/exp-rate.mdx): This topic explains how to use the Experimentation rate page in engineering insights. - [Release management tools](https://launchdarkly.com/docs/home/releases/release-management.mdx): This category explains how you can more finely control your use of feature flags by release management tools within LaunchDarkly. - [Approvals](https://launchdarkly.com/docs/home/releases/approvals.mdx): This topic introduces LaunchDarkly's approvals feature. It explains what approvals are and how to configure them. - [Requesting approvals](https://launchdarkly.com/docs/home/releases/approval-requests.mdx): This topic explains how to create approval requests. - [Reviewing approval requests](https://launchdarkly.com/docs/home/releases/approval-reviews.mdx): This topic explains how to review, approve, and decline approval requests. - [Deleting approval requests](https://launchdarkly.com/docs/home/releases/approvals-delete.mdx): This topic explains how to delete approval requests. - [Approval request settings](https://launchdarkly.com/docs/home/releases/approvals-settings.mdx): This topic explains how to customize the settings for your approval requests. - [Configuring approvals for an environment](https://launchdarkly.com/docs/home/releases/approval-config.mdx): This topic explains how to customize approval requests for each environment in your LaunchDarkly project. - [Flag triggers](https://launchdarkly.com/docs/home/releases/triggers.mdx): This topic explains how to use LaunchDarkly's triggers feature, which lets you make changes to flag targeting remotely. - [Creating flag triggers](https://launchdarkly.com/docs/home/releases/triggers-create.mdx): This topic explains how to create flag triggers. - [Managing flag triggers](https://launchdarkly.com/docs/home/releases/triggers-manage.mdx): This topic explains how to disable, reset, and delete flag triggers. - [Required comments](https://launchdarkly.com/docs/home/releases/comments.mdx): This topic explains how to use required comments for feature flag and segment changes. - [Required confirmation](https://launchdarkly.com/docs/home/releases/confirmation.mdx): This topic explains how to use required confirmation for feature flag and segment changes. - [Scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes.mdx): This topic explains what scheduled flag changes are and how to use them to manage your releases. - [Creating scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes-create.mdx): This topic explains how to create scheduled flag changes to take effect at a date in the future. - [Managing scheduled flag changes](https://launchdarkly.com/docs/home/releases/scheduled-changes-manage.mdx): This topic explains how to manage scheduled flag changes. - [Workflows](https://launchdarkly.com/docs/home/releases/workflows.mdx): This topic explains how to build, start, and view workflows in LaunchDarkly. - [Creating workflows](https://launchdarkly.com/docs/home/releases/workflows-create.mdx): This topic explains how to create and view workflows in LaunchDarkly. - [Deleting workflows](https://launchdarkly.com/docs/home/releases/workflows-delete.mdx): This topic explains how to delete LaunchDarkly workflows in LaunchDarkly. - [Workflow templates](https://launchdarkly.com/docs/home/releases/workflow-templates.mdx): This topic explains how to create and use workflow templates to automate your rollouts at scale. - [Applications and app versions](https://launchdarkly.com/docs/home/releases/apps-and-app-versions.mdx): This topic explains what applications and application versions are and how to use them. An application is a LaunchDarkly resource that describes what you are delivering to a customer. - [Applications](https://launchdarkly.com/docs/home/releases/applications.mdx): This topic explains how to create, edit, and delete applications. An application is a LaunchDarkly resource that describes what you are delivering to a customer. - [Application versions](https://launchdarkly.com/docs/home/releases/app-versions.mdx): This topic explains how to create, edit, and delete application versions. - [Change history](https://launchdarkly.com/docs/home/releases/change-history.mdx): This topic explains how to track changes made in LaunchDarkly. LaunchDarkly keeps a running log of changes made to feature flags in a given environment. - [Observability](https://launchdarkly.com/docs/home/observability.mdx): This section contains documentation on LaunchDarkly's observability features. - [Session replay](https://launchdarkly.com/docs/home/observability/session-replay.mdx): This topic explains how to use LaunchDarkly's observability features to perform session replays. - [Error monitoring](https://launchdarkly.com/docs/home/observability/errors.mdx): This topic explains how to use LaunchDarkly's observability features to understand and view errors in your application. - [Logs](https://launchdarkly.com/docs/home/observability/logs.mdx): This topic explains how to use LaunchDarkly's observability features to view session logs. - [Traces](https://launchdarkly.com/docs/home/observability/traces.mdx): This topic explains how to use LaunchDarkly's observability features to trace session activity through your application. - [LLM observability](https://launchdarkly.com/docs/home/observability/llm-observability.mdx): This topic explains how to instrument your application with OpenLLMetry and the LaunchDarkly SDK. It also explains how to use LaunchDarkly observability features to view and analyze large language model (LLM) spans. - [Alerts](https://launchdarkly.com/docs/home/observability/alerts.mdx): This topic explains how to set alerts for LaunchDarkly's observability features. Alerts are a way to keep members of your organization aware of what is happening in your application. - [Dashboards](https://launchdarkly.com/docs/home/observability/dashboards.mdx): This topic explains how to use dashboards in LaunchDarkly observability. - [Search specification](https://launchdarkly.com/docs/home/observability/search.mdx): This topic explains how to use LaunchDarkly's observability search feature to query and filter data across your application. The search functionality allows you to find specific sessions, errors, logs, and traces by composing queries with different properties and attributes. - [Observability settings](https://launchdarkly.com/docs/home/observability/settings.mdx): This topic describes the project-level settings available for sessions, errors, logs, and traces. - [Vega](https://launchdarkly.com/docs/home/observability/vega.mdx): This topic explains how to use the Vega AI assistant. - [Product analytics](https://launchdarkly.com/docs/home/product-analytics.mdx): This topic explains how to use product analytics to understand your customers and their behavior. - [Setting up product analytics](https://launchdarkly.com/docs/home/product-analytics/setup.mdx): This topic explains how to set up LaunchDarkly product analytics. - [Setting up product analytics in BigQuery](https://launchdarkly.com/docs/home/product-analytics/setup/bigquery.mdx): This topic explains how to set up LaunchDarkly product analytics in BigQuery. - [Setting up product analytics in Databricks](https://launchdarkly.com/docs/home/product-analytics/setup/databricks.mdx): This topic explains how to set up LaunchDarkly product analytics in Databricks. - [Setting up product analytics in Snowflake](https://launchdarkly.com/docs/home/product-analytics/setup/snowflake.mdx): This topic explains how to set up LaunchDarkly product analytics in Snowflake. - [Using product analytics charts](https://launchdarkly.com/docs/home/product-analytics/chart.mdx): This topic explains the high-level concepts and UI elements in a product analytics chart. - [Dashboards](https://launchdarkly.com/docs/home/product-analytics/chart/dashboards.mdx): This topic explains how to use the product analytics Dashboards tab, and what information that tab contains. - [Trends charts](https://launchdarkly.com/docs/home/product-analytics/chart/trends.mdx): This topic explains how to create a trends chart in the product analytics Dashboards tab. - [Funnel charts](https://launchdarkly.com/docs/home/product-analytics/chart/funnels.mdx): This topic explains how to create a funnel chart in the product analytics Dashboards tab. - [Retention charts](https://launchdarkly.com/docs/home/product-analytics/chart/retention.mdx): This topic explains how to create a retention chart in the product analytics Dashboards tab. - [Stickiness charts](https://launchdarkly.com/docs/home/product-analytics/chart/stickiness.mdx): This topic explains how to create a stickiness chart in the product analytics Dashboards tab. - [Flows charts](https://launchdarkly.com/docs/home/product-analytics/chart/flows.mdx): This topic explains how to create a flows chart in the product analytics Dashboards tab. - [Events](https://launchdarkly.com/docs/home/product-analytics/chart/events.mdx): This topic explains how to use the product analytics Events tab, and what information that tab contains. - [Cohorts](https://launchdarkly.com/docs/home/product-analytics/chart/cohorts.mdx): This topic explains how to use the product analytics Cohorts tab, and what information that tab contains. - [Attributes](https://launchdarkly.com/docs/home/product-analytics/chart/attributes.mdx): This topic explains how to use the product analytics Properties tab, and what information that tab contains. - [User activity](https://launchdarkly.com/docs/home/product-analytics/chart/user-activity.mdx): This topic explains the high-level concepts and UI elements in a product analytics chart. - [Experimentation](https://launchdarkly.com/docs/home/experimentation.mdx): This topic explains the concepts and value of LaunchDarkly's Experimentation feature. - [Quickstart for Experimentation](https://launchdarkly.com/docs/home/experimentation/quickstart.mdx): This topic explains how to complete the quickstart for LaunchDarkly's Experimentation product. - [Experimentation and metric events](https://launchdarkly.com/docs/home/experimentation/events.mdx): This topic explains Experimentation and metric events and how they work. - [Experiment metric types](https://launchdarkly.com/docs/home/experimentation/types.mdx): This topic explains the different kinds of metrics you can use with experiments in LaunchDarkly. - [Experiment configuration](https://launchdarkly.com/docs/home/experimentation/configure.mdx): The topics in this category explain how to set up and configure an experiment in LaunchDarkly. - [Creating experiments](https://launchdarkly.com/docs/home/experimentation/create.mdx): This topic explains how to create and configure an experiment in LaunchDarkly. - [Allocating experiment audiences](https://launchdarkly.com/docs/home/experimentation/allocation.mdx): This topic explains how to include specific groups of contexts in an experiment audience using audience allocation. - [Randomization units](https://launchdarkly.com/docs/home/experimentation/randomization.mdx): This topic explains what randomization units are and how to use them in LaunchDarkly Experimentation. - [Variation reassignment](https://launchdarkly.com/docs/home/experimentation/carryover.mdx): This topic explains how LaunchDarkly reassigns contexts to flag variations when you change or increase traffic in an experiment. - [Mutually exclusive experiments](https://launchdarkly.com/docs/home/experimentation/mutually-exclusive.mdx): This topic explains what mutually exclusive experiments are and when to use them. - [Managing experiments](https://launchdarkly.com/docs/home/experimentation/manage.mdx): This topic explains how to view and filter the experiments list. - [Experiment health checks](https://launchdarkly.com/docs/home/experimentation/health-checks.mdx): This topic explains how to use health checks for experiments to verify that you set up your experiment correctly and fix any problems with your configuration. - [Starting and stopping experiment iterations](https://launchdarkly.com/docs/home/experimentation/start-stop-exp.mdx): This topic explains how to start recording an experiment iteration and stop the experiment iteration when you're finished. - [Editing and archiving experiments](https://launchdarkly.com/docs/home/experimentation/edit-archive.mdx): This topic explains how to edit, clone, and archive experiments. - [Experiment sample size and run time](https://launchdarkly.com/docs/home/experimentation/size.mdx): This topic explains how to determine the number of contexts to include in an experiment and how long to run the experiment for. - [Analyzing experiments](https://launchdarkly.com/docs/home/experimentation/analyze.mdx): This topic explains how to interpret an experiment's results and apply its findings to your product. - [Bayesian experiment results](https://launchdarkly.com/docs/home/experimentation/bayesian-results.mdx): This topic explains how to read the results of a Bayesian experiment. - [Shipping the winning variation](https://launchdarkly.com/docs/home/experimentation/winning.mdx): This topic explains how to choose and ship a winning variation for a completed Bayesian experiment. - [Decision making with Bayesian statistics](https://launchdarkly.com/docs/home/experimentation/bayesian.mdx): This topic explains how to make decisions about which variation to choose as the winner in a LaunchDarkly experiment that uses Bayesian statistics. - [Outliers in Bayesian experiments](https://launchdarkly.com/docs/home/experimentation/outliers.mdx): This topic explains how LaunchDarkly Experimentation handles outliers in its Bayesian experiment analyses. - [Frequentist experiment results](https://launchdarkly.com/docs/home/experimentation/frequentist-results.mdx): This topic explains how to read the results of a frequentist experiment. - [Filtering experiment results](https://launchdarkly.com/docs/home/experimentation/filters.mdx): This topic explains how to use attribute filters to narrow experiment results by attribute. - [Multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits.mdx): This section contains documentation on multi-armed bandits, which are a type of experiment that uses a decision-making algorithm that dynamically allocates traffic to the best-performing variation of a flag based on a metric you choose. - [Creating multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits/create.mdx): This topic explains how to create multi-armed bandits. - [Editing and archiving multi-armed bandits](https://launchdarkly.com/docs/home/multi-armed-bandits/edit-archive.mdx): This topic explains how to edit a multi-armed bandit (MAB) and archive it when you no longer need it. - [Multi-armed bandit results](https://launchdarkly.com/docs/home/multi-armed-bandits/results.mdx): This topic explains how to read the results of a multi-armed bandit. - [Holdouts](https://launchdarkly.com/docs/home/holdouts.mdx): This topic introduces holdouts, which you can use to measure the effectiveness of your Experimentation program over time. - [Creating holdouts](https://launchdarkly.com/docs/home/holdouts/create.mdx): This topic explains how to create and add experiments to holdouts. - [Managing holdouts](https://launchdarkly.com/docs/home/holdouts/manage.mdx): This topic explains how to manage holdouts and interpret their results. - [Metric events](https://launchdarkly.com/docs/home/metrics/metric-events.mdx): This topic explains the different metric event types and their SDK compatibility. - [Importing metric events](https://launchdarkly.com/docs/home/metrics/import-events.mdx): This topic explains how to import metric events from your existing data pipeline for use with Experimentation and guarded rollouts. - [Viewing incoming events](https://launchdarkly.com/docs/home/metrics/view-incoming-events.mdx): This topic explains how to view metric events your SDKs are sending to LaunchDarkly, and how to create metrics from those events. - [Metrics](https://launchdarkly.com/docs/home/metrics.mdx): This topic explains what metrics are, why to use them, and where to find them in LaunchDarkly. - [Creating and managing metrics](https://launchdarkly.com/docs/home/metrics/create-metrics.mdx): This topic explains how to create, edit, archive, and delete metrics, and how to select metrics to use with LaunchDarkly features, such as experiments and guarded rollouts. - [Metric analysis](https://launchdarkly.com/docs/home/metrics/metric-analysis.mdx): This topic explains the different ways you can analyze a metric, and how to select the analysis options appropriate for your needs. - [Page viewed conversion metrics](https://launchdarkly.com/docs/home/metrics/pageview.mdx): This topic explains how to create a page view conversion metric in LaunchDarkly. - [Clicked or tapped conversion metrics](https://launchdarkly.com/docs/home/metrics/click.mdx): This topic explains how to create a click conversion metric in LaunchDarkly. - [Custom metrics](https://launchdarkly.com/docs/home/metrics/custom-metrics.mdx): This topic explains how to create Custom metrics in LaunchDarkly. Custom metrics require that you first instrument custom events in your application code using the LaunchDarkly SDK `track()` method. - [Custom conversion count metrics](https://launchdarkly.com/docs/home/metrics/custom-count.mdx): This topic explains how to create a custom conversion count metric in LaunchDarkly. - [Custom conversion binary metrics](https://launchdarkly.com/docs/home/metrics/custom.mdx): This topic explains how to create a custom conversion binary metric in LaunchDarkly. - [Custom numeric metrics](https://launchdarkly.com/docs/home/metrics/custom-numeric.mdx): This topic explains how to create a custom numeric metric in LaunchDarkly. - [Previewing custom event data](https://launchdarkly.com/docs/home/metrics/custom-previews.mdx): This topic explains where custom event previews are available, what the previews contain, and the preview states you may encounter. - [Filtering custom metric events](https://launchdarkly.com/docs/home/metrics/event-filters.mdx): This topic explains how to use filters to include only specific custom events in a metric, based on context attributes or event properties. - [Using the Metrics list](https://launchdarkly.com/docs/home/metrics/metrics-list.mdx): This topic explains how to use the Metrics list to view, search, and filter metrics in your project. - [Metric health checks](https://launchdarkly.com/docs/home/metrics/metric-health-checks.mdx): This topic explains how to use metric health checks to confirm that your metrics are active and ready for use in experiments and rollouts. - [Metric groups](https://launchdarkly.com/docs/home/metrics/metric-groups.mdx): This topic explains what metric groups are and when to use them. - [Creating and managing metric groups](https://launchdarkly.com/docs/home/metrics/metric-groups-manage.mdx): This topic explains how to create and manage metric groups. - [Guardrail metrics](https://launchdarkly.com/docs/home/metrics/guardrail-metrics.mdx): This topic explains how to use guardrail metrics to provide a consistent set of default metrics for evaluating guarded rollouts. - [Creating and managing guardrail metrics](https://launchdarkly.com/docs/home/metrics/guardrail-metrics/create.mdx): This topic explains how to create and manage guardrail metrics groups for use in guarded rollouts. - [Autogenerated metrics](https://launchdarkly.com/docs/home/metrics/autogen-metrics.mdx): This topic explains the metrics LaunchDarkly automatically generates from SDK events and how you can use them to monitor the health of your applications. - [Metric impact](https://launchdarkly.com/docs/home/metrics/metric-impact.mdx): This topic explains how to use the metric Impact tab. - [Snowflake native Experimentation](https://launchdarkly.com/docs/home/warehouse-native/snowflake.mdx): This category includes documentation about how to connect LaunchDarkly to Snowflake and run LaunchDarkly experiments using metric events from your Snowflake warehouse. - [Snowflake data requirements](https://launchdarkly.com/docs/home/warehouse-native/snowflake-requirements.mdx): This topic explains the data requirements for Snowflake native Experimentation. - [Setting up the Snowflake integration](https://launchdarkly.com/docs/home/warehouse-native/snowflake-configure.mdx): This topic explains how to set up the Snowflake integration. - [Snowflake common questions](https://launchdarkly.com/docs/home/warehouse-native/snowflake-questions.mdx): This topic provides answers to common questions about working with Snowflake native Experimentation. - [Warehouse native metrics](https://launchdarkly.com/docs/home/warehouse-native/metrics.mdx): This topic explains how to configure a warehouse native metric for use in LaunchDarkly experiments. Warehouse native metrics measure events stored in an external warehouse you specify. - [Metric data sources](https://launchdarkly.com/docs/home/warehouse-native/metric-data-sources.mdx): This topic explains how to create a metric data source for Snowflake native Experimentation. - [Creating experiments using warehouse native metrics](https://launchdarkly.com/docs/home/warehouse-native/creating.mdx): This topic explains how to set up and configure an experiment in LaunchDarkly that uses metric events from your own data warehouse. - [Connect apps and services to LaunchDarkly](https://launchdarkly.com/docs/home/infrastructure/apps.mdx): This category has documentation topics about different methods to connect your services and applications to LaunchDarkly. - [Custom properties](https://launchdarkly.com/docs/home/infrastructure/custom-properties.mdx): This topic explains how to set up and use custom properties in LaunchDarkly. They let you store integration data in a feature flag. Each custom property you add to a feature flag can contain a list of associated values. - [OAuth applications](https://launchdarkly.com/docs/home/infrastructure/oauth.mdx): This topic explains how to authorize or revoke access of an OAuth app. You can connect your LaunchDarkly account to external applications using the OAuth 2.0 protocol. - [Webhooks](https://launchdarkly.com/docs/home/infrastructure/webhooks.mdx): This topic explains how to create and use webhooks in LaunchDarkly. LaunchDarkly's webhooks allow you to build your own integrations. When something changes, LaunchDarkly sends an HTTP POST payload to the webhook's configured URL. - [The LaunchDarkly API](https://launchdarkly.com/docs/home/infrastructure/api.mdx): This topic explains how to access LaunchDarkly's API documentation. - [LaunchDarkly in China and Pakistan](https://launchdarkly.com/docs/home/infrastructure/china.mdx): This topic explains how to access LaunchDarkly from China or Pakistan. - [LaunchDarkly in the European Union (EU)](https://launchdarkly.com/docs/home/infrastructure/eu.mdx): This topic explains how LaunchDarkly is different in a domain controlled by the European Union (EU). - [LaunchDarkly in federal environments](https://launchdarkly.com/docs/home/infrastructure/federal.mdx): This topic explains how LaunchDarkly is different in a domain controlled by the United States government. - [LaunchDarkly in environments requiring FIPS 140-2 validated encryption modules](https://launchdarkly.com/docs/home/infrastructure/fips-140-2-encryption.mdx): This topic explains how customers can use LaunchDarkly in environments that require that all data is encrypted in transit using FIPS 140-2 validated encryption modules. - [Public IP list](https://launchdarkly.com/docs/home/infrastructure/ip-list.mdx): This topic explains how to access LaunchDarkly through one of our public IPs. If you're using a firewall, add a LaunchDarkly IP range to your firewall settings. - [Projects](https://launchdarkly.com/docs/home/account/project.mdx): This topic explains what projects are in LaunchDarkly. Projects let you manage multiple different business objectives from one LaunchDarkly account. You can use them to manage different priorities, teams, and tasks across your organization. - [Edit projects](https://launchdarkly.com/docs/home/account/edit-project.mdx): This topic describes project settings and how to update them. - [Creating private projects with custom roles](https://launchdarkly.com/docs/home/account/private-projects.mdx): This topic explains how to create private projects or restrict access to projects. It uses the viewProject action to restrict and grant access to projects. - [Views](https://launchdarkly.com/docs/home/account/views.mdx): This category explains what views are in LaunchDarkly and how to use them to organize resources in your projects. - [Creating views](https://launchdarkly.com/docs/home/account/views/create.mdx): This topic explains how to create views and link resources to those views. - [Manage views](https://launchdarkly.com/docs/home/account/views/manage.mdx): This topic explains how to edit and delete views in LaunchDarkly, and how to require resources to be linked to a view. - [Environments](https://launchdarkly.com/docs/home/account/environment.mdx): This category explains what environments are in LaunchDarkly and how to use them to manage different business areas or areas of your product lifecycle. - [Create environments](https://launchdarkly.com/docs/home/account/environment/create.mdx): This topic explains how to create environments in LaunchDarkly. - [Delete environments](https://launchdarkly.com/docs/home/account/environment/delete.mdx): This topic explains how to delete environments in LaunchDarkly. - [Clone environments](https://launchdarkly.com/docs/home/account/environment/clone.mdx): This topic explains how to clone environments in LaunchDarkly. - [Environment settings](https://launchdarkly.com/docs/home/account/environment/settings.mdx): This topic explains the settings available for environments in LaunchDarkly. - [Environment and SDK keys](https://launchdarkly.com/docs/home/account/environment/keys.mdx): This topic explains how to view and copy environment keys and SDK credentials. - [Tags](https://launchdarkly.com/docs/home/account/tags.mdx): This topic explains how to use tags with LaunchDarkly resources. - [Teams](https://launchdarkly.com/docs/home/account/teams.mdx): This category contains documentation topics about how to set up and manage teams within your LaunchDarkly organization. - [Creating a team](https://launchdarkly.com/docs/home/account/create-teams.mdx): This topic explains how to create a new team in LaunchDarkly and the order in which to create teams and roles. - [Managing teams](https://launchdarkly.com/docs/home/account/manage-teams.mdx): This topic explains how to manage team members in LaunchDarkly. - [Managing team maintainers](https://launchdarkly.com/docs/home/account/team-maintainers.mdx): This topic explains how to add and remove team maintainers from teams. - [Deleting teams](https://launchdarkly.com/docs/home/account/delete-teams.mdx): This topic explains how to delete teams in LaunchDarkly. - [Members](https://launchdarkly.com/docs/home/account/members.mdx): This category introduces the concept of account members in LaunchDarkly and shows you how to use the Members list. - [Your member profile](https://launchdarkly.com/docs/home/account/profile.mdx): This topic explains how to access and use the Profile page to manage the information associated with your member profile. - [Using one email for multiple accounts](https://launchdarkly.com/docs/home/account/multiple-accounts.mdx): This topic explains how to use the same email address for multiple LaunchDarkly accounts. - [Roles](https://launchdarkly.com/docs/home/account/roles.mdx): This category describes roles in LaunchDarkly. A role is a description of the access that a member or team has within LaunchDarkly. - [Member role concepts](https://launchdarkly.com/docs/home/account/roles/role-concepts.mdx): This topic is an overview of concepts that are important to creating roles for members and teams. - [Using actions](https://launchdarkly.com/docs/home/account/roles/role-actions.mdx): This topic is a complete reference of all actions that are available to use in role policies. - [Using resources](https://launchdarkly.com/docs/home/account/roles/role-resources.mdx): This topic explains how to specify different resources to use with roles, integrations access, and Relay Proxy access. - [Using role scope](https://launchdarkly.com/docs/home/account/roles/role-scope.mdx): This topic explains how to work with role scope and role attributes. - [Using policies](https://launchdarkly.com/docs/home/account/roles/role-policies.mdx): This topic explains how to work with policies for roles, integrations access, and Relay Proxy access. Policies combine resources and actions into a set of statements that define what members can or cannot do in LaunchDarkly. - [Using tags](https://launchdarkly.com/docs/home/account/roles/role-tags.mdx): This topic explains how to use tags with roles to control who has access to certain resources in LaunchDarkly. - [Using the advanced editor](https://launchdarkly.com/docs/home/account/roles/advanced-editor.mdx): This topic explains how to access and use the advanced editor to create complex roles and policies. The advanced editor is a tool for experienced LaunchDarkly members who want to create their own roles. - [Managing roles assignments](https://launchdarkly.com/docs/home/account/roles/manage-role-assignments.mdx): This topic explains the different role types, and how different roles interact. You can use LaunchDarkly's roles to give each member precise permissions and access to different aspects of LaunchDarkly. - [Assigning roles to members](https://launchdarkly.com/docs/home/account/roles/manage-role-assign.mdx): This topic explains how to assign roles to members in LaunchDarkly. - [Viewing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-view.mdx): This topic explains how to view roles for members in LaunchDarkly. - [Changing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-change.mdx): This topic explains how to change the roles assigned to members in LaunchDarkly. - [Removing member roles](https://launchdarkly.com/docs/home/account/roles/manage-role-remove.mdx): This topic explains how to remove roles from members in LaunchDarkly. - [Assigning roles to teams](https://launchdarkly.com/docs/home/account/roles/manage-role-team.mdx): This topic explains how to assign roles to teams in LaunchDarkly. - [Changing account Owners](https://launchdarkly.com/docs/home/account/roles/owners.mdx): This topic explains how to change which account member has the Owner role in your LaunchDarkly account, as well as what the Owner role entails. - [Managing roles](https://launchdarkly.com/docs/home/account/roles/manage-roles.mdx): This section explains what roles are and how to manage them. Roles give you precise access control to everything in LaunchDarkly, including feature flags, projects, environments, metrics, and teams. Use them to enforce access policies that meet your exact needs. - [Organization roles](https://launchdarkly.com/docs/home/account/roles/organization-roles.mdx): This topic explains the organization roles that come with every LaunchDarkly account, and how they relate to each other. - [Project roles](https://launchdarkly.com/docs/home/account/roles/project-roles.mdx): This topic explains the project roles that come with some LaunchDarkly accounts, and how they relate to each other. - [Creating roles and policies](https://launchdarkly.com/docs/home/account/roles/role-create.mdx): This topic explains how to create roles and policies in LaunchDarkly. - [Editing roles](https://launchdarkly.com/docs/home/account/roles/role-edit.mdx): This topic explains how to edit roles and policies in LaunchDarkly. - [Deleting roles](https://launchdarkly.com/docs/home/account/roles/role-delete.mdx): This topic explains how to delete roles in LaunchDarkly. - [Example roles and policies](https://launchdarkly.com/docs/home/account/roles/example-roles.mdx): This topic shows some examples of different roles and policies you can implement with policy statements for roles, integrations access, and Relay Proxy access. - [Account security](https://launchdarkly.com/docs/home/account/secure.mdx): This category has documentation topics about securely managing your LaunchDarkly account and feature flags. - [Single sign-on](https://launchdarkly.com/docs/home/account/sso.mdx): This topic explains what Single Sign-On (SSO) features are available in LaunchDarkly. - [Configure SAML SSO](https://launchdarkly.com/docs/home/account/saml.mdx): This topic explains how to configure your LaunchDarkly account for SAML SSO. - [Active Directory Federation Services (ADFS)](https://launchdarkly.com/docs/home/account/adfs.mdx): This topic explains how to configure a self-hosted ADFS server with LaunchDarkly. - [Entra ID](https://launchdarkly.com/docs/home/account/entra.mdx): This topic explains how to integrate LaunchDarkly with Microsoft Entra ID. The Entra ID App Gallery includes LaunchDarkly and provides a LaunchDarkly application template that facilitates configuration. - [Google Workspace](https://launchdarkly.com/docs/home/account/google.mdx): This topic explains how to configure Google Workspace to support single sign-on (SSO) in LaunchDarkly. - [Okta](https://launchdarkly.com/docs/home/account/okta.mdx): This topic explains how Okta and LaunchDarkly use SCIM to provide user management for your account members. You can connect LaunchDarkly and Okta through the Okta UI, give Okta permissions to modify account members in LaunchDarkly, and even integrate LaunchDarkly custom roles with Okta. - [OneLogin](https://launchdarkly.com/docs/home/account/onelogin.mdx): This topic explains how to connect OneLogin to LaunchDarkly. - [PingIdentity](https://launchdarkly.com/docs/home/account/pingidentity.mdx): This topic explains how to set up SAML-based single sign-on (SSO) with PingIdentity. - [Enable SCIM provisioning](https://launchdarkly.com/docs/home/account/scim.mdx): This topic explains how to enable SCIM user provisioning to work with your SSO-enabled LaunchDarkly account. - [Enable SSO](https://launchdarkly.com/docs/home/account/saml/enable.mdx): This topic explains how to enable SSO for your LaunchDarkly account. - [Disable SSO](https://launchdarkly.com/docs/home/account/saml/disable.mdx): This topic explains how to disable SSO for your LaunchDarkly account. - [Change SSO providers](https://launchdarkly.com/docs/home/account/saml/providers.mdx): This topic explains how to change SSO providers for your LaunchDarkly account. - [Google OAuth](https://launchdarkly.com/docs/home/account/oauth-google.mdx): This topic explains how to configure Google OAuth for LaunchDarkly. - [GitHub OAuth](https://launchdarkly.com/docs/home/account/oauth-github.mdx): This topic explains how to configure GitHub OAuth for LaunchDarkly. - [API access tokens](https://launchdarkly.com/docs/home/account/api.mdx): This topic explains how to use API access tokens to authenticate with the LaunchDarkly REST API. - [Creating API access tokens](https://launchdarkly.com/docs/home/account/api-create.mdx): This topic explains how to create API access tokens. These are required to authenticate with the LaunchDarkly REST API and are one of the options to authenticate with the LaunchDarkly CLI. - [Cloning and deleting access tokens](https://launchdarkly.com/docs/home/account/api-clone-delete.mdx): This topic explains how to clone and delete API access tokens. - [Resetting access tokens](https://launchdarkly.com/docs/home/account/api-reset.mdx): This topic explains how to reset API access tokens. You may need to reset access tokens if your organization's security policies require that you regularly rotate API access tokens, or if you have personnel changes in your organization. - [Multi-factor authentication](https://launchdarkly.com/docs/home/account/mfa.mdx): This topic explains how to set up and use multi-factor authentication to improve the security of your LaunchDarkly account. - [Domain verification](https://launchdarkly.com/docs/home/account/domain-verification.mdx): This topic explains how to verify your domain with LaunchDarkly. This allows members of your organization to access supporting services if your account uses single sign-on (SSO). - [Managing sessions](https://launchdarkly.com/docs/home/account/sessions.mdx): This topic explains how session duration settings work in LaunchDarkly, and how to configure them. LaunchDarkly offers administrators a set of controls to manage how long account members stay logged in to their account, and how often they need to re-authenticate. You can also reset sessions for everyone in your organization. - [Organization access settings](https://launchdarkly.com/docs/home/account/org-settings.mdx): This topic explains how to enable and disable organization access settings in LaunchDarkly. - [Organization announcements](https://launchdarkly.com/docs/home/account/org-announcements.mdx): This topic explains how to enable a custom announcement banner that appears in LaunchDarkly for everyone in your organization. - [Support options](https://launchdarkly.com/docs/home/account/enhanced-support.mdx): This topic explains LaunchDarkly's Support options, including how to use enhanced support, and how to allow LaunchDarkly to use generative AI for Support tickets. - [Resetting your password](https://launchdarkly.com/docs/home/account/reset-password.mdx): This topic explains how to reset your LaunchDarkly password, and what to do if you do not receive a reset email. - [Feature previews](https://launchdarkly.com/docs/home/account/feature-previews.mdx): This topic explains how to use feature previews in LaunchDarkly to access upcoming features before general availability. - [Billing and usage](https://launchdarkly.com/docs/home/account/billing.mdx): This category has documentation topics about how to find your billing plan details and how to visualize your LaunchDarkly usage. - [Account usage metrics](https://launchdarkly.com/docs/home/account/metrics.mdx): This topic explains how to understand the metrics visualized on the plan usage and diagnostic usage pages, and how your usage relates to the LaunchDarkly plan you subscribe to. - [The Billing page](https://launchdarkly.com/docs/home/account/billing-page.mdx): This topic explains the information on the Billing page and how to make changes to the LaunchDarkly plan you subscribe to. - [Calculating billing](https://launchdarkly.com/docs/home/account/calculating-billing.mdx): This topic explains how LaunchDarkly calculates billing for your account. - [LaunchDarkly subscriptions and plans](https://launchdarkly.com/docs/home/account/plans.mdx): This topic explains LaunchDarkly plans and summarizes the features available on each plan. - [Service connections](https://launchdarkly.com/docs/home/account/service-connections.mdx): This topic explains what service connections are and how LaunchDarkly uses them to calculate your bill. - [Changelog](https://launchdarkly.com/docs/home/changelog.mdx): This topic summarizes recent changes to the LaunchDarkly documentation. - [Changelog archive](https://launchdarkly.com/docs/home/changelog/archive.mdx): This topic summarizes older changes to the LaunchDarkly documentation. - [Overview](https://launchdarkly.com/docs/api.md) - [Access Tokens](https://launchdarkly.com/docs/api/access-tokens.md) - [Account Members](https://launchdarkly.com/docs/api/account-members.md) - [Account Usage Beta](https://launchdarkly.com/docs/api/account-usage-beta.md) - [aiConfigsBeta](https://launchdarkly.com/docs/api/ai-configs-beta.md) - [Announcements](https://launchdarkly.com/docs/api/announcements.md) - [Applications Beta](https://launchdarkly.com/docs/api/applications-beta.md) - [Approvals](https://launchdarkly.com/docs/api/approvals.md) - [Approvals Beta](https://launchdarkly.com/docs/api/approvals-beta.md) - [Audit Log](https://launchdarkly.com/docs/api/audit-log.md) - [Code References](https://launchdarkly.com/docs/api/code-references.md) - [Contexts](https://launchdarkly.com/docs/api/contexts.md) - [Context Settings](https://launchdarkly.com/docs/api/context-settings.md) - [Custom Roles](https://launchdarkly.com/docs/api/custom-roles.md) - [Data Export Destinations](https://launchdarkly.com/docs/api/data-export-destinations.md) - [Environments](https://launchdarkly.com/docs/api/environments.md) - [Experiments](https://launchdarkly.com/docs/api/experiments.md) - [Feature Flags](https://launchdarkly.com/docs/api/feature-flags.md) - [Feature Flags Beta](https://launchdarkly.com/docs/api/approvals-beta.md) - [Flag Import Configurations Beta](https://launchdarkly.com/docs/api/flag-import-configurations-beta.md) - [Flag Links Beta](https://launchdarkly.com/docs/api/flag-links-beta.md) - [Flag Triggers](https://launchdarkly.com/docs/api/flag-triggers.md) - [Follow Flags](https://launchdarkly.com/docs/api/follow-flags.md) - [Holdouts Beta](https://launchdarkly.com/docs/api/holdouts-beta.md) - [Insights Charts Beta](https://launchdarkly.com/docs/api/insights-charts-beta.md) - [Insights Deployments Beta](https://launchdarkly.com/docs/api/insights-deployments-beta.md) - [Insights Flag Events Beta](https://launchdarkly.com/docs/api/insights-flag-events-beta.md) - [Insights Pull Requests Beta](https://launchdarkly.com/docs/api/insights-pull-requests-beta.md) - [Insights Repositories Beta](https://launchdarkly.com/docs/api/insights-repositories-beta.md) - [Insights Scores Beta](https://launchdarkly.com/docs/api/insights-scores-beta.md) - [Integration Audit Log Subscriptions](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions.md) - [Integration Delivery Configurations Beta](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta.md) - [Integrations Beta](https://launchdarkly.com/docs/api/integrations-beta.md) - [Layers](https://launchdarkly.com/docs/api/layers.md) - [Metrics](https://launchdarkly.com/docs/api/metrics.md) - [Metrics Beta](https://launchdarkly.com/docs/api/metrics-beta.md) - [O Auth2clients](https://launchdarkly.com/docs/api/o-auth-2-clients.md) - [Persistent Store Integrations Beta](https://launchdarkly.com/docs/api/persistent-store-integrations-beta.md) - [Projects](https://launchdarkly.com/docs/api/projects.md) - [Relay Proxy Configurations](https://launchdarkly.com/docs/api/relay-proxy-configurations.md) - [Release Pipelines Beta](https://launchdarkly.com/docs/api/release-pipelines-beta.md) - [Releases Beta](https://launchdarkly.com/docs/api/releases-beta.md) - [Scheduled Changes](https://launchdarkly.com/docs/api/scheduled-changes.md) - [Segments](https://launchdarkly.com/docs/api/segments.md) - [Tags](https://launchdarkly.com/docs/api/tags.md) - [Teams](https://launchdarkly.com/docs/api/teams.md) - [Teams Beta](https://launchdarkly.com/docs/api/teams-beta.md) - [Users](https://launchdarkly.com/docs/api/users.md) - [Users Beta](https://launchdarkly.com/docs/api/users-beta.md) - [User Settings](https://launchdarkly.com/docs/api/user-settings.md) - [Views Beta](https://launchdarkly.com/docs/api/views-beta.md) - [Webhooks](https://launchdarkly.com/docs/api/webhooks.md) - [Workflows](https://launchdarkly.com/docs/api/workflows.md) - [Workflow Templates](https://launchdarkly.com/docs/api/workflow-templates.md) - [Other](https://launchdarkly.com/docs/api/other.md) - [Tutorials](https://launchdarkly.com/docs/tutorials.mdx): Full-stack code walkthroughs for LaunchDarkly builders. - [Building Framework-Agnostic AI Swarms: Compare LangGraph, Strands, and OpenAI Swarm](https://launchdarkly.com/docs/tutorials/ai-orchestrators.mdx): Build a 3-agent research analysis swarm that runs across three orchestrators. Learn how LaunchDarkly AI Configs enable framework-agnostic agent definitions, per-agent cost tracking, and silent failure detection. - [AI Configs Best Practices](https://launchdarkly.com/docs/tutorials/ai-configs-best-practices.mdx): A comprehensive guide to building production-ready AI applications with LaunchDarkly AI Configs, from your first chatbot to advanced configuration management. - [Build a production LLM data extraction pipeline with LaunchDarkly AI Configs and Vercel AI Gateway](https://launchdarkly.com/docs/tutorials/data-extraction-pipeline.mdx): Turn unstructured text into structured JSON with runtime-configurable schemas. Production-ready pipeline with LaunchDarkly AI Configs for instant model and prompt changes. - [Day 12 | 🎊 New Year, New Observability](https://launchdarkly.com/docs/tutorials/videos/new-year-new-observability.mdx): In this series, we've talked about how observability has changed in 2025, now let's discuss what to expect in the new year. - [Day 11 | ✉️ Letters to Santa: What engineering teams really want from Observability in 2026](https://launchdarkly.com/docs/tutorials/what-eng-teams-really-want-o11y.mdx): Witness Santa's advice in real time to engineering teams in need of unified observability solutions that connect configuration changes to business outcomes. - [Day 10 | Why observability and feature flags go together like milk and cookies](https://launchdarkly.com/docs/tutorials/videos/santa-milk-and-cookies.mdx): A holiday-themed video illustrating the value of connecting feature flags with observability for smoother deployments. - [Day 9 | 👻 The Three Ghosts Haunting Your AI This Holiday Season](https://launchdarkly.com/docs/tutorials/videos/three-ghosts-haunting-ai.mdx): This video explores the three 'ghosts' haunting AI in production: the model layer, knowledge layer, and user layer, and how AI observability tools can help. - [All I Want for Christmas is Observable Multi-Modal Agentic Systems: How Session Replay + Online Evals Revealed How My Holiday Pet App Actually Works](https://launchdarkly.com/docs/tutorials/observability-multimodal-agents.mdx): Learn how combining session replay with online evaluations provides complete observability for multi-modal AI systems. See real examples from a holiday pet casting app using DALL-E 3 and AI evaluations. - [Day 7 | 🎄✨The Rockefeller tree in NYC: SLOs that actually drive decisions](https://launchdarkly.com/docs/tutorials/o11y-that-drives-decisions.mdx): Learn how to build SLOs that actually drive decisions by starting with business impact (the roots), connecting to solid telemetry (the trunk), and ending with actionable targets (the leaves) that influence roadmaps and guide engineering choices. - [Day 6 | 💸 The famous green character that stole your cloud budget: the cardinality problem](https://launchdarkly.com/docs/tutorials/cloud-budget-observability-holiday.mdx): Learn 3 ways to stop cardinality from stealing your cloud budget. - [Day 5 | 🧹 Using a Popular Tidying Method to Consolidate Your Observability Stack](https://launchdarkly.com/docs/tutorials/videos/consolidating-observability-tools.mdx): Learn to apply a popular tidying method to tidy and consolidate an inflated observability stack. - [Day 4 | ❄️ Tracing the impact of holiday styling in your Node.js app](https://launchdarkly.com/docs/tutorials/observability-holiday-tracing.mdx): Use LaunchDarkly's flags with the observability SDK to release and observe seasonal-themed CSS. - [Day 3 | 🔔 Jingle All the Way to Zero-Config Observability](https://launchdarkly.com/docs/tutorials/zero-config-observability-holiday.mdx): Learn how to get feature flag context automatically injected into your OTel traces without writing instrumentation code. - [Day 2 | 🎅 He knows if you have been bad or good... But what if he gets it wrong?](https://launchdarkly.com/docs/tutorials/day-two-holiday-campaign_2025.mdx): When Santa's AI misjudges Emma and puts her on the Naughty List, traditional observability can't help. Find out why AI agents need three layers of observability. - [Collecting user feedback in your app with feature flags](https://launchdarkly.com/docs/tutorials/collect-qualitative-user-feedback-homepage.mdx): Learn how users feel about your app's features so you can make data-driven product decisions with sentiment analysis. - [Day 1 | 🎄 Observability under the Tree: What Changed in 2025](https://launchdarkly.com/docs/tutorials/observability-2025-recap-holiday.mdx): Get a full recap of the key innovations in observability this year: AI-native otel, mobile session replay and more. - [Build a User Frustration Detection & Response System by Connecting Rage Click Detection to Guarded Releases](https://launchdarkly.com/docs/tutorials/connecting-rage-clicks-to-guarded-releases.mdx): Learn how to connect rage click detection to LaunchDarkly Guarded Releases for automating actions. - [When to Use Prompt-Based vs Agent Mode in LaunchDarkly for AI Applications: A Guide for LangGraph, OpenAI, and Multi-Agent Systems](https://launchdarkly.com/docs/tutorials/agent-vs-completion.mdx): Understand when to use prompt-based mode vs agent mode in LaunchDarkly AI Configs. Learn the real differences, provider patterns, and decision frameworks for LangGraph, OpenAI, and multi-agent systems. - [LLM evaluation guide: When to add online evals to your AI application](https://launchdarkly.com/docs/tutorials/when-to-add-online-evals.mdx): A practical guide for LLM observability, AI evaluation, and real-time quality monitoring in production with LaunchDarkly - [Detecting User Frustration: Understanding rage clicks and session replay](https://launchdarkly.com/docs/tutorials/detecting-user-frustration-session-replay.mdx): Learn how to automatically detect user frustration with LaunchDarkly's session replay and rage clicks. - [AI Config CI/CD Pipeline: Automated Quality Gates and Safe Deployment](https://launchdarkly.com/docs/tutorials/aic-cicd.mdx): Build a CI/CD pipeline that validates and tests LaunchDarkly AI Configs before deployment, with automated quality gates, guardrails, and instant rollback. - [Resilient architecture patterns for LaunchDarkly's SDKs](https://launchdarkly.com/docs/tutorials/sdk-resilience-best-practices.mdx): Building architecture that can withstand unpredictable conditions is possible. Let's talk about how. - [Proving ROI with Data-Driven AI Agent Experiments](https://launchdarkly.com/docs/tutorials/ai-experiments-roi.mdx): Measure & prove the ROI of AI model changes with LaunchDarkly experiments. Discover unexpected performance wins and cost paradoxes via statistical analysis. - [A Deeper Look at LaunchDarkly Architecture: More than Feature Flags](https://launchdarkly.com/docs/tutorials/ld-arch-deep-dive.mdx): Our infrastructure delivers flags in milliseconds so you can ship software at scale. Learn about how LaunchDarkly's foundations works under the hood. - [Add observability to your React Native application in 5 minutes](https://launchdarkly.com/docs/tutorials/react-native-observability.mdx): See how your React Native iOS app is performing. Integrate LaunchDarkly’s new Observability SDK. - [Smart AI Agent Targeting with MCP Tools](https://launchdarkly.com/docs/tutorials/multi-agent-mcp-targeting.mdx): Transform your basic multi-agent system with business tiers, geographic targeting, and MCP tool integration using LaunchDarkly AI Configs. - [Build a LangGraph Multi-Agent system in 20 Minutes with LaunchDarkly AI Configs](https://launchdarkly.com/docs/tutorials/agents-langgraph.mdx): Build a multi-agent system with dynamic configuration in 20 minutes using LangGraph multi-agent workflows, RAG search, and LaunchDarkly AI Configs. - [Snowflake Cortex Completion API + LaunchDarkly SDK Integration](https://launchdarkly.com/docs/tutorials/snowflake-tutorial.mdx): Walk through an integration between the Snowflake Cortex Completion API and LaunchDarkly's AI SDKs to make runtime changes to AI models and prompts. - [Using AI Configs to review database changes](https://launchdarkly.com/docs/tutorials/ai-configs-review-database-changes.mdx): Learn how to use LaunchDarkly AI Configs to automatically review and validate database schema changes before they are deployed. - [How to implement WebSockets and kill switches in a Python application](https://launchdarkly.com/docs/tutorials/python-flask-websockets-kill-switch-flags.mdx): Kill switches can prevent your entire app from failing. Learn to use a websocket library to update your Python Flask app when a kill switch flag is flipped. - [4 hacks to turbocharge your Cursor productivity](https://launchdarkly.com/docs/tutorials/cursor-tips-and-tricks.mdx): Tips and tricks to make Cursor more accurate, personalized, and extensible. - [Create a feature flag in your IDE in 5 minutes with LaunchDarkly's MCP server](https://launchdarkly.com/docs/tutorials/mcp-server-feature-flags.mdx): You can now create, evaluate, and modify flags from within your IDE using natural language with LaunchDarkly's MCP server. - [DeepSeek vs Qwen: local model showdown featuring LaunchDarkly AI Configs](https://launchdarkly.com/docs/tutorials/ollama-javascript.mdx): Compare the performance of two new open-source models (DeepSeek r1 and Alibaba's Qwen) using Ollama and LaunchDarkly AI Configs. - [Video tutorials](https://launchdarkly.com/docs/tutorials/videos.mdx): This section contains videos about using different LaunchDarkly features - [Day 12 | 🎊 New Year, New Observability](https://launchdarkly.com/docs/tutorials/videos/new-year-new-observability.mdx): In this series, we've talked about how observability has changed in 2025, now let's discuss what to expect in the new year. - [Day 10 | Why observability and feature flags go together like milk and cookies](https://launchdarkly.com/docs/tutorials/videos/santa-milk-and-cookies.mdx): A holiday-themed video illustrating the value of connecting feature flags with observability for smoother deployments. - [Day 9 | 👻 The Three Ghosts Haunting Your AI This Holiday Season](https://launchdarkly.com/docs/tutorials/videos/three-ghosts-haunting-ai.mdx): This video explores the three 'ghosts' haunting AI in production: the model layer, knowledge layer, and user layer, and how AI observability tools can help. - [Day 5 | 🧹 Using a Popular Tidying Method to Consolidate Your Observability Stack](https://launchdarkly.com/docs/tutorials/videos/consolidating-observability-tools.mdx): Learn to apply a popular tidying method to tidy and consolidate an inflated observability stack. - [How to target users in production without redeploying code](https://launchdarkly.com/docs/tutorials/videos/target-users-production.mdx): This video explains how to use LaunchDarkly to create a segments that target different users in production. - [How to run safe migrations using feature flags](https://launchdarkly.com/docs/tutorials/videos/run-safe-migration.mdx): This video explains how to safely and efficiently run a stage migration and monitor metrics. - [How to vibe code safely using LaunchDarkly feature flags](https://launchdarkly.com/docs/tutorials/videos/vibe-coding-error-protection.mdx): How to vibe code safely, using LaunchDarkly feature flags - [How to set up a kill switch for any feature in production](https://launchdarkly.com/docs/tutorials/videos/kill-switch.mdx): This video explains how to use LaunchDarkly to create a kill switch that disables a feature in production. - [How to roll out a feature with LaunchDarkly](https://launchdarkly.com/docs/tutorials/videos/roll-out-and-scale.mdx): This video explains how to use LaunchDarkly to roll out a feature - [Flagship, an engineering blog](https://launchdarkly.com/docs/blog.mdx): Fresh takes from LaunchDarkly's engineering team - [5 takeaways from my first PyCon JP conference](https://launchdarkly.com/docs/blog/pyconjp-25-takeaways.mdx): My experience speaking at my first regional tech conference. - [Dungeons & Downtimes: XP gained from our adventure](https://launchdarkly.com/docs/blog/dungeons-downtimes.mdx): Exploring production readiness via tabletop gaming - [Use Reverse Proxy for custom domain requests](https://launchdarkly.com/docs/blog/reverse-proxy-custom-domains.mdx): Use LaunchDarkly with a custom domain and keep your security team happy - [Adventures in dogfooding: Guarded Releases](https://launchdarkly.com/docs/blog/dogfooding-guardian-edition.mdx): Using guarded rollouts to de-risk our own release - [A quick tool for npm package scanning](https://launchdarkly.com/docs/blog/npm-breach-supply-chain-security.mdx): Create a SBOM for your Node.js repos & identify compromised packages - [My DEF CON 33 experience](https://launchdarkly.com/docs/blog/defcon-33-takeaways.mdx): Key Takeaways from the Hacker Capital of the World. - [Make every launch a big deal](https://launchdarkly.com/docs/blog/celebrating-every-launch.mdx): Quick ways to celebrate every ship, big and small. - [A tale of three rate limiters](https://launchdarkly.com/docs/blog/rate-limiters.mdx): Centralized, floodgate, and Poisson rate limiting: evaluating tradeoffs. - [My good friend Claude](https://launchdarkly.com/docs/blog/my-good-friend-claude.mdx): Let's explore how agent(s) can help us execute faster. - [My approach to React app architecture in 2025](https://launchdarkly.com/docs/blog/react-architecture-2025.mdx): Component complexity can be mitigated by following two patterns. - [Fun with JS streams](https://launchdarkly.com/docs/blog/fun-js-streams.mdx): Explore three key benefits of JavaScript streams. - [Moonshots XXII: Hack to the Future recap](https://launchdarkly.com/docs/blog/2025-hackathon-recap.mdx): Great Scott! The projects abounded. ## API Docs - Overview > Access Tokens [Create access token](https://launchdarkly.com/docs/api/access-tokens/post-token.mdx) - Overview > Access Tokens [Delete access token](https://launchdarkly.com/docs/api/access-tokens/delete-token.mdx) - Overview > Access Tokens [Get access token](https://launchdarkly.com/docs/api/access-tokens/get-token.mdx) - Overview > Access Tokens [List access tokens](https://launchdarkly.com/docs/api/access-tokens/get-tokens.mdx) - Overview > Access Tokens [Patch access token](https://launchdarkly.com/docs/api/access-tokens/patch-token.mdx) - Overview > Access Tokens [Reset access token](https://launchdarkly.com/docs/api/access-tokens/reset-token.mdx) - Overview > Account Members [Add a member to teams](https://launchdarkly.com/docs/api/account-members/post-member-teams.mdx) - Overview > Account Members [Delete account member](https://launchdarkly.com/docs/api/account-members/delete-member.mdx) - Overview > Account Members [Get account member](https://launchdarkly.com/docs/api/account-members/get-member.mdx) - Overview > Account Members [Invite new members](https://launchdarkly.com/docs/api/account-members/post-members.mdx) - Overview > Account Members [List account members](https://launchdarkly.com/docs/api/account-members/get-members.mdx) - Overview > Account Members [Modify account members](https://launchdarkly.com/docs/api/account-members/patch-members.mdx) - Overview > Account Members [Modify an account member](https://launchdarkly.com/docs/api/account-members/patch-member.mdx) - Overview > Account Usage Beta [Get contexts clientside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-clientside-usage.mdx) - Overview > Account Usage Beta [Get contexts serverside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-serverside-usage.mdx) - Overview > Account Usage Beta [Get contexts total usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-total-usage.mdx) - Overview > Account Usage Beta [Get data export events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-data-export-events-usage.mdx) - Overview > Account Usage Beta [Get evaluations usage](https://launchdarkly.com/docs/api/account-usage-beta/get-evaluations-usage.mdx) - Overview > Account Usage Beta [Get events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-events-usage.mdx) - Overview > Account Usage Beta [Get experimentation events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-experimentation-events-usage.mdx) - Overview > Account Usage Beta [Get experimentation keys usage](https://launchdarkly.com/docs/api/account-usage-beta/get-experimentation-keys-usage.mdx) - Overview > Account Usage Beta [Get MAU clientside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-clientside-usage.mdx) - Overview > Account Usage Beta [Get MAU SDKs by type](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-sdks-by-type.mdx) - Overview > Account Usage Beta [Get MAU total usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-total-usage.mdx) - Overview > Account Usage Beta [Get MAU usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-usage.mdx) - Overview > Account Usage Beta [Get MAU usage by category](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-usage-by-category.mdx) - Overview > Account Usage Beta [Get observability errors usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-errors-usage.mdx) - Overview > Account Usage Beta [Get observability logs usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-logs-usage.mdx) - Overview > Account Usage Beta [Get observability sessions usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-sessions-usage.mdx) - Overview > Account Usage Beta [Get observability traces usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-traces-usage.mdx) - Overview > Account Usage Beta [Get service connections usage](https://launchdarkly.com/docs/api/account-usage-beta/get-service-connections-usage.mdx) - Overview > Account Usage Beta [Get stream usage](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage.mdx) - Overview > Account Usage Beta [Get stream usage by SDK version](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage-by-sdk-version.mdx) - Overview > Account Usage Beta [Get stream usage SDK versions](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage-sdkversion.mdx) - Overview > Announcements [Create an announcement](https://launchdarkly.com/docs/api/announcements/create-announcement-public.mdx) - Overview > Announcements [Delete an announcement](https://launchdarkly.com/docs/api/announcements/delete-announcement-public.mdx) - Overview > Announcements [Get announcements](https://launchdarkly.com/docs/api/announcements/get-announcements-public.mdx) - Overview > Announcements [Update an announcement](https://launchdarkly.com/docs/api/announcements/update-announcement-public.mdx) - Overview > Applications Beta [Delete application](https://launchdarkly.com/docs/api/applications-beta/delete-application.mdx) - Overview > Applications Beta [Delete application version](https://launchdarkly.com/docs/api/applications-beta/delete-application-version.mdx) - Overview > Applications Beta [Get application by key](https://launchdarkly.com/docs/api/applications-beta/get-application.mdx) - Overview > Applications Beta [Get application versions by application key](https://launchdarkly.com/docs/api/applications-beta/get-application-versions.mdx) - Overview > Applications Beta [Get applications](https://launchdarkly.com/docs/api/applications-beta/get-applications.mdx) - Overview > Applications Beta [Update application](https://launchdarkly.com/docs/api/applications-beta/patch-application.mdx) - Overview > Applications Beta [Update application version](https://launchdarkly.com/docs/api/applications-beta/patch-application-version.mdx) - Overview > Approvals [Apply approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request-apply.mdx) - Overview > Approvals [Apply approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-apply-for-flag.mdx) - Overview > Approvals [Create approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request.mdx) - Overview > Approvals [Create approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-for-flag.mdx) - Overview > Approvals [Create approval request to copy flag configurations across environments](https://launchdarkly.com/docs/api/approvals/post-flag-copy-config-approval-request.mdx) - Overview > Approvals [Delete approval request](https://launchdarkly.com/docs/api/approvals/delete-approval-request.mdx) - Overview > Approvals [Delete approval request for a flag](https://launchdarkly.com/docs/api/approvals/delete-approval-request-for-flag.mdx) - Overview > Approvals [Get approval request](https://launchdarkly.com/docs/api/approvals/get-approval-request.mdx) - Overview > Approvals [Get approval request for a flag](https://launchdarkly.com/docs/api/approvals/get-approval-for-flag.mdx) - Overview > Approvals [List approval requests](https://launchdarkly.com/docs/api/approvals/get-approval-requests.mdx) - Overview > Approvals [List approval requests for a flag](https://launchdarkly.com/docs/api/approvals/get-approvals-for-flag.mdx) - Overview > Approvals [Review approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request-review.mdx) - Overview > Approvals [Review approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-review-for-flag.mdx) - Overview > Approvals Beta [Get approval request settings](https://launchdarkly.com/docs/api/approvals-beta/get-approval-request-settings.mdx) - Overview > Approvals Beta [Update approval request](https://launchdarkly.com/docs/api/approvals-beta/patch-approval-request.mdx) - Overview > Approvals Beta [Update approval request settings](https://launchdarkly.com/docs/api/approvals-beta/patch-approval-request-settings.mdx) - Overview > Approvals Beta [Update flag approval request](https://launchdarkly.com/docs/api/approvals-beta/patch-flag-config-approval-request.mdx) - Overview > Audit Log [Get audit log entry](https://launchdarkly.com/docs/api/audit-log/get-audit-log-entry.mdx) - Overview > Audit Log [List audit log entries](https://launchdarkly.com/docs/api/audit-log/get-audit-log-entries.mdx) - Overview > Audit Log [Search audit log entries](https://launchdarkly.com/docs/api/audit-log/post-audit-log-entries.mdx) - Overview > Code References [Create extinction](https://launchdarkly.com/docs/api/code-references/post-extinction.mdx) - Overview > Code References [Create repository](https://launchdarkly.com/docs/api/code-references/post-repository.mdx) - Overview > Code References [Delete branches](https://launchdarkly.com/docs/api/code-references/delete-branches.mdx) - Overview > Code References [Delete repository](https://launchdarkly.com/docs/api/code-references/delete-repository.mdx) - Overview > Code References [Get branch](https://launchdarkly.com/docs/api/code-references/get-branch.mdx) - Overview > Code References [Get code references statistics for flags](https://launchdarkly.com/docs/api/code-references/get-statistics.mdx) - Overview > Code References [Get links to code reference repositories for each project](https://launchdarkly.com/docs/api/code-references/get-root-statistic.mdx) - Overview > Code References [Get repository](https://launchdarkly.com/docs/api/code-references/get-repository.mdx) - Overview > Code References [List branches](https://launchdarkly.com/docs/api/code-references/get-branches.mdx) - Overview > Code References [List extinctions](https://launchdarkly.com/docs/api/code-references/get-extinctions.mdx) - Overview > Code References [List repositories](https://launchdarkly.com/docs/api/code-references/get-repositories.mdx) - Overview > Code References [Update repository](https://launchdarkly.com/docs/api/code-references/patch-repository.mdx) - Overview > Code References [Upsert branch](https://launchdarkly.com/docs/api/code-references/put-branch.mdx) - Overview > Contexts [Create or update context kind](https://launchdarkly.com/docs/api/contexts/put-context-kind.mdx) - Overview > Contexts [Delete context instances](https://launchdarkly.com/docs/api/contexts/delete-context-instances.mdx) - Overview > Contexts [Evaluate flags for context instance](https://launchdarkly.com/docs/api/contexts/evaluate-context-instance.mdx) - Overview > Contexts [Get context attribute names](https://launchdarkly.com/docs/api/contexts/get-context-attribute-names.mdx) - Overview > Contexts [Get context attribute values](https://launchdarkly.com/docs/api/contexts/get-context-attribute-values.mdx) - Overview > Contexts [Get context instances](https://launchdarkly.com/docs/api/contexts/get-context-instances.mdx) - Overview > Contexts [Get context kinds](https://launchdarkly.com/docs/api/contexts/get-context-kinds-by-project-key.mdx) - Overview > Contexts [Get contexts](https://launchdarkly.com/docs/api/contexts/get-contexts.mdx) - Overview > Contexts [Search for context instances](https://launchdarkly.com/docs/api/contexts/search-context-instances.mdx) - Overview > Contexts [Search for contexts](https://launchdarkly.com/docs/api/contexts/search-contexts.mdx) - Overview > Context Settings [Update flag settings for context](https://launchdarkly.com/docs/api/context-settings/put-context-flag-setting.mdx) - Overview > Custom Roles [Create custom role](https://launchdarkly.com/docs/api/custom-roles/post-custom-role.mdx) - Overview > Custom Roles [Delete custom role](https://launchdarkly.com/docs/api/custom-roles/delete-custom-role.mdx) - Overview > Custom Roles [Get custom role](https://launchdarkly.com/docs/api/custom-roles/get-custom-role.mdx) - Overview > Custom Roles [List custom roles](https://launchdarkly.com/docs/api/custom-roles/get-custom-roles.mdx) - Overview > Custom Roles [Update custom role](https://launchdarkly.com/docs/api/custom-roles/patch-custom-role.mdx) - Overview > Data Export Destinations [Create Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/post-destination.mdx) - Overview > Data Export Destinations [Delete Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/delete-destination.mdx) - Overview > Data Export Destinations [Generate Snowflake destination key pair](https://launchdarkly.com/docs/api/data-export-destinations/post-generate-warehouse-destination-key-pair.mdx) - Overview > Data Export Destinations [Generate trust policy](https://launchdarkly.com/docs/api/data-export-destinations/post-generate-trust-policy.mdx) - Overview > Data Export Destinations [Get destination](https://launchdarkly.com/docs/api/data-export-destinations/get-destination.mdx) - Overview > Data Export Destinations [List destinations](https://launchdarkly.com/docs/api/data-export-destinations/get-destinations.mdx) - Overview > Data Export Destinations [Update Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/patch-destination.mdx) - Overview > Environments [Create environment](https://launchdarkly.com/docs/api/environments/post-environment.mdx) - Overview > Environments [Delete environment](https://launchdarkly.com/docs/api/environments/delete-environment.mdx) - Overview > Environments [Get environment](https://launchdarkly.com/docs/api/environments/get-environment.mdx) - Overview > Environments [List environments](https://launchdarkly.com/docs/api/environments/get-environments-by-project.mdx) - Overview > Environments [Reset environment mobile SDK key](https://launchdarkly.com/docs/api/environments/reset-environment-mobile-key.mdx) - Overview > Environments [Reset environment SDK key](https://launchdarkly.com/docs/api/environments/reset-environment-sdk-key.mdx) - Overview > Environments [Update environment](https://launchdarkly.com/docs/api/environments/patch-environment.mdx) - Overview > Experiments [Create experiment](https://launchdarkly.com/docs/api/experiments/create-experiment.mdx) - Overview > Experiments [Create iteration](https://launchdarkly.com/docs/api/experiments/create-iteration.mdx) - Overview > Experiments [Get experiment](https://launchdarkly.com/docs/api/experiments/get-experiment.mdx) - Overview > Experiments [Get experimentation settings](https://launchdarkly.com/docs/api/experiments/get-experimentation-settings.mdx) - Overview > Experiments [Get experiments](https://launchdarkly.com/docs/api/experiments/get-experiments.mdx) - Overview > Experiments [Patch experiment](https://launchdarkly.com/docs/api/experiments/patch-experiment.mdx) - Overview > Experiments [Update experimentation settings](https://launchdarkly.com/docs/api/experiments/put-experimentation-settings.mdx) - Overview > Feature Flags [Copy feature flag](https://launchdarkly.com/docs/api/feature-flags/copy-feature-flag.mdx) - Overview > Feature Flags [Create a feature flag](https://launchdarkly.com/docs/api/feature-flags/post-feature-flag.mdx) - Overview > Feature Flags [Delete feature flag](https://launchdarkly.com/docs/api/feature-flags/delete-feature-flag.mdx) - Overview > Feature Flags [Get expiring context targets for feature flag](https://launchdarkly.com/docs/api/feature-flags/get-expiring-context-targets.mdx) - Overview > Feature Flags [Get expiring user targets for feature flag](https://launchdarkly.com/docs/api/feature-flags/get-expiring-user-targets.mdx) - Overview > Feature Flags [Get feature flag](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag.mdx) - Overview > Feature Flags [Get feature flag status](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-status.mdx) - Overview > Feature Flags [Get flag status across environments](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-status-across-environments.mdx) - Overview > Feature Flags [Get migration safety issues](https://launchdarkly.com/docs/api/feature-flags/post-migration-safety-issues.mdx) - Overview > Feature Flags [List feature flag statuses](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-statuses.mdx) - Overview > Feature Flags [List feature flags](https://launchdarkly.com/docs/api/feature-flags/get-feature-flags.mdx) - Overview > Feature Flags [Update expiring context targets on feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-expiring-targets.mdx) - Overview > Feature Flags [Update expiring user targets on feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-expiring-user-targets.mdx) - Overview > Feature Flags [Update feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-feature-flag.mdx) - Overview > Feature Flags Beta [List dependent feature flags](https://launchdarkly.com/docs/api/feature-flags-beta/get-dependent-flags.mdx) - Overview > Feature Flags Beta [List dependent feature flags by environment](https://launchdarkly.com/docs/api/feature-flags-beta/get-dependent-flags-by-env.mdx) - Overview > Flag Import Configurations Beta [Create a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/create-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [Delete a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/delete-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [Get a single flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/get-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [List all flag import configurations](https://launchdarkly.com/docs/api/flag-import-configurations-beta/get-flag-import-configurations.mdx) - Overview > Flag Import Configurations Beta [Trigger a single flag import run](https://launchdarkly.com/docs/api/flag-import-configurations-beta/trigger-flag-import-job.mdx) - Overview > Flag Import Configurations Beta [Update a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/patch-flag-import-configuration.mdx) - Overview > Flag Links Beta [Create flag link](https://launchdarkly.com/docs/api/flag-links-beta/create-flag-link.mdx) - Overview > Flag Links Beta [Delete flag link](https://launchdarkly.com/docs/api/flag-links-beta/delete-flag-link.mdx) - Overview > Flag Links Beta [List flag links](https://launchdarkly.com/docs/api/flag-links-beta/get-flag-links.mdx) - Overview > Flag Links Beta [Update flag link](https://launchdarkly.com/docs/api/flag-links-beta/update-flag-link.mdx) - Overview > Flag Triggers [Create flag trigger](https://launchdarkly.com/docs/api/flag-triggers/create-trigger-workflow.mdx) - Overview > Flag Triggers [Delete flag trigger](https://launchdarkly.com/docs/api/flag-triggers/delete-trigger-workflow.mdx) - Overview > Flag Triggers [Get flag trigger by ID](https://launchdarkly.com/docs/api/flag-triggers/get-trigger-workflow-by-id.mdx) - Overview > Flag Triggers [List flag triggers](https://launchdarkly.com/docs/api/flag-triggers/get-trigger-workflows.mdx) - Overview > Flag Triggers [Update flag trigger](https://launchdarkly.com/docs/api/flag-triggers/patch-trigger-workflow.mdx) - Overview > Follow Flags [Add a member as a follower of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/put-flag-follower.mdx) - Overview > Follow Flags [Get followers of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/get-flag-followers.mdx) - Overview > Follow Flags [Get followers of all flags in a given project and environment](https://launchdarkly.com/docs/api/follow-flags/get-followers-by-proj-env.mdx) - Overview > Follow Flags [Remove a member as a follower of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/delete-flag-follower.mdx) - Overview > Holdouts Beta [Create holdout](https://launchdarkly.com/docs/api/holdouts-beta/post-holdout.mdx) - Overview > Holdouts Beta [Get all holdouts](https://launchdarkly.com/docs/api/holdouts-beta/get-all-holdouts.mdx) - Overview > Holdouts Beta [Get holdout](https://launchdarkly.com/docs/api/holdouts-beta/get-holdout.mdx) - Overview > Holdouts Beta [Get Holdout by Id](https://launchdarkly.com/docs/api/holdouts-beta/get-holdout-by-id.mdx) - Overview > Holdouts Beta [Patch holdout](https://launchdarkly.com/docs/api/holdouts-beta/patch-holdout.mdx) - Overview > Insights Charts Beta [Get deployment frequency chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-deployment-frequency-chart.mdx) - Overview > Insights Charts Beta [Get flag status chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-flag-status-chart.mdx) - Overview > Insights Charts Beta [Get lead time chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-lead-time-chart.mdx) - Overview > Insights Charts Beta [Get release frequency chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-release-frequency-chart.mdx) - Overview > Insights Charts Beta [Get stale flags chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-stale-flags-chart.mdx) - Overview > Insights Deployments Beta [Create deployment event](https://launchdarkly.com/docs/api/insights-deployments-beta/create-deployment-event.mdx) - Overview > Insights Deployments Beta [Get deployment](https://launchdarkly.com/docs/api/insights-deployments-beta/get-deployment.mdx) - Overview > Insights Deployments Beta [List deployments](https://launchdarkly.com/docs/api/insights-deployments-beta/get-deployments.mdx) - Overview > Insights Deployments Beta [Update deployment](https://launchdarkly.com/docs/api/insights-deployments-beta/update-deployment.mdx) - Overview > Insights Flag Events Beta [List flag events](https://launchdarkly.com/docs/api/insights-flag-events-beta/get-flag-events.mdx) - Overview > Insights Pull Requests Beta [List pull requests](https://launchdarkly.com/docs/api/insights-pull-requests-beta/get-pull-requests.mdx) - Overview > Insights Repositories Beta [Associate repositories with projects](https://launchdarkly.com/docs/api/insights-repositories-beta/associate-repositories-and-projects.mdx) - Overview > Insights Repositories Beta [List repositories](https://launchdarkly.com/docs/api/insights-repositories-beta/get-insights-repositories.mdx) - Overview > Insights Repositories Beta [Remove repository project association](https://launchdarkly.com/docs/api/insights-repositories-beta/delete-repository-project.mdx) - Overview > Insights Scores Beta [Create insight group](https://launchdarkly.com/docs/api/insights-scores-beta/create-insight-group.mdx) - Overview > Insights Scores Beta [Delete insight group](https://launchdarkly.com/docs/api/insights-scores-beta/delete-insight-group.mdx) - Overview > Insights Scores Beta [Get insight group](https://launchdarkly.com/docs/api/insights-scores-beta/get-insight-group.mdx) - Overview > Insights Scores Beta [Get insight scores](https://launchdarkly.com/docs/api/insights-scores-beta/get-insights-scores.mdx) - Overview > Insights Scores Beta [List insight groups](https://launchdarkly.com/docs/api/insights-scores-beta/get-insight-groups.mdx) - Overview > Insights Scores Beta [Patch insight group](https://launchdarkly.com/docs/api/insights-scores-beta/patch-insight-group.mdx) - Overview > Integration Audit Log Subscriptions [Create audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/create-subscription.mdx) - Overview > Integration Audit Log Subscriptions [Delete audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/delete-subscription.mdx) - Overview > Integration Audit Log Subscriptions [Get audit log subscription by ID](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/get-subscription-by-id.mdx) - Overview > Integration Audit Log Subscriptions [Get audit log subscriptions by integration](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/get-subscriptions.mdx) - Overview > Integration Audit Log Subscriptions [Update audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/update-subscription.mdx) - Overview > Integration Delivery Configurations Beta [Create delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/create-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Delete delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/delete-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Get delivery configuration by ID](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-id.mdx) - Overview > Integration Delivery Configurations Beta [Get delivery configurations by environment](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-environment.mdx) - Overview > Integration Delivery Configurations Beta [List all delivery configurations](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configurations.mdx) - Overview > Integration Delivery Configurations Beta [Update delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/patch-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Validate delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/validate-integration-delivery-configuration.mdx) - Overview > Integrations Beta [Create integration configuration](https://launchdarkly.com/docs/api/integrations-beta/create-integration-configuration.mdx) - Overview > Integrations Beta [Delete integration configuration](https://launchdarkly.com/docs/api/integrations-beta/delete-integration-configuration.mdx) - Overview > Integrations Beta [Get all configurations for the integration](https://launchdarkly.com/docs/api/integrations-beta/get-all-integration-configurations.mdx) - Overview > Integrations Beta [Get an integration configuration](https://launchdarkly.com/docs/api/integrations-beta/get-integration-configuration.mdx) - Overview > Integrations Beta [Update integration configuration](https://launchdarkly.com/docs/api/integrations-beta/update-integration-configuration.mdx) - Overview > Layers [Create layer](https://launchdarkly.com/docs/api/layers/create-layer.mdx) - Overview > Layers [Get layers](https://launchdarkly.com/docs/api/layers/get-layers.mdx) - Overview > Layers [Update layer](https://launchdarkly.com/docs/api/layers/update-layer.mdx) - Overview > Metrics [Create metric](https://launchdarkly.com/docs/api/metrics/post-metric.mdx) - Overview > Metrics [Delete metric](https://launchdarkly.com/docs/api/metrics/delete-metric.mdx) - Overview > Metrics [Get metric](https://launchdarkly.com/docs/api/metrics/get-metric.mdx) - Overview > Metrics [List metrics](https://launchdarkly.com/docs/api/metrics/get-metrics.mdx) - Overview > Metrics [Update metric](https://launchdarkly.com/docs/api/metrics/patch-metric.mdx) - Overview > Metrics Beta [Create metric group](https://launchdarkly.com/docs/api/metrics-beta/create-metric-group.mdx) - Overview > Metrics Beta [Delete metric group](https://launchdarkly.com/docs/api/metrics-beta/delete-metric-group.mdx) - Overview > Metrics Beta [Get metric group](https://launchdarkly.com/docs/api/metrics-beta/get-metric-group.mdx) - Overview > Metrics Beta [List metric groups](https://launchdarkly.com/docs/api/metrics-beta/get-metric-groups.mdx) - Overview > Metrics Beta [Patch metric group](https://launchdarkly.com/docs/api/metrics-beta/patch-metric-group.mdx) - Overview > O Auth2clients [Create a LaunchDarkly OAuth 2.0 client](https://launchdarkly.com/docs/api/o-auth-2-clients/create-o-auth-2-client.mdx) - Overview > O Auth2clients [Delete OAuth 2.0 client](https://launchdarkly.com/docs/api/o-auth-2-clients/delete-o-auth-client.mdx) - Overview > O Auth2clients [Get client by ID](https://launchdarkly.com/docs/api/o-auth-2-clients/get-o-auth-client-by-id.mdx) - Overview > O Auth2clients [Get clients](https://launchdarkly.com/docs/api/o-auth-2-clients/get-o-auth-clients.mdx) - Overview > O Auth2clients [Patch client by ID](https://launchdarkly.com/docs/api/o-auth-2-clients/patch-o-auth-client.mdx) - Overview > Persistent Store Integrations Beta [Create big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/create-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [Delete big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/delete-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [Get big segment store integration by ID](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/get-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [List all big segment store integrations](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/get-big-segment-store-integrations.mdx) - Overview > Persistent Store Integrations Beta [Update big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/patch-big-segment-store-integration.mdx) - Overview > Projects [Create or update flag defaults for project](https://launchdarkly.com/docs/api/projects/put-flag-defaults-by-project.mdx) - Overview > Projects [Create project](https://launchdarkly.com/docs/api/projects/post-project.mdx) - Overview > Projects [Delete project](https://launchdarkly.com/docs/api/projects/delete-project.mdx) - Overview > Projects [Get flag defaults for project](https://launchdarkly.com/docs/api/projects/get-flag-defaults-by-project.mdx) - Overview > Projects [Get project](https://launchdarkly.com/docs/api/projects/get-project.mdx) - Overview > Projects [List projects](https://launchdarkly.com/docs/api/projects/get-projects.mdx) - Overview > Projects [Update flag default for project](https://launchdarkly.com/docs/api/projects/patch-flag-defaults-by-project.mdx) - Overview > Projects [Update project](https://launchdarkly.com/docs/api/projects/patch-project.mdx) - Overview > Relay Proxy Configurations [Create a new Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/post-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Delete Relay Proxy config by ID](https://launchdarkly.com/docs/api/relay-proxy-configurations/delete-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Get Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/get-relay-proxy-config.mdx) - Overview > Relay Proxy Configurations [List Relay Proxy configs](https://launchdarkly.com/docs/api/relay-proxy-configurations/get-relay-proxy-configs.mdx) - Overview > Relay Proxy Configurations [Reset Relay Proxy configuration key](https://launchdarkly.com/docs/api/relay-proxy-configurations/reset-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Update a Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/patch-relay-auto-config.mdx) - Overview > Release Pipelines Beta [Create a release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/post-release-pipeline.mdx) - Overview > Release Pipelines Beta [Delete release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/delete-release-pipeline.mdx) - Overview > Release Pipelines Beta [Get all release pipelines](https://launchdarkly.com/docs/api/release-pipelines-beta/get-all-release-pipelines.mdx) - Overview > Release Pipelines Beta [Get release pipeline by key](https://launchdarkly.com/docs/api/release-pipelines-beta/get-release-pipeline-by-key.mdx) - Overview > Release Pipelines Beta [Get release progressions for release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/get-all-release-progressions-for-release-pipeline.mdx) - Overview > Release Pipelines Beta [Update a release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/put-release-pipeline.mdx) - Overview > Releases Beta [Create a new release for flag](https://launchdarkly.com/docs/api/releases-beta/create-release-for-flag.mdx) - Overview > Releases Beta [Delete a release for flag](https://launchdarkly.com/docs/api/releases-beta/delete-release-by-flag-key.mdx) - Overview > Releases Beta [Get release for flag](https://launchdarkly.com/docs/api/releases-beta/get-release-by-flag-key.mdx) - Overview > Releases Beta [Patch release for flag](https://launchdarkly.com/docs/api/releases-beta/patch-release-by-flag-key.mdx) - Overview > Releases Beta [Update phase status for release](https://launchdarkly.com/docs/api/releases-beta/update-phase-status.mdx) - Overview > Scheduled Changes [Create scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/post-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Delete scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/delete-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Get a scheduled change](https://launchdarkly.com/docs/api/scheduled-changes/get-feature-flag-scheduled-change.mdx) - Overview > Scheduled Changes [List scheduled changes](https://launchdarkly.com/docs/api/scheduled-changes/get-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Update scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/patch-flag-config-scheduled-change.mdx) - Overview > Segments [Create big segment export](https://launchdarkly.com/docs/api/segments/create-big-segment-export.mdx) - Overview > Segments [Create big segment import](https://launchdarkly.com/docs/api/segments/create-big-segment-import.mdx) - Overview > Segments [Create segment](https://launchdarkly.com/docs/api/segments/post-segment.mdx) - Overview > Segments [Delete segment](https://launchdarkly.com/docs/api/segments/delete-segment.mdx) - Overview > Segments [Get big segment export](https://launchdarkly.com/docs/api/segments/get-big-segment-export.mdx) - Overview > Segments [Get big segment import](https://launchdarkly.com/docs/api/segments/get-big-segment-import.mdx) - Overview > Segments [Get big segment membership for context](https://launchdarkly.com/docs/api/segments/get-segment-membership-for-context.mdx) - Overview > Segments [Get big segment membership for user](https://launchdarkly.com/docs/api/segments/get-segment-membership-for-user.mdx) - Overview > Segments [Get expiring targets for segment](https://launchdarkly.com/docs/api/segments/get-expiring-targets-for-segment.mdx) - Overview > Segments [Get expiring user targets for segment](https://launchdarkly.com/docs/api/segments/get-expiring-user-targets-for-segment.mdx) - Overview > Segments [Get segment](https://launchdarkly.com/docs/api/segments/get-segment.mdx) - Overview > Segments [List segment memberships for context instance](https://launchdarkly.com/docs/api/segments/get-context-instance-segments-membership-by-env.mdx) - Overview > Segments [List segments](https://launchdarkly.com/docs/api/segments/get-segments.mdx) - Overview > Segments [Patch segment](https://launchdarkly.com/docs/api/segments/patch-segment.mdx) - Overview > Segments [Update context targets on a big segment](https://launchdarkly.com/docs/api/segments/update-big-segment-context-targets.mdx) - Overview > Segments [Update expiring targets for segment](https://launchdarkly.com/docs/api/segments/patch-expiring-targets-for-segment.mdx) - Overview > Segments [Update expiring user targets for segment](https://launchdarkly.com/docs/api/segments/patch-expiring-user-targets-for-segment.mdx) - Overview > Segments [Update user context targets on a big segment](https://launchdarkly.com/docs/api/segments/update-big-segment-targets.mdx) - Overview > Tags [List tags](https://launchdarkly.com/docs/api/tags/get-tags.mdx) - Overview > Teams [Add multiple members to team](https://launchdarkly.com/docs/api/teams/post-team-members.mdx) - Overview > Teams [Create team](https://launchdarkly.com/docs/api/teams/post-team.mdx) - Overview > Teams [Delete team](https://launchdarkly.com/docs/api/teams/delete-team.mdx) - Overview > Teams [Get team](https://launchdarkly.com/docs/api/teams/get-team.mdx) - Overview > Teams [Get team custom roles](https://launchdarkly.com/docs/api/teams/get-team-roles.mdx) - Overview > Teams [Get team maintainers](https://launchdarkly.com/docs/api/teams/get-team-maintainers.mdx) - Overview > Teams [List teams](https://launchdarkly.com/docs/api/teams/get-teams.mdx) - Overview > Teams [Update team](https://launchdarkly.com/docs/api/teams/patch-team.mdx) - Overview > Teams Beta [Update teams](https://launchdarkly.com/docs/api/teams-beta/patch-teams.mdx) - Overview > Users [Delete user](https://launchdarkly.com/docs/api/users/delete-user.mdx) - Overview > Users [Find users](https://launchdarkly.com/docs/api/users/get-search-users.mdx) - Overview > Users [Get user](https://launchdarkly.com/docs/api/users/get-user.mdx) - Overview > Users [List users](https://launchdarkly.com/docs/api/users/get-users.mdx) - Overview > Users Beta [Get user attribute names](https://launchdarkly.com/docs/api/users-beta/get-user-attribute-names.mdx) - Overview > User Settings [Get expiring dates on flags for user](https://launchdarkly.com/docs/api/user-settings/get-expiring-flags-for-user.mdx) - Overview > User Settings [Get flag setting for user](https://launchdarkly.com/docs/api/user-settings/get-user-flag-setting.mdx) - Overview > User Settings [List flag settings for user](https://launchdarkly.com/docs/api/user-settings/get-user-flag-settings.mdx) - Overview > User Settings [Update expiring user target for flags](https://launchdarkly.com/docs/api/user-settings/patch-expiring-flags-for-user.mdx) - Overview > User Settings [Update flag settings for user](https://launchdarkly.com/docs/api/user-settings/put-flag-setting.mdx) - Overview > Views Beta [Create view](https://launchdarkly.com/docs/api/views-beta/create-view.mdx) - Overview > Views Beta [Delete view](https://launchdarkly.com/docs/api/views-beta/delete-view.mdx) - Overview > Views Beta [Get linked resources](https://launchdarkly.com/docs/api/views-beta/get-linked-resources.mdx) - Overview > Views Beta [Get linked views for a given resource](https://launchdarkly.com/docs/api/views-beta/get-linked-views.mdx) - Overview > Views Beta [Get view](https://launchdarkly.com/docs/api/views-beta/get-view.mdx) - Overview > Views Beta [Link resource](https://launchdarkly.com/docs/api/views-beta/link-resource.mdx) - Overview > Views Beta [List views](https://launchdarkly.com/docs/api/views-beta/get-views.mdx) - Overview > Views Beta [Unlink resource](https://launchdarkly.com/docs/api/views-beta/unlink-resource.mdx) - Overview > Views Beta [Update view](https://launchdarkly.com/docs/api/views-beta/update-view.mdx) - Overview > Webhooks [Creates a webhook](https://launchdarkly.com/docs/api/webhooks/post-webhook.mdx) - Overview > Webhooks [Delete webhook](https://launchdarkly.com/docs/api/webhooks/delete-webhook.mdx) - Overview > Webhooks [Get webhook](https://launchdarkly.com/docs/api/webhooks/get-webhook.mdx) - Overview > Webhooks [List webhooks](https://launchdarkly.com/docs/api/webhooks/get-all-webhooks.mdx) - Overview > Webhooks [Update webhook](https://launchdarkly.com/docs/api/webhooks/patch-webhook.mdx) - Overview > Workflows [Create workflow](https://launchdarkly.com/docs/api/workflows/post-workflow.mdx) - Overview > Workflows [Delete workflow](https://launchdarkly.com/docs/api/workflows/delete-workflow.mdx) - Overview > Workflows [Get custom workflow](https://launchdarkly.com/docs/api/workflows/get-custom-workflow.mdx) - Overview > Workflows [Get workflows](https://launchdarkly.com/docs/api/workflows/get-workflows.mdx) - Overview > Workflow Templates [Create workflow template](https://launchdarkly.com/docs/api/workflow-templates/create-workflow-template.mdx) - Overview > Workflow Templates [Delete workflow template](https://launchdarkly.com/docs/api/workflow-templates/delete-workflow-template.mdx) - Overview > Workflow Templates [Get workflow templates](https://launchdarkly.com/docs/api/workflow-templates/get-workflow-templates.mdx) - Overview > Other [Get version information](https://launchdarkly.com/docs/api/other/get-versions.mdx) - Overview > Other [Gets the OpenAPI spec in json](https://launchdarkly.com/docs/api/other/get-openapi-spec.mdx) - Overview > Other [Gets the public IP list](https://launchdarkly.com/docs/api/other/get-ips.mdx) - Overview > Other [Identify the caller](https://launchdarkly.com/docs/api/other/get-caller-identity.mdx) - Overview > Other [Root resource](https://launchdarkly.com/docs/api/other/get-root.mdx) - Overview > AI Configs [Add AI models to the restricted list](https://launchdarkly.com/docs/api/ai-configs/post-restricted-models.mdx) - Overview > AI Configs [Create AI Config variation](https://launchdarkly.com/docs/api/ai-configs/post-ai-config-variation.mdx) - Overview > AI Configs [Create an AI model config](https://launchdarkly.com/docs/api/ai-configs/post-model-config.mdx) - Overview > AI Configs [Create an AI tool](https://launchdarkly.com/docs/api/ai-configs/post-ai-tool.mdx) - Overview > AI Configs [Create new agent graph](https://launchdarkly.com/docs/api/ai-configs/post-agent-graph.mdx) - Overview > AI Configs [Create new AI Config](https://launchdarkly.com/docs/api/ai-configs/post-ai-config.mdx) - Overview > AI Configs [Delete agent graph](https://launchdarkly.com/docs/api/ai-configs/delete-agent-graph.mdx) - Overview > AI Configs [Delete AI Config](https://launchdarkly.com/docs/api/ai-configs/delete-ai-config.mdx) - Overview > AI Configs [Delete AI Config variation](https://launchdarkly.com/docs/api/ai-configs/delete-ai-config-variation.mdx) - Overview > AI Configs [Delete AI tool](https://launchdarkly.com/docs/api/ai-configs/delete-ai-tool.mdx) - Overview > AI Configs [Delete an AI model config](https://launchdarkly.com/docs/api/ai-configs/delete-model-config.mdx) - Overview > AI Configs [Get agent graph](https://launchdarkly.com/docs/api/ai-configs/get-agent-graph.mdx) - Overview > AI Configs [Get AI Config](https://launchdarkly.com/docs/api/ai-configs/get-ai-config.mdx) - Overview > AI Configs [Get AI Config metrics](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-metrics.mdx) - Overview > AI Configs [Get AI Config metrics by variation](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-metrics-by-variation.mdx) - Overview > AI Configs [Get AI Config variation](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-variation.mdx) - Overview > AI Configs [Get AI model config](https://launchdarkly.com/docs/api/ai-configs/get-model-config.mdx) - Overview > AI Configs [Get AI tool](https://launchdarkly.com/docs/api/ai-configs/get-ai-tool.mdx) - Overview > AI Configs [List agent graphs](https://launchdarkly.com/docs/api/ai-configs/list-agent-graphs.mdx) - Overview > AI Configs [List AI Configs](https://launchdarkly.com/docs/api/ai-configs/get-ai-configs.mdx) - Overview > AI Configs [List AI model configs](https://launchdarkly.com/docs/api/ai-configs/list-model-configs.mdx) - Overview > AI Configs [List AI tool versions](https://launchdarkly.com/docs/api/ai-configs/list-ai-tool-versions.mdx) - Overview > AI Configs [List AI tools](https://launchdarkly.com/docs/api/ai-configs/list-ai-tools.mdx) - Overview > AI Configs [Remove AI models from the restricted list](https://launchdarkly.com/docs/api/ai-configs/delete-restricted-models.mdx) - Overview > AI Configs [Show an AI Config's targeting](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-targeting.mdx) - Overview > AI Configs [Update agent graph](https://launchdarkly.com/docs/api/ai-configs/patch-agent-graph.mdx) - Overview > AI Configs [Update AI Config](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config.mdx) - Overview > AI Configs [Update AI Config targeting](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config-targeting.mdx) - Overview > AI Configs [Update AI Config variation](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config-variation.mdx) - Overview > AI Configs [Update AI tool](https://launchdarkly.com/docs/api/ai-configs/patch-ai-tool.mdx) - Overview > Release Policies Beta [Create a release policy](https://launchdarkly.com/docs/api/release-policies-beta/post-release-policy.mdx) - Overview > Release Policies Beta [Delete a release policy](https://launchdarkly.com/docs/api/release-policies-beta/delete-release-policy.mdx) - Overview > Release Policies Beta [Get a release policy by key](https://launchdarkly.com/docs/api/release-policies-beta/get-release-policy.mdx) - Overview > Release Policies Beta [List release policies](https://launchdarkly.com/docs/api/release-policies-beta/get-release-policies.mdx) - Overview > Release Policies Beta [Update a release policy](https://launchdarkly.com/docs/api/release-policies-beta/put-release-policy.mdx) - Overview > Release Policies Beta [Update the order of existing release policies](https://launchdarkly.com/docs/api/release-policies-beta/post-release-policies-order.mdx) - Overview > Access Tokens [Create access token](https://launchdarkly.com/docs/api/access-tokens/post-token.mdx) - Overview > Access Tokens [Delete access token](https://launchdarkly.com/docs/api/access-tokens/delete-token.mdx) - Overview > Access Tokens [Get access token](https://launchdarkly.com/docs/api/access-tokens/get-token.mdx) - Overview > Access Tokens [List access tokens](https://launchdarkly.com/docs/api/access-tokens/get-tokens.mdx) - Overview > Access Tokens [Patch access token](https://launchdarkly.com/docs/api/access-tokens/patch-token.mdx) - Overview > Access Tokens [Reset access token](https://launchdarkly.com/docs/api/access-tokens/reset-token.mdx) - Overview > Account Members [Add a member to teams](https://launchdarkly.com/docs/api/account-members/post-member-teams.mdx) - Overview > Account Members [Delete account member](https://launchdarkly.com/docs/api/account-members/delete-member.mdx) - Overview > Account Members [Get account member](https://launchdarkly.com/docs/api/account-members/get-member.mdx) - Overview > Account Members [Invite new members](https://launchdarkly.com/docs/api/account-members/post-members.mdx) - Overview > Account Members [List account members](https://launchdarkly.com/docs/api/account-members/get-members.mdx) - Overview > Account Members [Modify account members](https://launchdarkly.com/docs/api/account-members/patch-members.mdx) - Overview > Account Members [Modify an account member](https://launchdarkly.com/docs/api/account-members/patch-member.mdx) - Overview > Account Usage Beta [Get contexts clientside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-clientside-usage.mdx) - Overview > Account Usage Beta [Get contexts serverside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-serverside-usage.mdx) - Overview > Account Usage Beta [Get contexts total usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-total-usage.mdx) - Overview > Account Usage Beta [Get data export events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-data-export-events-usage.mdx) - Overview > Account Usage Beta [Get evaluations usage](https://launchdarkly.com/docs/api/account-usage-beta/get-evaluations-usage.mdx) - Overview > Account Usage Beta [Get events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-events-usage.mdx) - Overview > Account Usage Beta [Get experimentation events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-experimentation-events-usage.mdx) - Overview > Account Usage Beta [Get experimentation keys usage](https://launchdarkly.com/docs/api/account-usage-beta/get-experimentation-keys-usage.mdx) - Overview > Account Usage Beta [Get MAU clientside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-clientside-usage.mdx) - Overview > Account Usage Beta [Get MAU SDKs by type](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-sdks-by-type.mdx) - Overview > Account Usage Beta [Get MAU total usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-total-usage.mdx) - Overview > Account Usage Beta [Get MAU usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-usage.mdx) - Overview > Account Usage Beta [Get MAU usage by category](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-usage-by-category.mdx) - Overview > Account Usage Beta [Get observability errors usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-errors-usage.mdx) - Overview > Account Usage Beta [Get observability logs usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-logs-usage.mdx) - Overview > Account Usage Beta [Get observability sessions usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-sessions-usage.mdx) - Overview > Account Usage Beta [Get observability traces usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-traces-usage.mdx) - Overview > Account Usage Beta [Get service connections usage](https://launchdarkly.com/docs/api/account-usage-beta/get-service-connections-usage.mdx) - Overview > Account Usage Beta [Get stream usage](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage.mdx) - Overview > Account Usage Beta [Get stream usage by SDK version](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage-by-sdk-version.mdx) - Overview > Account Usage Beta [Get stream usage SDK versions](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage-sdkversion.mdx) - Overview > Announcements [Create an announcement](https://launchdarkly.com/docs/api/announcements/create-announcement-public.mdx) - Overview > Announcements [Delete an announcement](https://launchdarkly.com/docs/api/announcements/delete-announcement-public.mdx) - Overview > Announcements [Get announcements](https://launchdarkly.com/docs/api/announcements/get-announcements-public.mdx) - Overview > Announcements [Update an announcement](https://launchdarkly.com/docs/api/announcements/update-announcement-public.mdx) - Overview > Applications Beta [Delete application](https://launchdarkly.com/docs/api/applications-beta/delete-application.mdx) - Overview > Applications Beta [Delete application version](https://launchdarkly.com/docs/api/applications-beta/delete-application-version.mdx) - Overview > Applications Beta [Get application by key](https://launchdarkly.com/docs/api/applications-beta/get-application.mdx) - Overview > Applications Beta [Get application versions by application key](https://launchdarkly.com/docs/api/applications-beta/get-application-versions.mdx) - Overview > Applications Beta [Get applications](https://launchdarkly.com/docs/api/applications-beta/get-applications.mdx) - Overview > Applications Beta [Update application](https://launchdarkly.com/docs/api/applications-beta/patch-application.mdx) - Overview > Applications Beta [Update application version](https://launchdarkly.com/docs/api/applications-beta/patch-application-version.mdx) - Overview > Approvals [Apply approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request-apply.mdx) - Overview > Approvals [Apply approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-apply-for-flag.mdx) - Overview > Approvals [Create approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request.mdx) - Overview > Approvals [Create approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-for-flag.mdx) - Overview > Approvals [Create approval request to copy flag configurations across environments](https://launchdarkly.com/docs/api/approvals/post-flag-copy-config-approval-request.mdx) - Overview > Approvals [Delete approval request](https://launchdarkly.com/docs/api/approvals/delete-approval-request.mdx) - Overview > Approvals [Delete approval request for a flag](https://launchdarkly.com/docs/api/approvals/delete-approval-request-for-flag.mdx) - Overview > Approvals [Get approval request](https://launchdarkly.com/docs/api/approvals/get-approval-request.mdx) - Overview > Approvals [Get approval request for a flag](https://launchdarkly.com/docs/api/approvals/get-approval-for-flag.mdx) - Overview > Approvals [List approval requests](https://launchdarkly.com/docs/api/approvals/get-approval-requests.mdx) - Overview > Approvals [List approval requests for a flag](https://launchdarkly.com/docs/api/approvals/get-approvals-for-flag.mdx) - Overview > Approvals [Review approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request-review.mdx) - Overview > Approvals [Review approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-review-for-flag.mdx) - Overview > Approvals Beta [Get approval request settings](https://launchdarkly.com/docs/api/approvals-beta/get-approval-request-settings.mdx) - Overview > Approvals Beta [Update approval request](https://launchdarkly.com/docs/api/approvals-beta/patch-approval-request.mdx) - Overview > Approvals Beta [Update approval request settings](https://launchdarkly.com/docs/api/approvals-beta/patch-approval-request-settings.mdx) - Overview > Approvals Beta [Update flag approval request](https://launchdarkly.com/docs/api/approvals-beta/patch-flag-config-approval-request.mdx) - Overview > Audit Log [Get audit log entry](https://launchdarkly.com/docs/api/audit-log/get-audit-log-entry.mdx) - Overview > Audit Log [List audit log entries](https://launchdarkly.com/docs/api/audit-log/get-audit-log-entries.mdx) - Overview > Audit Log [Search audit log entries](https://launchdarkly.com/docs/api/audit-log/post-audit-log-entries.mdx) - Overview > Code References [Create extinction](https://launchdarkly.com/docs/api/code-references/post-extinction.mdx) - Overview > Code References [Create repository](https://launchdarkly.com/docs/api/code-references/post-repository.mdx) - Overview > Code References [Delete branches](https://launchdarkly.com/docs/api/code-references/delete-branches.mdx) - Overview > Code References [Delete repository](https://launchdarkly.com/docs/api/code-references/delete-repository.mdx) - Overview > Code References [Get branch](https://launchdarkly.com/docs/api/code-references/get-branch.mdx) - Overview > Code References [Get code references statistics for flags](https://launchdarkly.com/docs/api/code-references/get-statistics.mdx) - Overview > Code References [Get links to code reference repositories for each project](https://launchdarkly.com/docs/api/code-references/get-root-statistic.mdx) - Overview > Code References [Get repository](https://launchdarkly.com/docs/api/code-references/get-repository.mdx) - Overview > Code References [List branches](https://launchdarkly.com/docs/api/code-references/get-branches.mdx) - Overview > Code References [List extinctions](https://launchdarkly.com/docs/api/code-references/get-extinctions.mdx) - Overview > Code References [List repositories](https://launchdarkly.com/docs/api/code-references/get-repositories.mdx) - Overview > Code References [Update repository](https://launchdarkly.com/docs/api/code-references/patch-repository.mdx) - Overview > Code References [Upsert branch](https://launchdarkly.com/docs/api/code-references/put-branch.mdx) - Overview > Contexts [Create or update context kind](https://launchdarkly.com/docs/api/contexts/put-context-kind.mdx) - Overview > Contexts [Delete context instances](https://launchdarkly.com/docs/api/contexts/delete-context-instances.mdx) - Overview > Contexts [Evaluate flags for context instance](https://launchdarkly.com/docs/api/contexts/evaluate-context-instance.mdx) - Overview > Contexts [Get context attribute names](https://launchdarkly.com/docs/api/contexts/get-context-attribute-names.mdx) - Overview > Contexts [Get context attribute values](https://launchdarkly.com/docs/api/contexts/get-context-attribute-values.mdx) - Overview > Contexts [Get context instances](https://launchdarkly.com/docs/api/contexts/get-context-instances.mdx) - Overview > Contexts [Get context kinds](https://launchdarkly.com/docs/api/contexts/get-context-kinds-by-project-key.mdx) - Overview > Contexts [Get contexts](https://launchdarkly.com/docs/api/contexts/get-contexts.mdx) - Overview > Contexts [Search for context instances](https://launchdarkly.com/docs/api/contexts/search-context-instances.mdx) - Overview > Contexts [Search for contexts](https://launchdarkly.com/docs/api/contexts/search-contexts.mdx) - Overview > Context Settings [Update flag settings for context](https://launchdarkly.com/docs/api/context-settings/put-context-flag-setting.mdx) - Overview > Custom Roles [Create custom role](https://launchdarkly.com/docs/api/custom-roles/post-custom-role.mdx) - Overview > Custom Roles [Delete custom role](https://launchdarkly.com/docs/api/custom-roles/delete-custom-role.mdx) - Overview > Custom Roles [Get custom role](https://launchdarkly.com/docs/api/custom-roles/get-custom-role.mdx) - Overview > Custom Roles [List custom roles](https://launchdarkly.com/docs/api/custom-roles/get-custom-roles.mdx) - Overview > Custom Roles [Update custom role](https://launchdarkly.com/docs/api/custom-roles/patch-custom-role.mdx) - Overview > Data Export Destinations [Create Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/post-destination.mdx) - Overview > Data Export Destinations [Delete Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/delete-destination.mdx) - Overview > Data Export Destinations [Generate Snowflake destination key pair](https://launchdarkly.com/docs/api/data-export-destinations/post-generate-warehouse-destination-key-pair.mdx) - Overview > Data Export Destinations [Generate trust policy](https://launchdarkly.com/docs/api/data-export-destinations/post-generate-trust-policy.mdx) - Overview > Data Export Destinations [Get destination](https://launchdarkly.com/docs/api/data-export-destinations/get-destination.mdx) - Overview > Data Export Destinations [List destinations](https://launchdarkly.com/docs/api/data-export-destinations/get-destinations.mdx) - Overview > Data Export Destinations [Update Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/patch-destination.mdx) - Overview > Environments [Create environment](https://launchdarkly.com/docs/api/environments/post-environment.mdx) - Overview > Environments [Delete environment](https://launchdarkly.com/docs/api/environments/delete-environment.mdx) - Overview > Environments [Get environment](https://launchdarkly.com/docs/api/environments/get-environment.mdx) - Overview > Environments [List environments](https://launchdarkly.com/docs/api/environments/get-environments-by-project.mdx) - Overview > Environments [Reset environment mobile SDK key](https://launchdarkly.com/docs/api/environments/reset-environment-mobile-key.mdx) - Overview > Environments [Reset environment SDK key](https://launchdarkly.com/docs/api/environments/reset-environment-sdk-key.mdx) - Overview > Environments [Update environment](https://launchdarkly.com/docs/api/environments/patch-environment.mdx) - Overview > Experiments [Create experiment](https://launchdarkly.com/docs/api/experiments/create-experiment.mdx) - Overview > Experiments [Create iteration](https://launchdarkly.com/docs/api/experiments/create-iteration.mdx) - Overview > Experiments [Get experiment](https://launchdarkly.com/docs/api/experiments/get-experiment.mdx) - Overview > Experiments [Get experimentation settings](https://launchdarkly.com/docs/api/experiments/get-experimentation-settings.mdx) - Overview > Experiments [Get experiments](https://launchdarkly.com/docs/api/experiments/get-experiments.mdx) - Overview > Experiments [Patch experiment](https://launchdarkly.com/docs/api/experiments/patch-experiment.mdx) - Overview > Experiments [Update experimentation settings](https://launchdarkly.com/docs/api/experiments/put-experimentation-settings.mdx) - Overview > Feature Flags [Copy feature flag](https://launchdarkly.com/docs/api/feature-flags/copy-feature-flag.mdx) - Overview > Feature Flags [Create a feature flag](https://launchdarkly.com/docs/api/feature-flags/post-feature-flag.mdx) - Overview > Feature Flags [Delete feature flag](https://launchdarkly.com/docs/api/feature-flags/delete-feature-flag.mdx) - Overview > Feature Flags [Get expiring context targets for feature flag](https://launchdarkly.com/docs/api/feature-flags/get-expiring-context-targets.mdx) - Overview > Feature Flags [Get expiring user targets for feature flag](https://launchdarkly.com/docs/api/feature-flags/get-expiring-user-targets.mdx) - Overview > Feature Flags [Get feature flag](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag.mdx) - Overview > Feature Flags [Get feature flag status](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-status.mdx) - Overview > Feature Flags [Get flag status across environments](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-status-across-environments.mdx) - Overview > Feature Flags [Get migration safety issues](https://launchdarkly.com/docs/api/feature-flags/post-migration-safety-issues.mdx) - Overview > Feature Flags [List feature flag statuses](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-statuses.mdx) - Overview > Feature Flags [List feature flags](https://launchdarkly.com/docs/api/feature-flags/get-feature-flags.mdx) - Overview > Feature Flags [Update expiring context targets on feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-expiring-targets.mdx) - Overview > Feature Flags [Update expiring user targets on feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-expiring-user-targets.mdx) - Overview > Feature Flags [Update feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-feature-flag.mdx) - Overview > Feature Flags Beta [List dependent feature flags](https://launchdarkly.com/docs/api/feature-flags-beta/get-dependent-flags.mdx) - Overview > Feature Flags Beta [List dependent feature flags by environment](https://launchdarkly.com/docs/api/feature-flags-beta/get-dependent-flags-by-env.mdx) - Overview > Flag Import Configurations Beta [Create a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/create-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [Delete a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/delete-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [Get a single flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/get-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [List all flag import configurations](https://launchdarkly.com/docs/api/flag-import-configurations-beta/get-flag-import-configurations.mdx) - Overview > Flag Import Configurations Beta [Trigger a single flag import run](https://launchdarkly.com/docs/api/flag-import-configurations-beta/trigger-flag-import-job.mdx) - Overview > Flag Import Configurations Beta [Update a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/patch-flag-import-configuration.mdx) - Overview > Flag Links Beta [Create flag link](https://launchdarkly.com/docs/api/flag-links-beta/create-flag-link.mdx) - Overview > Flag Links Beta [Delete flag link](https://launchdarkly.com/docs/api/flag-links-beta/delete-flag-link.mdx) - Overview > Flag Links Beta [List flag links](https://launchdarkly.com/docs/api/flag-links-beta/get-flag-links.mdx) - Overview > Flag Links Beta [Update flag link](https://launchdarkly.com/docs/api/flag-links-beta/update-flag-link.mdx) - Overview > Flag Triggers [Create flag trigger](https://launchdarkly.com/docs/api/flag-triggers/create-trigger-workflow.mdx) - Overview > Flag Triggers [Delete flag trigger](https://launchdarkly.com/docs/api/flag-triggers/delete-trigger-workflow.mdx) - Overview > Flag Triggers [Get flag trigger by ID](https://launchdarkly.com/docs/api/flag-triggers/get-trigger-workflow-by-id.mdx) - Overview > Flag Triggers [List flag triggers](https://launchdarkly.com/docs/api/flag-triggers/get-trigger-workflows.mdx) - Overview > Flag Triggers [Update flag trigger](https://launchdarkly.com/docs/api/flag-triggers/patch-trigger-workflow.mdx) - Overview > Follow Flags [Add a member as a follower of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/put-flag-follower.mdx) - Overview > Follow Flags [Get followers of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/get-flag-followers.mdx) - Overview > Follow Flags [Get followers of all flags in a given project and environment](https://launchdarkly.com/docs/api/follow-flags/get-followers-by-proj-env.mdx) - Overview > Follow Flags [Remove a member as a follower of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/delete-flag-follower.mdx) - Overview > Holdouts Beta [Create holdout](https://launchdarkly.com/docs/api/holdouts-beta/post-holdout.mdx) - Overview > Holdouts Beta [Get all holdouts](https://launchdarkly.com/docs/api/holdouts-beta/get-all-holdouts.mdx) - Overview > Holdouts Beta [Get holdout](https://launchdarkly.com/docs/api/holdouts-beta/get-holdout.mdx) - Overview > Holdouts Beta [Get Holdout by Id](https://launchdarkly.com/docs/api/holdouts-beta/get-holdout-by-id.mdx) - Overview > Holdouts Beta [Patch holdout](https://launchdarkly.com/docs/api/holdouts-beta/patch-holdout.mdx) - Overview > Insights Charts Beta [Get deployment frequency chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-deployment-frequency-chart.mdx) - Overview > Insights Charts Beta [Get flag status chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-flag-status-chart.mdx) - Overview > Insights Charts Beta [Get lead time chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-lead-time-chart.mdx) - Overview > Insights Charts Beta [Get release frequency chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-release-frequency-chart.mdx) - Overview > Insights Charts Beta [Get stale flags chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-stale-flags-chart.mdx) - Overview > Insights Deployments Beta [Create deployment event](https://launchdarkly.com/docs/api/insights-deployments-beta/create-deployment-event.mdx) - Overview > Insights Deployments Beta [Get deployment](https://launchdarkly.com/docs/api/insights-deployments-beta/get-deployment.mdx) - Overview > Insights Deployments Beta [List deployments](https://launchdarkly.com/docs/api/insights-deployments-beta/get-deployments.mdx) - Overview > Insights Deployments Beta [Update deployment](https://launchdarkly.com/docs/api/insights-deployments-beta/update-deployment.mdx) - Overview > Insights Flag Events Beta [List flag events](https://launchdarkly.com/docs/api/insights-flag-events-beta/get-flag-events.mdx) - Overview > Insights Pull Requests Beta [List pull requests](https://launchdarkly.com/docs/api/insights-pull-requests-beta/get-pull-requests.mdx) - Overview > Insights Repositories Beta [Associate repositories with projects](https://launchdarkly.com/docs/api/insights-repositories-beta/associate-repositories-and-projects.mdx) - Overview > Insights Repositories Beta [List repositories](https://launchdarkly.com/docs/api/insights-repositories-beta/get-insights-repositories.mdx) - Overview > Insights Repositories Beta [Remove repository project association](https://launchdarkly.com/docs/api/insights-repositories-beta/delete-repository-project.mdx) - Overview > Insights Scores Beta [Create insight group](https://launchdarkly.com/docs/api/insights-scores-beta/create-insight-group.mdx) - Overview > Insights Scores Beta [Delete insight group](https://launchdarkly.com/docs/api/insights-scores-beta/delete-insight-group.mdx) - Overview > Insights Scores Beta [Get insight group](https://launchdarkly.com/docs/api/insights-scores-beta/get-insight-group.mdx) - Overview > Insights Scores Beta [Get insight scores](https://launchdarkly.com/docs/api/insights-scores-beta/get-insights-scores.mdx) - Overview > Insights Scores Beta [List insight groups](https://launchdarkly.com/docs/api/insights-scores-beta/get-insight-groups.mdx) - Overview > Insights Scores Beta [Patch insight group](https://launchdarkly.com/docs/api/insights-scores-beta/patch-insight-group.mdx) - Overview > Integration Audit Log Subscriptions [Create audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/create-subscription.mdx) - Overview > Integration Audit Log Subscriptions [Delete audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/delete-subscription.mdx) - Overview > Integration Audit Log Subscriptions [Get audit log subscription by ID](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/get-subscription-by-id.mdx) - Overview > Integration Audit Log Subscriptions [Get audit log subscriptions by integration](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/get-subscriptions.mdx) - Overview > Integration Audit Log Subscriptions [Update audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/update-subscription.mdx) - Overview > Integration Delivery Configurations Beta [Create delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/create-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Delete delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/delete-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Get delivery configuration by ID](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-id.mdx) - Overview > Integration Delivery Configurations Beta [Get delivery configurations by environment](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-environment.mdx) - Overview > Integration Delivery Configurations Beta [List all delivery configurations](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configurations.mdx) - Overview > Integration Delivery Configurations Beta [Update delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/patch-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Validate delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/validate-integration-delivery-configuration.mdx) - Overview > Integrations Beta [Create integration configuration](https://launchdarkly.com/docs/api/integrations-beta/create-integration-configuration.mdx) - Overview > Integrations Beta [Delete integration configuration](https://launchdarkly.com/docs/api/integrations-beta/delete-integration-configuration.mdx) - Overview > Integrations Beta [Get all configurations for the integration](https://launchdarkly.com/docs/api/integrations-beta/get-all-integration-configurations.mdx) - Overview > Integrations Beta [Get an integration configuration](https://launchdarkly.com/docs/api/integrations-beta/get-integration-configuration.mdx) - Overview > Integrations Beta [Update integration configuration](https://launchdarkly.com/docs/api/integrations-beta/update-integration-configuration.mdx) - Overview > Layers [Create layer](https://launchdarkly.com/docs/api/layers/create-layer.mdx) - Overview > Layers [Get layers](https://launchdarkly.com/docs/api/layers/get-layers.mdx) - Overview > Layers [Update layer](https://launchdarkly.com/docs/api/layers/update-layer.mdx) - Overview > Metrics [Create metric](https://launchdarkly.com/docs/api/metrics/post-metric.mdx) - Overview > Metrics [Delete metric](https://launchdarkly.com/docs/api/metrics/delete-metric.mdx) - Overview > Metrics [Get metric](https://launchdarkly.com/docs/api/metrics/get-metric.mdx) - Overview > Metrics [List metrics](https://launchdarkly.com/docs/api/metrics/get-metrics.mdx) - Overview > Metrics [Update metric](https://launchdarkly.com/docs/api/metrics/patch-metric.mdx) - Overview > Metrics Beta [Create metric group](https://launchdarkly.com/docs/api/metrics-beta/create-metric-group.mdx) - Overview > Metrics Beta [Delete metric group](https://launchdarkly.com/docs/api/metrics-beta/delete-metric-group.mdx) - Overview > Metrics Beta [Get metric group](https://launchdarkly.com/docs/api/metrics-beta/get-metric-group.mdx) - Overview > Metrics Beta [List metric groups](https://launchdarkly.com/docs/api/metrics-beta/get-metric-groups.mdx) - Overview > Metrics Beta [Patch metric group](https://launchdarkly.com/docs/api/metrics-beta/patch-metric-group.mdx) - Overview > O Auth2clients [Create a LaunchDarkly OAuth 2.0 client](https://launchdarkly.com/docs/api/o-auth-2-clients/create-o-auth-2-client.mdx) - Overview > O Auth2clients [Delete OAuth 2.0 client](https://launchdarkly.com/docs/api/o-auth-2-clients/delete-o-auth-client.mdx) - Overview > O Auth2clients [Get client by ID](https://launchdarkly.com/docs/api/o-auth-2-clients/get-o-auth-client-by-id.mdx) - Overview > O Auth2clients [Get clients](https://launchdarkly.com/docs/api/o-auth-2-clients/get-o-auth-clients.mdx) - Overview > O Auth2clients [Patch client by ID](https://launchdarkly.com/docs/api/o-auth-2-clients/patch-o-auth-client.mdx) - Overview > Persistent Store Integrations Beta [Create big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/create-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [Delete big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/delete-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [Get big segment store integration by ID](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/get-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [List all big segment store integrations](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/get-big-segment-store-integrations.mdx) - Overview > Persistent Store Integrations Beta [Update big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/patch-big-segment-store-integration.mdx) - Overview > Projects [Create or update flag defaults for project](https://launchdarkly.com/docs/api/projects/put-flag-defaults-by-project.mdx) - Overview > Projects [Create project](https://launchdarkly.com/docs/api/projects/post-project.mdx) - Overview > Projects [Delete project](https://launchdarkly.com/docs/api/projects/delete-project.mdx) - Overview > Projects [Get flag defaults for project](https://launchdarkly.com/docs/api/projects/get-flag-defaults-by-project.mdx) - Overview > Projects [Get project](https://launchdarkly.com/docs/api/projects/get-project.mdx) - Overview > Projects [List projects](https://launchdarkly.com/docs/api/projects/get-projects.mdx) - Overview > Projects [Update flag default for project](https://launchdarkly.com/docs/api/projects/patch-flag-defaults-by-project.mdx) - Overview > Projects [Update project](https://launchdarkly.com/docs/api/projects/patch-project.mdx) - Overview > Relay Proxy Configurations [Create a new Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/post-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Delete Relay Proxy config by ID](https://launchdarkly.com/docs/api/relay-proxy-configurations/delete-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Get Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/get-relay-proxy-config.mdx) - Overview > Relay Proxy Configurations [List Relay Proxy configs](https://launchdarkly.com/docs/api/relay-proxy-configurations/get-relay-proxy-configs.mdx) - Overview > Relay Proxy Configurations [Reset Relay Proxy configuration key](https://launchdarkly.com/docs/api/relay-proxy-configurations/reset-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Update a Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/patch-relay-auto-config.mdx) - Overview > Release Pipelines Beta [Create a release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/post-release-pipeline.mdx) - Overview > Release Pipelines Beta [Delete release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/delete-release-pipeline.mdx) - Overview > Release Pipelines Beta [Get all release pipelines](https://launchdarkly.com/docs/api/release-pipelines-beta/get-all-release-pipelines.mdx) - Overview > Release Pipelines Beta [Get release pipeline by key](https://launchdarkly.com/docs/api/release-pipelines-beta/get-release-pipeline-by-key.mdx) - Overview > Release Pipelines Beta [Get release progressions for release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/get-all-release-progressions-for-release-pipeline.mdx) - Overview > Release Pipelines Beta [Update a release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/put-release-pipeline.mdx) - Overview > Releases Beta [Create a new release for flag](https://launchdarkly.com/docs/api/releases-beta/create-release-for-flag.mdx) - Overview > Releases Beta [Delete a release for flag](https://launchdarkly.com/docs/api/releases-beta/delete-release-by-flag-key.mdx) - Overview > Releases Beta [Get release for flag](https://launchdarkly.com/docs/api/releases-beta/get-release-by-flag-key.mdx) - Overview > Releases Beta [Patch release for flag](https://launchdarkly.com/docs/api/releases-beta/patch-release-by-flag-key.mdx) - Overview > Releases Beta [Update phase status for release](https://launchdarkly.com/docs/api/releases-beta/update-phase-status.mdx) - Overview > Scheduled Changes [Create scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/post-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Delete scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/delete-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Get a scheduled change](https://launchdarkly.com/docs/api/scheduled-changes/get-feature-flag-scheduled-change.mdx) - Overview > Scheduled Changes [List scheduled changes](https://launchdarkly.com/docs/api/scheduled-changes/get-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Update scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/patch-flag-config-scheduled-change.mdx) - Overview > Segments [Create big segment export](https://launchdarkly.com/docs/api/segments/create-big-segment-export.mdx) - Overview > Segments [Create big segment import](https://launchdarkly.com/docs/api/segments/create-big-segment-import.mdx) - Overview > Segments [Create segment](https://launchdarkly.com/docs/api/segments/post-segment.mdx) - Overview > Segments [Delete segment](https://launchdarkly.com/docs/api/segments/delete-segment.mdx) - Overview > Segments [Get big segment export](https://launchdarkly.com/docs/api/segments/get-big-segment-export.mdx) - Overview > Segments [Get big segment import](https://launchdarkly.com/docs/api/segments/get-big-segment-import.mdx) - Overview > Segments [Get big segment membership for context](https://launchdarkly.com/docs/api/segments/get-segment-membership-for-context.mdx) - Overview > Segments [Get big segment membership for user](https://launchdarkly.com/docs/api/segments/get-segment-membership-for-user.mdx) - Overview > Segments [Get expiring targets for segment](https://launchdarkly.com/docs/api/segments/get-expiring-targets-for-segment.mdx) - Overview > Segments [Get expiring user targets for segment](https://launchdarkly.com/docs/api/segments/get-expiring-user-targets-for-segment.mdx) - Overview > Segments [Get segment](https://launchdarkly.com/docs/api/segments/get-segment.mdx) - Overview > Segments [List segment memberships for context instance](https://launchdarkly.com/docs/api/segments/get-context-instance-segments-membership-by-env.mdx) - Overview > Segments [List segments](https://launchdarkly.com/docs/api/segments/get-segments.mdx) - Overview > Segments [Patch segment](https://launchdarkly.com/docs/api/segments/patch-segment.mdx) - Overview > Segments [Update context targets on a big segment](https://launchdarkly.com/docs/api/segments/update-big-segment-context-targets.mdx) - Overview > Segments [Update expiring targets for segment](https://launchdarkly.com/docs/api/segments/patch-expiring-targets-for-segment.mdx) - Overview > Segments [Update expiring user targets for segment](https://launchdarkly.com/docs/api/segments/patch-expiring-user-targets-for-segment.mdx) - Overview > Segments [Update user context targets on a big segment](https://launchdarkly.com/docs/api/segments/update-big-segment-targets.mdx) - Overview > Tags [List tags](https://launchdarkly.com/docs/api/tags/get-tags.mdx) - Overview > Teams [Add multiple members to team](https://launchdarkly.com/docs/api/teams/post-team-members.mdx) - Overview > Teams [Create team](https://launchdarkly.com/docs/api/teams/post-team.mdx) - Overview > Teams [Delete team](https://launchdarkly.com/docs/api/teams/delete-team.mdx) - Overview > Teams [Get team](https://launchdarkly.com/docs/api/teams/get-team.mdx) - Overview > Teams [Get team custom roles](https://launchdarkly.com/docs/api/teams/get-team-roles.mdx) - Overview > Teams [Get team maintainers](https://launchdarkly.com/docs/api/teams/get-team-maintainers.mdx) - Overview > Teams [List teams](https://launchdarkly.com/docs/api/teams/get-teams.mdx) - Overview > Teams [Update team](https://launchdarkly.com/docs/api/teams/patch-team.mdx) - Overview > Teams Beta [Update teams](https://launchdarkly.com/docs/api/teams-beta/patch-teams.mdx) - Overview > Users [Delete user](https://launchdarkly.com/docs/api/users/delete-user.mdx) - Overview > Users [Find users](https://launchdarkly.com/docs/api/users/get-search-users.mdx) - Overview > Users [Get user](https://launchdarkly.com/docs/api/users/get-user.mdx) - Overview > Users [List users](https://launchdarkly.com/docs/api/users/get-users.mdx) - Overview > Users Beta [Get user attribute names](https://launchdarkly.com/docs/api/users-beta/get-user-attribute-names.mdx) - Overview > User Settings [Get expiring dates on flags for user](https://launchdarkly.com/docs/api/user-settings/get-expiring-flags-for-user.mdx) - Overview > User Settings [Get flag setting for user](https://launchdarkly.com/docs/api/user-settings/get-user-flag-setting.mdx) - Overview > User Settings [List flag settings for user](https://launchdarkly.com/docs/api/user-settings/get-user-flag-settings.mdx) - Overview > User Settings [Update expiring user target for flags](https://launchdarkly.com/docs/api/user-settings/patch-expiring-flags-for-user.mdx) - Overview > User Settings [Update flag settings for user](https://launchdarkly.com/docs/api/user-settings/put-flag-setting.mdx) - Overview > Views Beta [Create view](https://launchdarkly.com/docs/api/views-beta/create-view.mdx) - Overview > Views Beta [Delete view](https://launchdarkly.com/docs/api/views-beta/delete-view.mdx) - Overview > Views Beta [Get linked resources](https://launchdarkly.com/docs/api/views-beta/get-linked-resources.mdx) - Overview > Views Beta [Get linked views for a given resource](https://launchdarkly.com/docs/api/views-beta/get-linked-views.mdx) - Overview > Views Beta [Get view](https://launchdarkly.com/docs/api/views-beta/get-view.mdx) - Overview > Views Beta [Link resource](https://launchdarkly.com/docs/api/views-beta/link-resource.mdx) - Overview > Views Beta [List views](https://launchdarkly.com/docs/api/views-beta/get-views.mdx) - Overview > Views Beta [Unlink resource](https://launchdarkly.com/docs/api/views-beta/unlink-resource.mdx) - Overview > Views Beta [Update view](https://launchdarkly.com/docs/api/views-beta/update-view.mdx) - Overview > Webhooks [Creates a webhook](https://launchdarkly.com/docs/api/webhooks/post-webhook.mdx) - Overview > Webhooks [Delete webhook](https://launchdarkly.com/docs/api/webhooks/delete-webhook.mdx) - Overview > Webhooks [Get webhook](https://launchdarkly.com/docs/api/webhooks/get-webhook.mdx) - Overview > Webhooks [List webhooks](https://launchdarkly.com/docs/api/webhooks/get-all-webhooks.mdx) - Overview > Webhooks [Update webhook](https://launchdarkly.com/docs/api/webhooks/patch-webhook.mdx) - Overview > Workflows [Create workflow](https://launchdarkly.com/docs/api/workflows/post-workflow.mdx) - Overview > Workflows [Delete workflow](https://launchdarkly.com/docs/api/workflows/delete-workflow.mdx) - Overview > Workflows [Get custom workflow](https://launchdarkly.com/docs/api/workflows/get-custom-workflow.mdx) - Overview > Workflows [Get workflows](https://launchdarkly.com/docs/api/workflows/get-workflows.mdx) - Overview > Workflow Templates [Create workflow template](https://launchdarkly.com/docs/api/workflow-templates/create-workflow-template.mdx) - Overview > Workflow Templates [Delete workflow template](https://launchdarkly.com/docs/api/workflow-templates/delete-workflow-template.mdx) - Overview > Workflow Templates [Get workflow templates](https://launchdarkly.com/docs/api/workflow-templates/get-workflow-templates.mdx) - Overview > Other [Get version information](https://launchdarkly.com/docs/api/other/get-versions.mdx) - Overview > Other [Gets the OpenAPI spec in json](https://launchdarkly.com/docs/api/other/get-openapi-spec.mdx) - Overview > Other [Gets the public IP list](https://launchdarkly.com/docs/api/other/get-ips.mdx) - Overview > Other [Identify the caller](https://launchdarkly.com/docs/api/other/get-caller-identity.mdx) - Overview > Other [Root resource](https://launchdarkly.com/docs/api/other/get-root.mdx) - Overview > AI Configs [Add AI models to the restricted list](https://launchdarkly.com/docs/api/ai-configs/post-restricted-models.mdx) - Overview > AI Configs [Create AI Config variation](https://launchdarkly.com/docs/api/ai-configs/post-ai-config-variation.mdx) - Overview > AI Configs [Create an AI model config](https://launchdarkly.com/docs/api/ai-configs/post-model-config.mdx) - Overview > AI Configs [Create an AI tool](https://launchdarkly.com/docs/api/ai-configs/post-ai-tool.mdx) - Overview > AI Configs [Create new agent graph](https://launchdarkly.com/docs/api/ai-configs/post-agent-graph.mdx) - Overview > AI Configs [Create new AI Config](https://launchdarkly.com/docs/api/ai-configs/post-ai-config.mdx) - Overview > AI Configs [Delete agent graph](https://launchdarkly.com/docs/api/ai-configs/delete-agent-graph.mdx) - Overview > AI Configs [Delete AI Config](https://launchdarkly.com/docs/api/ai-configs/delete-ai-config.mdx) - Overview > AI Configs [Delete AI Config variation](https://launchdarkly.com/docs/api/ai-configs/delete-ai-config-variation.mdx) - Overview > AI Configs [Delete AI tool](https://launchdarkly.com/docs/api/ai-configs/delete-ai-tool.mdx) - Overview > AI Configs [Delete an AI model config](https://launchdarkly.com/docs/api/ai-configs/delete-model-config.mdx) - Overview > AI Configs [Get agent graph](https://launchdarkly.com/docs/api/ai-configs/get-agent-graph.mdx) - Overview > AI Configs [Get AI Config](https://launchdarkly.com/docs/api/ai-configs/get-ai-config.mdx) - Overview > AI Configs [Get AI Config metrics](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-metrics.mdx) - Overview > AI Configs [Get AI Config metrics by variation](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-metrics-by-variation.mdx) - Overview > AI Configs [Get AI Config variation](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-variation.mdx) - Overview > AI Configs [Get AI model config](https://launchdarkly.com/docs/api/ai-configs/get-model-config.mdx) - Overview > AI Configs [Get AI tool](https://launchdarkly.com/docs/api/ai-configs/get-ai-tool.mdx) - Overview > AI Configs [List agent graphs](https://launchdarkly.com/docs/api/ai-configs/list-agent-graphs.mdx) - Overview > AI Configs [List AI Configs](https://launchdarkly.com/docs/api/ai-configs/get-ai-configs.mdx) - Overview > AI Configs [List AI model configs](https://launchdarkly.com/docs/api/ai-configs/list-model-configs.mdx) - Overview > AI Configs [List AI tool versions](https://launchdarkly.com/docs/api/ai-configs/list-ai-tool-versions.mdx) - Overview > AI Configs [List AI tools](https://launchdarkly.com/docs/api/ai-configs/list-ai-tools.mdx) - Overview > AI Configs [Remove AI models from the restricted list](https://launchdarkly.com/docs/api/ai-configs/delete-restricted-models.mdx) - Overview > AI Configs [Show an AI Config's targeting](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-targeting.mdx) - Overview > AI Configs [Update agent graph](https://launchdarkly.com/docs/api/ai-configs/patch-agent-graph.mdx) - Overview > AI Configs [Update AI Config](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config.mdx) - Overview > AI Configs [Update AI Config targeting](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config-targeting.mdx) - Overview > AI Configs [Update AI Config variation](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config-variation.mdx) - Overview > AI Configs [Update AI tool](https://launchdarkly.com/docs/api/ai-configs/patch-ai-tool.mdx) - Overview > Release Policies Beta [Create a release policy](https://launchdarkly.com/docs/api/release-policies-beta/post-release-policy.mdx) - Overview > Release Policies Beta [Delete a release policy](https://launchdarkly.com/docs/api/release-policies-beta/delete-release-policy.mdx) - Overview > Release Policies Beta [Get a release policy by key](https://launchdarkly.com/docs/api/release-policies-beta/get-release-policy.mdx) - Overview > Release Policies Beta [List release policies](https://launchdarkly.com/docs/api/release-policies-beta/get-release-policies.mdx) - Overview > Release Policies Beta [Update a release policy](https://launchdarkly.com/docs/api/release-policies-beta/put-release-policy.mdx) - Overview > Release Policies Beta [Update the order of existing release policies](https://launchdarkly.com/docs/api/release-policies-beta/post-release-policies-order.mdx) - Overview > Access Tokens [Create access token](https://launchdarkly.com/docs/api/access-tokens/post-token.mdx) - Overview > Access Tokens [Delete access token](https://launchdarkly.com/docs/api/access-tokens/delete-token.mdx) - Overview > Access Tokens [Get access token](https://launchdarkly.com/docs/api/access-tokens/get-token.mdx) - Overview > Access Tokens [List access tokens](https://launchdarkly.com/docs/api/access-tokens/get-tokens.mdx) - Overview > Access Tokens [Patch access token](https://launchdarkly.com/docs/api/access-tokens/patch-token.mdx) - Overview > Access Tokens [Reset access token](https://launchdarkly.com/docs/api/access-tokens/reset-token.mdx) - Overview > Account Members [Add a member to teams](https://launchdarkly.com/docs/api/account-members/post-member-teams.mdx) - Overview > Account Members [Delete account member](https://launchdarkly.com/docs/api/account-members/delete-member.mdx) - Overview > Account Members [Get account member](https://launchdarkly.com/docs/api/account-members/get-member.mdx) - Overview > Account Members [Invite new members](https://launchdarkly.com/docs/api/account-members/post-members.mdx) - Overview > Account Members [List account members](https://launchdarkly.com/docs/api/account-members/get-members.mdx) - Overview > Account Members [Modify account members](https://launchdarkly.com/docs/api/account-members/patch-members.mdx) - Overview > Account Members [Modify an account member](https://launchdarkly.com/docs/api/account-members/patch-member.mdx) - Overview > Account Usage Beta [Get contexts clientside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-clientside-usage.mdx) - Overview > Account Usage Beta [Get contexts serverside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-serverside-usage.mdx) - Overview > Account Usage Beta [Get contexts total usage](https://launchdarkly.com/docs/api/account-usage-beta/get-contexts-total-usage.mdx) - Overview > Account Usage Beta [Get data export events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-data-export-events-usage.mdx) - Overview > Account Usage Beta [Get evaluations usage](https://launchdarkly.com/docs/api/account-usage-beta/get-evaluations-usage.mdx) - Overview > Account Usage Beta [Get events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-events-usage.mdx) - Overview > Account Usage Beta [Get experimentation events usage](https://launchdarkly.com/docs/api/account-usage-beta/get-experimentation-events-usage.mdx) - Overview > Account Usage Beta [Get experimentation keys usage](https://launchdarkly.com/docs/api/account-usage-beta/get-experimentation-keys-usage.mdx) - Overview > Account Usage Beta [Get MAU clientside usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-clientside-usage.mdx) - Overview > Account Usage Beta [Get MAU SDKs by type](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-sdks-by-type.mdx) - Overview > Account Usage Beta [Get MAU total usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-total-usage.mdx) - Overview > Account Usage Beta [Get MAU usage](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-usage.mdx) - Overview > Account Usage Beta [Get MAU usage by category](https://launchdarkly.com/docs/api/account-usage-beta/get-mau-usage-by-category.mdx) - Overview > Account Usage Beta [Get observability errors usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-errors-usage.mdx) - Overview > Account Usage Beta [Get observability logs usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-logs-usage.mdx) - Overview > Account Usage Beta [Get observability sessions usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-sessions-usage.mdx) - Overview > Account Usage Beta [Get observability traces usage](https://launchdarkly.com/docs/api/account-usage-beta/get-observability-traces-usage.mdx) - Overview > Account Usage Beta [Get service connections usage](https://launchdarkly.com/docs/api/account-usage-beta/get-service-connections-usage.mdx) - Overview > Account Usage Beta [Get stream usage](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage.mdx) - Overview > Account Usage Beta [Get stream usage by SDK version](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage-by-sdk-version.mdx) - Overview > Account Usage Beta [Get stream usage SDK versions](https://launchdarkly.com/docs/api/account-usage-beta/get-stream-usage-sdkversion.mdx) - Overview > Announcements [Create an announcement](https://launchdarkly.com/docs/api/announcements/create-announcement-public.mdx) - Overview > Announcements [Delete an announcement](https://launchdarkly.com/docs/api/announcements/delete-announcement-public.mdx) - Overview > Announcements [Get announcements](https://launchdarkly.com/docs/api/announcements/get-announcements-public.mdx) - Overview > Announcements [Update an announcement](https://launchdarkly.com/docs/api/announcements/update-announcement-public.mdx) - Overview > Applications Beta [Delete application](https://launchdarkly.com/docs/api/applications-beta/delete-application.mdx) - Overview > Applications Beta [Delete application version](https://launchdarkly.com/docs/api/applications-beta/delete-application-version.mdx) - Overview > Applications Beta [Get application by key](https://launchdarkly.com/docs/api/applications-beta/get-application.mdx) - Overview > Applications Beta [Get application versions by application key](https://launchdarkly.com/docs/api/applications-beta/get-application-versions.mdx) - Overview > Applications Beta [Get applications](https://launchdarkly.com/docs/api/applications-beta/get-applications.mdx) - Overview > Applications Beta [Update application](https://launchdarkly.com/docs/api/applications-beta/patch-application.mdx) - Overview > Applications Beta [Update application version](https://launchdarkly.com/docs/api/applications-beta/patch-application-version.mdx) - Overview > Approvals [Apply approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request-apply.mdx) - Overview > Approvals [Apply approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-apply-for-flag.mdx) - Overview > Approvals [Create approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request.mdx) - Overview > Approvals [Create approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-for-flag.mdx) - Overview > Approvals [Create approval request to copy flag configurations across environments](https://launchdarkly.com/docs/api/approvals/post-flag-copy-config-approval-request.mdx) - Overview > Approvals [Delete approval request](https://launchdarkly.com/docs/api/approvals/delete-approval-request.mdx) - Overview > Approvals [Delete approval request for a flag](https://launchdarkly.com/docs/api/approvals/delete-approval-request-for-flag.mdx) - Overview > Approvals [Get approval request](https://launchdarkly.com/docs/api/approvals/get-approval-request.mdx) - Overview > Approvals [Get approval request for a flag](https://launchdarkly.com/docs/api/approvals/get-approval-for-flag.mdx) - Overview > Approvals [List approval requests](https://launchdarkly.com/docs/api/approvals/get-approval-requests.mdx) - Overview > Approvals [List approval requests for a flag](https://launchdarkly.com/docs/api/approvals/get-approvals-for-flag.mdx) - Overview > Approvals [Review approval request](https://launchdarkly.com/docs/api/approvals/post-approval-request-review.mdx) - Overview > Approvals [Review approval request for a flag](https://launchdarkly.com/docs/api/approvals/post-approval-request-review-for-flag.mdx) - Overview > Approvals Beta [Get approval request settings](https://launchdarkly.com/docs/api/approvals-beta/get-approval-request-settings.mdx) - Overview > Approvals Beta [Update approval request](https://launchdarkly.com/docs/api/approvals-beta/patch-approval-request.mdx) - Overview > Approvals Beta [Update approval request settings](https://launchdarkly.com/docs/api/approvals-beta/patch-approval-request-settings.mdx) - Overview > Approvals Beta [Update flag approval request](https://launchdarkly.com/docs/api/approvals-beta/patch-flag-config-approval-request.mdx) - Overview > Audit Log [Get audit log entry](https://launchdarkly.com/docs/api/audit-log/get-audit-log-entry.mdx) - Overview > Audit Log [List audit log entries](https://launchdarkly.com/docs/api/audit-log/get-audit-log-entries.mdx) - Overview > Audit Log [Search audit log entries](https://launchdarkly.com/docs/api/audit-log/post-audit-log-entries.mdx) - Overview > Code References [Create extinction](https://launchdarkly.com/docs/api/code-references/post-extinction.mdx) - Overview > Code References [Create repository](https://launchdarkly.com/docs/api/code-references/post-repository.mdx) - Overview > Code References [Delete branches](https://launchdarkly.com/docs/api/code-references/delete-branches.mdx) - Overview > Code References [Delete repository](https://launchdarkly.com/docs/api/code-references/delete-repository.mdx) - Overview > Code References [Get branch](https://launchdarkly.com/docs/api/code-references/get-branch.mdx) - Overview > Code References [Get code references statistics for flags](https://launchdarkly.com/docs/api/code-references/get-statistics.mdx) - Overview > Code References [Get links to code reference repositories for each project](https://launchdarkly.com/docs/api/code-references/get-root-statistic.mdx) - Overview > Code References [Get repository](https://launchdarkly.com/docs/api/code-references/get-repository.mdx) - Overview > Code References [List branches](https://launchdarkly.com/docs/api/code-references/get-branches.mdx) - Overview > Code References [List extinctions](https://launchdarkly.com/docs/api/code-references/get-extinctions.mdx) - Overview > Code References [List repositories](https://launchdarkly.com/docs/api/code-references/get-repositories.mdx) - Overview > Code References [Update repository](https://launchdarkly.com/docs/api/code-references/patch-repository.mdx) - Overview > Code References [Upsert branch](https://launchdarkly.com/docs/api/code-references/put-branch.mdx) - Overview > Contexts [Create or update context kind](https://launchdarkly.com/docs/api/contexts/put-context-kind.mdx) - Overview > Contexts [Delete context instances](https://launchdarkly.com/docs/api/contexts/delete-context-instances.mdx) - Overview > Contexts [Evaluate flags for context instance](https://launchdarkly.com/docs/api/contexts/evaluate-context-instance.mdx) - Overview > Contexts [Get context attribute names](https://launchdarkly.com/docs/api/contexts/get-context-attribute-names.mdx) - Overview > Contexts [Get context attribute values](https://launchdarkly.com/docs/api/contexts/get-context-attribute-values.mdx) - Overview > Contexts [Get context instances](https://launchdarkly.com/docs/api/contexts/get-context-instances.mdx) - Overview > Contexts [Get context kinds](https://launchdarkly.com/docs/api/contexts/get-context-kinds-by-project-key.mdx) - Overview > Contexts [Get contexts](https://launchdarkly.com/docs/api/contexts/get-contexts.mdx) - Overview > Contexts [Search for context instances](https://launchdarkly.com/docs/api/contexts/search-context-instances.mdx) - Overview > Contexts [Search for contexts](https://launchdarkly.com/docs/api/contexts/search-contexts.mdx) - Overview > Context Settings [Update flag settings for context](https://launchdarkly.com/docs/api/context-settings/put-context-flag-setting.mdx) - Overview > Custom Roles [Create custom role](https://launchdarkly.com/docs/api/custom-roles/post-custom-role.mdx) - Overview > Custom Roles [Delete custom role](https://launchdarkly.com/docs/api/custom-roles/delete-custom-role.mdx) - Overview > Custom Roles [Get custom role](https://launchdarkly.com/docs/api/custom-roles/get-custom-role.mdx) - Overview > Custom Roles [List custom roles](https://launchdarkly.com/docs/api/custom-roles/get-custom-roles.mdx) - Overview > Custom Roles [Update custom role](https://launchdarkly.com/docs/api/custom-roles/patch-custom-role.mdx) - Overview > Data Export Destinations [Create Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/post-destination.mdx) - Overview > Data Export Destinations [Delete Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/delete-destination.mdx) - Overview > Data Export Destinations [Generate Snowflake destination key pair](https://launchdarkly.com/docs/api/data-export-destinations/post-generate-warehouse-destination-key-pair.mdx) - Overview > Data Export Destinations [Generate trust policy](https://launchdarkly.com/docs/api/data-export-destinations/post-generate-trust-policy.mdx) - Overview > Data Export Destinations [Get destination](https://launchdarkly.com/docs/api/data-export-destinations/get-destination.mdx) - Overview > Data Export Destinations [List destinations](https://launchdarkly.com/docs/api/data-export-destinations/get-destinations.mdx) - Overview > Data Export Destinations [Update Data Export destination](https://launchdarkly.com/docs/api/data-export-destinations/patch-destination.mdx) - Overview > Environments [Create environment](https://launchdarkly.com/docs/api/environments/post-environment.mdx) - Overview > Environments [Delete environment](https://launchdarkly.com/docs/api/environments/delete-environment.mdx) - Overview > Environments [Get environment](https://launchdarkly.com/docs/api/environments/get-environment.mdx) - Overview > Environments [List environments](https://launchdarkly.com/docs/api/environments/get-environments-by-project.mdx) - Overview > Environments [Reset environment mobile SDK key](https://launchdarkly.com/docs/api/environments/reset-environment-mobile-key.mdx) - Overview > Environments [Reset environment SDK key](https://launchdarkly.com/docs/api/environments/reset-environment-sdk-key.mdx) - Overview > Environments [Update environment](https://launchdarkly.com/docs/api/environments/patch-environment.mdx) - Overview > Experiments [Create experiment](https://launchdarkly.com/docs/api/experiments/create-experiment.mdx) - Overview > Experiments [Create iteration](https://launchdarkly.com/docs/api/experiments/create-iteration.mdx) - Overview > Experiments [Get experiment](https://launchdarkly.com/docs/api/experiments/get-experiment.mdx) - Overview > Experiments [Get experimentation settings](https://launchdarkly.com/docs/api/experiments/get-experimentation-settings.mdx) - Overview > Experiments [Get experiments](https://launchdarkly.com/docs/api/experiments/get-experiments.mdx) - Overview > Experiments [Patch experiment](https://launchdarkly.com/docs/api/experiments/patch-experiment.mdx) - Overview > Experiments [Update experimentation settings](https://launchdarkly.com/docs/api/experiments/put-experimentation-settings.mdx) - Overview > Feature Flags [Copy feature flag](https://launchdarkly.com/docs/api/feature-flags/copy-feature-flag.mdx) - Overview > Feature Flags [Create a feature flag](https://launchdarkly.com/docs/api/feature-flags/post-feature-flag.mdx) - Overview > Feature Flags [Delete feature flag](https://launchdarkly.com/docs/api/feature-flags/delete-feature-flag.mdx) - Overview > Feature Flags [Get expiring context targets for feature flag](https://launchdarkly.com/docs/api/feature-flags/get-expiring-context-targets.mdx) - Overview > Feature Flags [Get expiring user targets for feature flag](https://launchdarkly.com/docs/api/feature-flags/get-expiring-user-targets.mdx) - Overview > Feature Flags [Get feature flag](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag.mdx) - Overview > Feature Flags [Get feature flag status](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-status.mdx) - Overview > Feature Flags [Get flag status across environments](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-status-across-environments.mdx) - Overview > Feature Flags [Get migration safety issues](https://launchdarkly.com/docs/api/feature-flags/post-migration-safety-issues.mdx) - Overview > Feature Flags [List feature flag statuses](https://launchdarkly.com/docs/api/feature-flags/get-feature-flag-statuses.mdx) - Overview > Feature Flags [List feature flags](https://launchdarkly.com/docs/api/feature-flags/get-feature-flags.mdx) - Overview > Feature Flags [Update expiring context targets on feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-expiring-targets.mdx) - Overview > Feature Flags [Update expiring user targets on feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-expiring-user-targets.mdx) - Overview > Feature Flags [Update feature flag](https://launchdarkly.com/docs/api/feature-flags/patch-feature-flag.mdx) - Overview > Feature Flags Beta [List dependent feature flags](https://launchdarkly.com/docs/api/feature-flags-beta/get-dependent-flags.mdx) - Overview > Feature Flags Beta [List dependent feature flags by environment](https://launchdarkly.com/docs/api/feature-flags-beta/get-dependent-flags-by-env.mdx) - Overview > Flag Import Configurations Beta [Create a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/create-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [Delete a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/delete-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [Get a single flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/get-flag-import-configuration.mdx) - Overview > Flag Import Configurations Beta [List all flag import configurations](https://launchdarkly.com/docs/api/flag-import-configurations-beta/get-flag-import-configurations.mdx) - Overview > Flag Import Configurations Beta [Trigger a single flag import run](https://launchdarkly.com/docs/api/flag-import-configurations-beta/trigger-flag-import-job.mdx) - Overview > Flag Import Configurations Beta [Update a flag import configuration](https://launchdarkly.com/docs/api/flag-import-configurations-beta/patch-flag-import-configuration.mdx) - Overview > Flag Links Beta [Create flag link](https://launchdarkly.com/docs/api/flag-links-beta/create-flag-link.mdx) - Overview > Flag Links Beta [Delete flag link](https://launchdarkly.com/docs/api/flag-links-beta/delete-flag-link.mdx) - Overview > Flag Links Beta [List flag links](https://launchdarkly.com/docs/api/flag-links-beta/get-flag-links.mdx) - Overview > Flag Links Beta [Update flag link](https://launchdarkly.com/docs/api/flag-links-beta/update-flag-link.mdx) - Overview > Flag Triggers [Create flag trigger](https://launchdarkly.com/docs/api/flag-triggers/create-trigger-workflow.mdx) - Overview > Flag Triggers [Delete flag trigger](https://launchdarkly.com/docs/api/flag-triggers/delete-trigger-workflow.mdx) - Overview > Flag Triggers [Get flag trigger by ID](https://launchdarkly.com/docs/api/flag-triggers/get-trigger-workflow-by-id.mdx) - Overview > Flag Triggers [List flag triggers](https://launchdarkly.com/docs/api/flag-triggers/get-trigger-workflows.mdx) - Overview > Flag Triggers [Update flag trigger](https://launchdarkly.com/docs/api/flag-triggers/patch-trigger-workflow.mdx) - Overview > Follow Flags [Add a member as a follower of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/put-flag-follower.mdx) - Overview > Follow Flags [Get followers of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/get-flag-followers.mdx) - Overview > Follow Flags [Get followers of all flags in a given project and environment](https://launchdarkly.com/docs/api/follow-flags/get-followers-by-proj-env.mdx) - Overview > Follow Flags [Remove a member as a follower of a flag in a project and environment](https://launchdarkly.com/docs/api/follow-flags/delete-flag-follower.mdx) - Overview > Holdouts Beta [Create holdout](https://launchdarkly.com/docs/api/holdouts-beta/post-holdout.mdx) - Overview > Holdouts Beta [Get all holdouts](https://launchdarkly.com/docs/api/holdouts-beta/get-all-holdouts.mdx) - Overview > Holdouts Beta [Get holdout](https://launchdarkly.com/docs/api/holdouts-beta/get-holdout.mdx) - Overview > Holdouts Beta [Get Holdout by Id](https://launchdarkly.com/docs/api/holdouts-beta/get-holdout-by-id.mdx) - Overview > Holdouts Beta [Patch holdout](https://launchdarkly.com/docs/api/holdouts-beta/patch-holdout.mdx) - Overview > Insights Charts Beta [Get deployment frequency chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-deployment-frequency-chart.mdx) - Overview > Insights Charts Beta [Get flag status chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-flag-status-chart.mdx) - Overview > Insights Charts Beta [Get lead time chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-lead-time-chart.mdx) - Overview > Insights Charts Beta [Get release frequency chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-release-frequency-chart.mdx) - Overview > Insights Charts Beta [Get stale flags chart data](https://launchdarkly.com/docs/api/insights-charts-beta/get-stale-flags-chart.mdx) - Overview > Insights Deployments Beta [Create deployment event](https://launchdarkly.com/docs/api/insights-deployments-beta/create-deployment-event.mdx) - Overview > Insights Deployments Beta [Get deployment](https://launchdarkly.com/docs/api/insights-deployments-beta/get-deployment.mdx) - Overview > Insights Deployments Beta [List deployments](https://launchdarkly.com/docs/api/insights-deployments-beta/get-deployments.mdx) - Overview > Insights Deployments Beta [Update deployment](https://launchdarkly.com/docs/api/insights-deployments-beta/update-deployment.mdx) - Overview > Insights Flag Events Beta [List flag events](https://launchdarkly.com/docs/api/insights-flag-events-beta/get-flag-events.mdx) - Overview > Insights Pull Requests Beta [List pull requests](https://launchdarkly.com/docs/api/insights-pull-requests-beta/get-pull-requests.mdx) - Overview > Insights Repositories Beta [Associate repositories with projects](https://launchdarkly.com/docs/api/insights-repositories-beta/associate-repositories-and-projects.mdx) - Overview > Insights Repositories Beta [List repositories](https://launchdarkly.com/docs/api/insights-repositories-beta/get-insights-repositories.mdx) - Overview > Insights Repositories Beta [Remove repository project association](https://launchdarkly.com/docs/api/insights-repositories-beta/delete-repository-project.mdx) - Overview > Insights Scores Beta [Create insight group](https://launchdarkly.com/docs/api/insights-scores-beta/create-insight-group.mdx) - Overview > Insights Scores Beta [Delete insight group](https://launchdarkly.com/docs/api/insights-scores-beta/delete-insight-group.mdx) - Overview > Insights Scores Beta [Get insight group](https://launchdarkly.com/docs/api/insights-scores-beta/get-insight-group.mdx) - Overview > Insights Scores Beta [Get insight scores](https://launchdarkly.com/docs/api/insights-scores-beta/get-insights-scores.mdx) - Overview > Insights Scores Beta [List insight groups](https://launchdarkly.com/docs/api/insights-scores-beta/get-insight-groups.mdx) - Overview > Insights Scores Beta [Patch insight group](https://launchdarkly.com/docs/api/insights-scores-beta/patch-insight-group.mdx) - Overview > Integration Audit Log Subscriptions [Create audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/create-subscription.mdx) - Overview > Integration Audit Log Subscriptions [Delete audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/delete-subscription.mdx) - Overview > Integration Audit Log Subscriptions [Get audit log subscription by ID](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/get-subscription-by-id.mdx) - Overview > Integration Audit Log Subscriptions [Get audit log subscriptions by integration](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/get-subscriptions.mdx) - Overview > Integration Audit Log Subscriptions [Update audit log subscription](https://launchdarkly.com/docs/api/integration-audit-log-subscriptions/update-subscription.mdx) - Overview > Integration Delivery Configurations Beta [Create delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/create-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Delete delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/delete-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Get delivery configuration by ID](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-id.mdx) - Overview > Integration Delivery Configurations Beta [Get delivery configurations by environment](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configuration-by-environment.mdx) - Overview > Integration Delivery Configurations Beta [List all delivery configurations](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/get-integration-delivery-configurations.mdx) - Overview > Integration Delivery Configurations Beta [Update delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/patch-integration-delivery-configuration.mdx) - Overview > Integration Delivery Configurations Beta [Validate delivery configuration](https://launchdarkly.com/docs/api/integration-delivery-configurations-beta/validate-integration-delivery-configuration.mdx) - Overview > Integrations Beta [Create integration configuration](https://launchdarkly.com/docs/api/integrations-beta/create-integration-configuration.mdx) - Overview > Integrations Beta [Delete integration configuration](https://launchdarkly.com/docs/api/integrations-beta/delete-integration-configuration.mdx) - Overview > Integrations Beta [Get all configurations for the integration](https://launchdarkly.com/docs/api/integrations-beta/get-all-integration-configurations.mdx) - Overview > Integrations Beta [Get an integration configuration](https://launchdarkly.com/docs/api/integrations-beta/get-integration-configuration.mdx) - Overview > Integrations Beta [Update integration configuration](https://launchdarkly.com/docs/api/integrations-beta/update-integration-configuration.mdx) - Overview > Layers [Create layer](https://launchdarkly.com/docs/api/layers/create-layer.mdx) - Overview > Layers [Get layers](https://launchdarkly.com/docs/api/layers/get-layers.mdx) - Overview > Layers [Update layer](https://launchdarkly.com/docs/api/layers/update-layer.mdx) - Overview > Metrics [Create metric](https://launchdarkly.com/docs/api/metrics/post-metric.mdx) - Overview > Metrics [Delete metric](https://launchdarkly.com/docs/api/metrics/delete-metric.mdx) - Overview > Metrics [Get metric](https://launchdarkly.com/docs/api/metrics/get-metric.mdx) - Overview > Metrics [List metrics](https://launchdarkly.com/docs/api/metrics/get-metrics.mdx) - Overview > Metrics [Update metric](https://launchdarkly.com/docs/api/metrics/patch-metric.mdx) - Overview > Metrics Beta [Create metric group](https://launchdarkly.com/docs/api/metrics-beta/create-metric-group.mdx) - Overview > Metrics Beta [Delete metric group](https://launchdarkly.com/docs/api/metrics-beta/delete-metric-group.mdx) - Overview > Metrics Beta [Get metric group](https://launchdarkly.com/docs/api/metrics-beta/get-metric-group.mdx) - Overview > Metrics Beta [List metric groups](https://launchdarkly.com/docs/api/metrics-beta/get-metric-groups.mdx) - Overview > Metrics Beta [Patch metric group](https://launchdarkly.com/docs/api/metrics-beta/patch-metric-group.mdx) - Overview > O Auth2clients [Create a LaunchDarkly OAuth 2.0 client](https://launchdarkly.com/docs/api/o-auth-2-clients/create-o-auth-2-client.mdx) - Overview > O Auth2clients [Delete OAuth 2.0 client](https://launchdarkly.com/docs/api/o-auth-2-clients/delete-o-auth-client.mdx) - Overview > O Auth2clients [Get client by ID](https://launchdarkly.com/docs/api/o-auth-2-clients/get-o-auth-client-by-id.mdx) - Overview > O Auth2clients [Get clients](https://launchdarkly.com/docs/api/o-auth-2-clients/get-o-auth-clients.mdx) - Overview > O Auth2clients [Patch client by ID](https://launchdarkly.com/docs/api/o-auth-2-clients/patch-o-auth-client.mdx) - Overview > Persistent Store Integrations Beta [Create big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/create-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [Delete big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/delete-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [Get big segment store integration by ID](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/get-big-segment-store-integration.mdx) - Overview > Persistent Store Integrations Beta [List all big segment store integrations](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/get-big-segment-store-integrations.mdx) - Overview > Persistent Store Integrations Beta [Update big segment store integration](https://launchdarkly.com/docs/api/persistent-store-integrations-beta/patch-big-segment-store-integration.mdx) - Overview > Projects [Create or update flag defaults for project](https://launchdarkly.com/docs/api/projects/put-flag-defaults-by-project.mdx) - Overview > Projects [Create project](https://launchdarkly.com/docs/api/projects/post-project.mdx) - Overview > Projects [Delete project](https://launchdarkly.com/docs/api/projects/delete-project.mdx) - Overview > Projects [Get flag defaults for project](https://launchdarkly.com/docs/api/projects/get-flag-defaults-by-project.mdx) - Overview > Projects [Get project](https://launchdarkly.com/docs/api/projects/get-project.mdx) - Overview > Projects [List projects](https://launchdarkly.com/docs/api/projects/get-projects.mdx) - Overview > Projects [Update flag default for project](https://launchdarkly.com/docs/api/projects/patch-flag-defaults-by-project.mdx) - Overview > Projects [Update project](https://launchdarkly.com/docs/api/projects/patch-project.mdx) - Overview > Relay Proxy Configurations [Create a new Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/post-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Delete Relay Proxy config by ID](https://launchdarkly.com/docs/api/relay-proxy-configurations/delete-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Get Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/get-relay-proxy-config.mdx) - Overview > Relay Proxy Configurations [List Relay Proxy configs](https://launchdarkly.com/docs/api/relay-proxy-configurations/get-relay-proxy-configs.mdx) - Overview > Relay Proxy Configurations [Reset Relay Proxy configuration key](https://launchdarkly.com/docs/api/relay-proxy-configurations/reset-relay-auto-config.mdx) - Overview > Relay Proxy Configurations [Update a Relay Proxy config](https://launchdarkly.com/docs/api/relay-proxy-configurations/patch-relay-auto-config.mdx) - Overview > Release Pipelines Beta [Create a release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/post-release-pipeline.mdx) - Overview > Release Pipelines Beta [Delete release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/delete-release-pipeline.mdx) - Overview > Release Pipelines Beta [Get all release pipelines](https://launchdarkly.com/docs/api/release-pipelines-beta/get-all-release-pipelines.mdx) - Overview > Release Pipelines Beta [Get release pipeline by key](https://launchdarkly.com/docs/api/release-pipelines-beta/get-release-pipeline-by-key.mdx) - Overview > Release Pipelines Beta [Get release progressions for release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/get-all-release-progressions-for-release-pipeline.mdx) - Overview > Release Pipelines Beta [Update a release pipeline](https://launchdarkly.com/docs/api/release-pipelines-beta/put-release-pipeline.mdx) - Overview > Releases Beta [Create a new release for flag](https://launchdarkly.com/docs/api/releases-beta/create-release-for-flag.mdx) - Overview > Releases Beta [Delete a release for flag](https://launchdarkly.com/docs/api/releases-beta/delete-release-by-flag-key.mdx) - Overview > Releases Beta [Get release for flag](https://launchdarkly.com/docs/api/releases-beta/get-release-by-flag-key.mdx) - Overview > Releases Beta [Patch release for flag](https://launchdarkly.com/docs/api/releases-beta/patch-release-by-flag-key.mdx) - Overview > Releases Beta [Update phase status for release](https://launchdarkly.com/docs/api/releases-beta/update-phase-status.mdx) - Overview > Scheduled Changes [Create scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/post-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Delete scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/delete-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Get a scheduled change](https://launchdarkly.com/docs/api/scheduled-changes/get-feature-flag-scheduled-change.mdx) - Overview > Scheduled Changes [List scheduled changes](https://launchdarkly.com/docs/api/scheduled-changes/get-flag-config-scheduled-changes.mdx) - Overview > Scheduled Changes [Update scheduled changes workflow](https://launchdarkly.com/docs/api/scheduled-changes/patch-flag-config-scheduled-change.mdx) - Overview > Segments [Create big segment export](https://launchdarkly.com/docs/api/segments/create-big-segment-export.mdx) - Overview > Segments [Create big segment import](https://launchdarkly.com/docs/api/segments/create-big-segment-import.mdx) - Overview > Segments [Create segment](https://launchdarkly.com/docs/api/segments/post-segment.mdx) - Overview > Segments [Delete segment](https://launchdarkly.com/docs/api/segments/delete-segment.mdx) - Overview > Segments [Get big segment export](https://launchdarkly.com/docs/api/segments/get-big-segment-export.mdx) - Overview > Segments [Get big segment import](https://launchdarkly.com/docs/api/segments/get-big-segment-import.mdx) - Overview > Segments [Get big segment membership for context](https://launchdarkly.com/docs/api/segments/get-segment-membership-for-context.mdx) - Overview > Segments [Get big segment membership for user](https://launchdarkly.com/docs/api/segments/get-segment-membership-for-user.mdx) - Overview > Segments [Get expiring targets for segment](https://launchdarkly.com/docs/api/segments/get-expiring-targets-for-segment.mdx) - Overview > Segments [Get expiring user targets for segment](https://launchdarkly.com/docs/api/segments/get-expiring-user-targets-for-segment.mdx) - Overview > Segments [Get segment](https://launchdarkly.com/docs/api/segments/get-segment.mdx) - Overview > Segments [List segment memberships for context instance](https://launchdarkly.com/docs/api/segments/get-context-instance-segments-membership-by-env.mdx) - Overview > Segments [List segments](https://launchdarkly.com/docs/api/segments/get-segments.mdx) - Overview > Segments [Patch segment](https://launchdarkly.com/docs/api/segments/patch-segment.mdx) - Overview > Segments [Update context targets on a big segment](https://launchdarkly.com/docs/api/segments/update-big-segment-context-targets.mdx) - Overview > Segments [Update expiring targets for segment](https://launchdarkly.com/docs/api/segments/patch-expiring-targets-for-segment.mdx) - Overview > Segments [Update expiring user targets for segment](https://launchdarkly.com/docs/api/segments/patch-expiring-user-targets-for-segment.mdx) - Overview > Segments [Update user context targets on a big segment](https://launchdarkly.com/docs/api/segments/update-big-segment-targets.mdx) - Overview > Tags [List tags](https://launchdarkly.com/docs/api/tags/get-tags.mdx) - Overview > Teams [Add multiple members to team](https://launchdarkly.com/docs/api/teams/post-team-members.mdx) - Overview > Teams [Create team](https://launchdarkly.com/docs/api/teams/post-team.mdx) - Overview > Teams [Delete team](https://launchdarkly.com/docs/api/teams/delete-team.mdx) - Overview > Teams [Get team](https://launchdarkly.com/docs/api/teams/get-team.mdx) - Overview > Teams [Get team custom roles](https://launchdarkly.com/docs/api/teams/get-team-roles.mdx) - Overview > Teams [Get team maintainers](https://launchdarkly.com/docs/api/teams/get-team-maintainers.mdx) - Overview > Teams [List teams](https://launchdarkly.com/docs/api/teams/get-teams.mdx) - Overview > Teams [Update team](https://launchdarkly.com/docs/api/teams/patch-team.mdx) - Overview > Teams Beta [Update teams](https://launchdarkly.com/docs/api/teams-beta/patch-teams.mdx) - Overview > Users [Delete user](https://launchdarkly.com/docs/api/users/delete-user.mdx) - Overview > Users [Find users](https://launchdarkly.com/docs/api/users/get-search-users.mdx) - Overview > Users [Get user](https://launchdarkly.com/docs/api/users/get-user.mdx) - Overview > Users [List users](https://launchdarkly.com/docs/api/users/get-users.mdx) - Overview > Users Beta [Get user attribute names](https://launchdarkly.com/docs/api/users-beta/get-user-attribute-names.mdx) - Overview > User Settings [Get expiring dates on flags for user](https://launchdarkly.com/docs/api/user-settings/get-expiring-flags-for-user.mdx) - Overview > User Settings [Get flag setting for user](https://launchdarkly.com/docs/api/user-settings/get-user-flag-setting.mdx) - Overview > User Settings [List flag settings for user](https://launchdarkly.com/docs/api/user-settings/get-user-flag-settings.mdx) - Overview > User Settings [Update expiring user target for flags](https://launchdarkly.com/docs/api/user-settings/patch-expiring-flags-for-user.mdx) - Overview > User Settings [Update flag settings for user](https://launchdarkly.com/docs/api/user-settings/put-flag-setting.mdx) - Overview > Views Beta [Create view](https://launchdarkly.com/docs/api/views-beta/create-view.mdx) - Overview > Views Beta [Delete view](https://launchdarkly.com/docs/api/views-beta/delete-view.mdx) - Overview > Views Beta [Get linked resources](https://launchdarkly.com/docs/api/views-beta/get-linked-resources.mdx) - Overview > Views Beta [Get linked views for a given resource](https://launchdarkly.com/docs/api/views-beta/get-linked-views.mdx) - Overview > Views Beta [Get view](https://launchdarkly.com/docs/api/views-beta/get-view.mdx) - Overview > Views Beta [Link resource](https://launchdarkly.com/docs/api/views-beta/link-resource.mdx) - Overview > Views Beta [List views](https://launchdarkly.com/docs/api/views-beta/get-views.mdx) - Overview > Views Beta [Unlink resource](https://launchdarkly.com/docs/api/views-beta/unlink-resource.mdx) - Overview > Views Beta [Update view](https://launchdarkly.com/docs/api/views-beta/update-view.mdx) - Overview > Webhooks [Creates a webhook](https://launchdarkly.com/docs/api/webhooks/post-webhook.mdx) - Overview > Webhooks [Delete webhook](https://launchdarkly.com/docs/api/webhooks/delete-webhook.mdx) - Overview > Webhooks [Get webhook](https://launchdarkly.com/docs/api/webhooks/get-webhook.mdx) - Overview > Webhooks [List webhooks](https://launchdarkly.com/docs/api/webhooks/get-all-webhooks.mdx) - Overview > Webhooks [Update webhook](https://launchdarkly.com/docs/api/webhooks/patch-webhook.mdx) - Overview > Workflows [Create workflow](https://launchdarkly.com/docs/api/workflows/post-workflow.mdx) - Overview > Workflows [Delete workflow](https://launchdarkly.com/docs/api/workflows/delete-workflow.mdx) - Overview > Workflows [Get custom workflow](https://launchdarkly.com/docs/api/workflows/get-custom-workflow.mdx) - Overview > Workflows [Get workflows](https://launchdarkly.com/docs/api/workflows/get-workflows.mdx) - Overview > Workflow Templates [Create workflow template](https://launchdarkly.com/docs/api/workflow-templates/create-workflow-template.mdx) - Overview > Workflow Templates [Delete workflow template](https://launchdarkly.com/docs/api/workflow-templates/delete-workflow-template.mdx) - Overview > Workflow Templates [Get workflow templates](https://launchdarkly.com/docs/api/workflow-templates/get-workflow-templates.mdx) - Overview > Other [Get version information](https://launchdarkly.com/docs/api/other/get-versions.mdx) - Overview > Other [Gets the OpenAPI spec in json](https://launchdarkly.com/docs/api/other/get-openapi-spec.mdx) - Overview > Other [Gets the public IP list](https://launchdarkly.com/docs/api/other/get-ips.mdx) - Overview > Other [Identify the caller](https://launchdarkly.com/docs/api/other/get-caller-identity.mdx) - Overview > Other [Root resource](https://launchdarkly.com/docs/api/other/get-root.mdx) - Overview > AI Configs [Add AI models to the restricted list](https://launchdarkly.com/docs/api/ai-configs/post-restricted-models.mdx) - Overview > AI Configs [Create AI Config variation](https://launchdarkly.com/docs/api/ai-configs/post-ai-config-variation.mdx) - Overview > AI Configs [Create an AI model config](https://launchdarkly.com/docs/api/ai-configs/post-model-config.mdx) - Overview > AI Configs [Create an AI tool](https://launchdarkly.com/docs/api/ai-configs/post-ai-tool.mdx) - Overview > AI Configs [Create new agent graph](https://launchdarkly.com/docs/api/ai-configs/post-agent-graph.mdx) - Overview > AI Configs [Create new AI Config](https://launchdarkly.com/docs/api/ai-configs/post-ai-config.mdx) - Overview > AI Configs [Delete agent graph](https://launchdarkly.com/docs/api/ai-configs/delete-agent-graph.mdx) - Overview > AI Configs [Delete AI Config](https://launchdarkly.com/docs/api/ai-configs/delete-ai-config.mdx) - Overview > AI Configs [Delete AI Config variation](https://launchdarkly.com/docs/api/ai-configs/delete-ai-config-variation.mdx) - Overview > AI Configs [Delete AI tool](https://launchdarkly.com/docs/api/ai-configs/delete-ai-tool.mdx) - Overview > AI Configs [Delete an AI model config](https://launchdarkly.com/docs/api/ai-configs/delete-model-config.mdx) - Overview > AI Configs [Get agent graph](https://launchdarkly.com/docs/api/ai-configs/get-agent-graph.mdx) - Overview > AI Configs [Get AI Config](https://launchdarkly.com/docs/api/ai-configs/get-ai-config.mdx) - Overview > AI Configs [Get AI Config metrics](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-metrics.mdx) - Overview > AI Configs [Get AI Config metrics by variation](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-metrics-by-variation.mdx) - Overview > AI Configs [Get AI Config variation](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-variation.mdx) - Overview > AI Configs [Get AI model config](https://launchdarkly.com/docs/api/ai-configs/get-model-config.mdx) - Overview > AI Configs [Get AI tool](https://launchdarkly.com/docs/api/ai-configs/get-ai-tool.mdx) - Overview > AI Configs [List agent graphs](https://launchdarkly.com/docs/api/ai-configs/list-agent-graphs.mdx) - Overview > AI Configs [List AI Configs](https://launchdarkly.com/docs/api/ai-configs/get-ai-configs.mdx) - Overview > AI Configs [List AI model configs](https://launchdarkly.com/docs/api/ai-configs/list-model-configs.mdx) - Overview > AI Configs [List AI tool versions](https://launchdarkly.com/docs/api/ai-configs/list-ai-tool-versions.mdx) - Overview > AI Configs [List AI tools](https://launchdarkly.com/docs/api/ai-configs/list-ai-tools.mdx) - Overview > AI Configs [Remove AI models from the restricted list](https://launchdarkly.com/docs/api/ai-configs/delete-restricted-models.mdx) - Overview > AI Configs [Show an AI Config's targeting](https://launchdarkly.com/docs/api/ai-configs/get-ai-config-targeting.mdx) - Overview > AI Configs [Update agent graph](https://launchdarkly.com/docs/api/ai-configs/patch-agent-graph.mdx) - Overview > AI Configs [Update AI Config](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config.mdx) - Overview > AI Configs [Update AI Config targeting](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config-targeting.mdx) - Overview > AI Configs [Update AI Config variation](https://launchdarkly.com/docs/api/ai-configs/patch-ai-config-variation.mdx) - Overview > AI Configs [Update AI tool](https://launchdarkly.com/docs/api/ai-configs/patch-ai-tool.mdx) - Overview > Release Policies Beta [Create a release policy](https://launchdarkly.com/docs/api/release-policies-beta/post-release-policy.mdx) - Overview > Release Policies Beta [Delete a release policy](https://launchdarkly.com/docs/api/release-policies-beta/delete-release-policy.mdx) - Overview > Release Policies Beta [Get a release policy by key](https://launchdarkly.com/docs/api/release-policies-beta/get-release-policy.mdx) - Overview > Release Policies Beta [List release policies](https://launchdarkly.com/docs/api/release-policies-beta/get-release-policies.mdx) - Overview > Release Policies Beta [Update a release policy](https://launchdarkly.com/docs/api/release-policies-beta/put-release-policy.mdx) - Overview > Release Policies Beta [Update the order of existing release policies](https://launchdarkly.com/docs/api/release-policies-beta/post-release-policies-order.mdx)