For AI agents: a documentation index is available at the root level at /llms.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
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  • Get started
    • Overview
    • Onboarding
    • Get started
      • Developer tools
        • LaunchDarkly CLI
        • LaunchDarkly MCP server
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        • LaunchDarkly agent skills
        • Vega
        • IDE connectors and agents
          • IntelliJ IDEA
          • LaunchDarkly extension for GitHub Copilot
          • Visual Studio Code (VSCode)
          • Flag cleanup custom agent for GitHub Copilot
      • Setting up an SDK
      • Joining an account
      • Using feature management
      • Getting started in different roles
    • Launch Insights
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  • AgentControl
    • AgentControl
    • Agent optimization
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  • Feature flags
    • Create flags
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    • Code references
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    • Release management tools
    • Applications and app versions
    • Change history
    • Restoring previous flag versions
  • Observability
    • Observability
    • Session replay
    • Error monitoring
    • Logs
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    • Product analytics events
    • LLM observability
    • Alerts
    • Dashboards
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    • Vega for auto-remediation
    • Search specification
    • Observability settings
    • Observability integrations
  • Experimentation
    • Experimentation
    • Experiment metric types
    • Experiment configuration
    • Managing experiments
    • Analyzing experiments
    • Multi-armed bandits
    • Holdouts
  • Metrics and events
    • Metrics in LaunchDarkly
    • Creating metrics
    • Metric groups
    • Events
    • Autogenerated metrics
  • Warehouse native
    • Warehouse native metrics
    • Setting up external warehouses
    • Creating experiments using warehouse native metrics
  • Infrastructure
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    • Tags
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    • Account security
    • Feature previews
    • Billing and usage
    • Changelog
  • Overview
  • Onboarding
  • Set up .NET (server-side) SDK
  • Set up Android SDK
  • Set up Go SDK
  • Set up iOS SDK
  • Set up Java (server-side) SDK
  • Set up JavaScript SDK
  • Set up Node.js (client-side) SDK
  • Set up Node.js (server-side) SDK
  • Set up Python SDK
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  • Get started
  • Developer tools
  • LaunchDarkly CLI
  • LaunchDarkly CLI commands
  • LaunchDarkly MCP server
  • LaunchDarkly hosted MCP server
  • LaunchDarkly local MCP server
  • LaunchDarkly developer toolbar
  • Setting up the LaunchDarkly developer toolbar
  • Using the LaunchDarkly developer toolbar
  • LaunchDarkly agent skills
  • Vega
  • Connecting Vega to GitHub
  • Using Vega in Slack
  • IDE connectors and agents
  • IntelliJ IDEA
  • LaunchDarkly extension for GitHub Copilot
  • Visual Studio Code (VSCode)
  • Flag cleanup custom agent for GitHub Copilot
  • Setting up an SDK
  • Joining an account
  • Logging in with SSO
  • Using feature management
  • Getting started in different roles
  • Launch Insights
  • LaunchDarkly architecture
  • LaunchDarkly vocabulary
  • AgentControl
  • Quickstart for AgentControl
  • Create configs
  • Create and manage config variations
  • Create and manage AI model configurations
  • Tools
  • Prompt snippets
  • Playgrounds
  • Offline evaluations
  • Datasets
  • Online evaluations
  • Judges
  • Run experiments with AgentControl
  • Agents
  • Agent graphs
  • Config targeting
  • Monitor config performance
  • Understand AI impact with AI Insights
  • The trends explorer
  • Manually instrument LLM spans
  • Agent optimization
  • Optimization SDK quickstart
  • Performing optimization runs
  • Optimization runs without a config
  • Expected output mode
  • Using tools in agent optimization
  • Other framework examples for agent optimization
  • OptimizationContext reference
  • Manage AgentControl
  • Compare config variation versions
  • AgentControl and information privacy
  • Configure token limits
  • Create flags
  • Creating new flags
  • Flag types
  • Turning flags on and off
  • Creating flag variations
  • Cloning existing flags
  • Importing flags
  • Flag settings
  • Target with flags
  • Targeting rules
  • Manage targeting rules
  • Individual targeting
  • Bulk targeting
  • Mobile targeting
  • Custom rules
  • JSON targeting
  • Converting rules into segments
  • Testing changes to flag targeting
  • Flag templates
  • Custom flags
  • Release flags
  • Kill switch flags
  • Experiment flags
  • Migration flags
  • Creating migration flags
  • Targeting with migration flags
  • Migration flag metrics
  • Manage flags
  • The Flags list
  • Flag links
  • Comparing and copying flag settings
  • Viewing flags across environments
  • Deprecating flags
  • Archiving flags
  • Deleting flags
  • Flag prerequisites
  • The off variation
  • The default rule
  • Flag statuses and lifecycle stages
  • Flag lifecycle settings
  • Project-level flag settings
  • Vega for flag cleanup
  • Code references
  • Bitbucket code references
  • CircleCI code references
  • Custom configuration with ld-find-code-refs
  • GitHub code references
  • GitLab code references
  • Contexts
  • An introduction to contexts
  • The Contexts list
  • Filtering the Contexts list
  • The context details page
  • Context instances
  • Context kinds
  • Viewing context kinds
  • Creating and editing context kinds
  • Archiving context kinds
  • Context attributes
  • Built-in attributes
  • Custom attributes
  • Using private context attributes
  • Multi-contexts
  • Anonymous contexts
  • Segments
  • Creating segments
  • Targeting contexts in rule-based and smaller list-based segments
  • Targeting contexts in larger list-based segments
  • Targeting segments
  • Managing segments
  • Segment types
  • Segments synced from external tools
  • Syncing segments with Amplitude cohorts
  • Syncing segments with Fivetran (formerly Census)
  • Syncing segments with Heap
  • Syncing segments with Hightouch
  • Syncing segments with RudderStack Audiences
  • Syncing segments with Tealium Audiences
  • Syncing segments with Twilio Segment Audiences
  • Syncing segments with Zeotap
  • SDK and integration configuration for segments
  • Releasing features with LaunchDarkly
  • Release policies
  • Health checks for releases
  • Percentage rollouts
  • Percentage rollouts by context attribute
  • Progressive rollouts
  • Creating and managing progressive rollouts
  • Progressive rollout health checks
  • Guarded rollouts
  • Regression detection
  • Creating guarded rollouts
  • Setting up contexts for guarded rollouts
  • Guarded rollout health checks
  • Managing guarded rollouts
  • Troubleshoot guarded rollout errors
  • Feature monitoring
  • Flag evaluations
  • Flag audiences
  • Live events
  • Collecting user feedback
  • Release pipelines
  • Creating release pipelines
  • Adding and removing flags from release pipelines
  • Managing release pipelines
  • Deleting release pipelines
  • Engineering insights
  • Get started with engineering insights
  • Send deployment information
  • Install the GitHub app
  • Set up code references
  • Applications in Engineering insights
  • Project overview
  • Project metrics
  • Deployments
  • Releases
  • Lead time
  • Flag health
  • Experimentation rate
  • Release management tools
  • Approvals
  • Requesting approvals
  • Reviewing approval requests
  • Deleting approval requests
  • Approval request settings
  • Configuring approvals for an environment
  • Flag triggers
  • Creating flag triggers
  • Managing flag triggers
  • Required comments
  • Required confirmation
  • Scheduled flag changes
  • Creating scheduled flag changes
  • Managing scheduled flag changes
  • Workflows
  • Creating workflows
  • Deleting workflows
  • Workflow templates
  • Applications and app versions
  • Applications
  • Application versions
  • Change history
  • Restoring previous flag versions
  • Observability
  • Session replay
  • Error monitoring
  • Logs
  • Traces
  • Observability metrics
  • Product analytics events
  • LLM observability
  • Alerts
  • Dashboards
  • Creating custom dashboards
  • Service map
  • Vega for auto-remediation
  • Search specification
  • Observability settings
  • Observability integrations
  • AWS CloudWatch Metrics
  • AWS FireLens
  • Azure Monitor
  • Datadog Agent ingestion
  • Fluent Bit
  • Syslog log drain
  • Vercel
  • Experimentation
  • Experimentation prerequisites
  • Quickstart for Experimentation
  • Experimentation and metric events
  • Experiment metric types
  • Experiment configuration
  • Creating experiments
  • Allocating experiment audiences
  • Randomization units
  • Traffic reshuffling
  • Mutually exclusive experiments
  • Managing experiments
  • Experiment health checks
  • Validate experiment exposures
  • Starting and stopping experiment iterations
  • Editing and archiving experiments
  • Experiment sample size and run time
  • Analyzing experiments
  • Experiment results data
  • Bayesian experiment results
  • Shipping the winning variation
  • Decision making with Bayesian statistics
  • Outliers in Bayesian experiments
  • Frequentist experiment results
  • Filtering experiment results
  • Multi-armed bandits
  • Creating multi-armed bandits
  • Editing and archiving multi-armed bandits
  • Multi-armed bandit results
  • Holdouts
  • Creating holdouts
  • Managing holdouts
  • Metrics in LaunchDarkly
  • Using the Metrics list
  • Metric impact
  • Metric health checks
  • Creating metrics
  • Components of a metric
  • Metric measurement window
  • Metric winsorization
  • Choosing a metric type
  • Page viewed conversion metrics
  • Clicked or tapped conversion metrics
  • Custom metrics
  • Custom conversion count metrics
  • Custom conversion binary metrics
  • Custom numeric metrics
  • Filtering custom metric events
  • Ratio metrics
  • Creating metrics from traces
  • Managing metrics
  • Metric groups
  • Creating metric groups
  • Events
  • Viewing incoming events
  • Previewing event data
  • Importing events
  • Autogenerated metrics
  • AgentControl config metrics
  • Observability metrics
  • OpenTelemetry metrics
  • Warehouse native metrics
  • Metric data sources
  • Setting up external warehouses
  • BigQuery native Experimentation
  • Databricks native Experimentation
  • Redshift native Experimentation
  • Snowflake native Experimentation
  • Snowflake data requirements
  • Setting up the Snowflake integration
  • Snowflake common questions
  • Warehouse health checks
  • Creating experiments using warehouse native metrics
  • Connect apps and services to LaunchDarkly
  • Custom properties
  • OAuth applications
  • Webhooks
  • The LaunchDarkly API
  • LaunchDarkly in China and Pakistan
  • LaunchDarkly in the European Union (EU)
  • LaunchDarkly in federal environments
  • LaunchDarkly in environments requiring FIPS 140-3 validated encryption modules
  • Public IP list
  • Projects
  • Edit projects
  • Creating private projects with custom roles
  • Views
  • Creating views
  • Manage views
  • Environments
  • Create environments
  • Edit environment settings
  • Delete environments
  • Clone environments
  • SDK credentials
  • Tags
  • Teams
  • Creating a team
  • Managing teams
  • Managing team maintainers
  • Deleting teams
  • Members
  • Your member profile
  • Using one email for multiple accounts
  • Roles
  • Member role concepts
  • Using actions
  • Using resources
  • Using role scope
  • Using policies
  • Using the advanced editor
  • Managing role assignments
  • Assigning roles to members
  • Viewing member roles
  • Changing member roles
  • Removing member roles
  • Assigning roles to teams
  • Changing account Owners
  • Managing roles
  • Organization roles
  • Project roles
  • Creating roles and policies
  • Editing roles
  • Deleting roles
  • Example roles and policies
  • Account security
  • Single sign-on
  • Configure SAML SSO
  • Active Directory Federation Services (ADFS)
  • Entra ID
  • Google Workspace
  • Okta
  • OneLogin
  • PingIdentity
  • Enable SCIM provisioning
  • Using the SCIM API
  • Enable SSO
  • Disable SSO
  • Change SSO providers
  • Google OAuth
  • GitHub OAuth
  • API access tokens
  • Creating API access tokens
  • Cloning and deleting API access tokens
  • Resetting API access tokens
  • Multi-factor authentication
  • Domain verification
  • IP allowlist
  • Managing sessions
  • Organization access settings
  • Organization announcements
  • Support options
  • Resetting your password
  • Feature previews
  • Billing and usage
  • Account usage metrics
  • The Billing page
  • Calculating billing
  • LaunchDarkly subscriptions and plans
  • Service connections
  • Changelog
  • Changelog archive
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