What can an AI agent do with LaunchDarkly?

A LaunchDarkly AI agent can list and inspect feature flags, check evaluation results for specific users, monitor rollout status across environments, toggle flags on or off, update targeting rules, and create new flags. It's useful for progressive delivery workflows, flag hygiene audits, and incident response. Write actions like toggling flags or changing targeting rules always require your approval.

Will my agent change flags in production without asking?

No. Toggling flags and updating targeting rules are write actions that require your explicit approval in safe and plan permission modes. You can configure auto-approval for trusted low-risk workflows.

Which LaunchDarkly environments can my agent access?

Your agent can access any environment included in your connected LaunchDarkly API key's scope. You can scope tasks to a specific environment (e.g. staging only) in the task instructions.

How is a LaunchDarkly AI agent different from LaunchDarkly's built-in automation?

LaunchDarkly's automation rules handle simple threshold-based triggers within the platform. An AI agent reasons across tools: it reads flag state, correlates with error data from Datadog or PagerDuty, drafts a rollback plan, and posts a summary to Slack - all in one workflow, without you having to stitch services together manually.

Developer tools

AI agent for LaunchDarkly

An AI agent that manages, monitors, and automates your feature flag rollouts.

Your AI agent for LaunchDarkly reads your feature flags, monitors rollout status, and manages targeting rules. An ideal AI agent for feature flag lifecycle management, progressive delivery, and A/B testing coordination - helping you ship safely, roll back fast, and keep flag hygiene under control. Write actions always require your approval.

Feature flags are powerful but sprawl fast - stale flags, misconfigured targeting rules, and missed rollout windows create real risk. A LaunchDarkly AI agent keeps your flag lifecycle under control, surfacing rollout status, flagging anomalies, and executing changes on your behalf so you can ship with confidence.

Connect LaunchDarkly Visit LaunchDarkly

What your AI agent can do with LaunchDarkly

Read-only actions run automatically. Write actions require your approval.

Read-only actions

list feature flags

Browse all feature flags across your LaunchDarkly project

get feature flag

Read the full configuration and targeting rules for a specific flag

list environments

See all environments (production, staging, etc.) in your project

get flag evaluation

Check how a flag evaluates for a given user or context

Write actions (require approval)

toggle feature flag

Enable or disable a flag in a specific environment

update targeting rules

Modify rollout percentages, user segments, and targeting conditions

create feature flag

Create a new feature flag with initial configuration

Example workflows with LaunchDarkly

Real tasks you can run on a schedule or on demand.

task

monitor a canary rollout and alert in Slack if error rates spike before expanding to 100%

task

audit all flags older than 90 days and generate a cleanup report for the team

task

coordinate an a/b test by updating targeting rules and tracking which variant is live per environment

task

auto-disable a flag in production when a PagerDuty incident is triggered for the affected service

How to connect LaunchDarkly

Create a free m8tes account.

Connect LaunchDarkly

Click Connect and complete the OAuth flow or enter your API key.

Create a task

Give your AI agent a task that uses LaunchDarkly. It handles the rest.

LaunchDarkly AI agent: FAQ

Common questions about using an AI agent with LaunchDarkly.

Build an AI agent for LaunchDarkly

Connect LaunchDarkly to an autonomous AI agent that reads data, runs tasks on schedule, and delivers structured output.

AI teammates: all integrations
Build an AI agent that uses LaunchDarkly alongside your other tools.

Related integrations

Teams that use LaunchDarkly also connect these.

GitHub

Developer tools

Datadog

Developer tools

Slack

Communication

PagerDuty

Developer tools

Put an agent on LaunchDarkly today

Start free. Connect LaunchDarkly and see your agent's first run.

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