Best AI Assistant for LaunchDarkly

What Carly can do with LaunchDarkly

Check feature flag status

Email or text Carly to check whether a feature flag is on or off in any environment. She reports the flag state, targeting rules, and which user segments or percentages are included in the rollout.

Review flag changes and audit log

Ask Carly for a summary of flag changes over any time period and she lists what changed, who made the change, and which environment was affected. Useful for release reviews and debugging unexpected behavior.

Monitor rollout progress

Ask Carly about a progressive rollout and she reports the current percentage, evaluation counts, and whether the flag is targeting specific user segments. Track your rollout without opening the dashboard.

Find stale or unused flags

Text Carly to check for flags that haven't been evaluated recently or that are permanently on/off. She identifies candidates for cleanup so your flag inventory stays manageable.

Why teams are using AI for LaunchDarkly

LaunchDarkly gives you fine-grained control over feature releases — but that control comes with complexity. The more flags you manage, the harder it gets to keep track of what's on, what's targeting whom, and which flags are stale. Checking a flag's current state means opening the dashboard, finding the right project and environment, navigating to the flag, and reading through targeting rules. When you're managing dozens or hundreds of flags across staging and production, it adds up.

AI tools for LaunchDarkly should let you check flag status and targeting without the dashboard round-trip. Instead of interrupting your workflow to verify whether a flag is enabled in production or who's in a rollout, you should be able to ask and get the answer in seconds. Feature flags are the control plane for your releases — checking on them shouldn't feel like a separate task.

How Carly works as your AI LaunchDarkly assistant

Carly connects to your LaunchDarkly account through the API. Once connected, you check on flags, targeting rules, and rollout statuses over email or text — like having a release engineer on call who can look up any flag instantly.

Rolling out a feature to 20% of users and want to check the current percentage? Email Carly and she tells you the flag status, targeting rules, and which user segments are included. Need to know which flags changed in the last 24 hours before a release review? Text Carly and she lists every flag modification with who made the change and when. Wondering if a stale flag is still being evaluated? Ask Carly and she checks the flag's evaluation count and last evaluated timestamp.

Because Carly connects to 200+ tools, she can tie your LaunchDarkly data into broader context. She can cross-reference a flag change with a GitHub pull request that was merged, or check if a Sentry error spike started when a feature flag was toggled on in production.

Who uses Carly with LaunchDarkly

Engineering leads who manage feature rollouts and need quick flag status checks without navigating the dashboard. Product managers who want visibility into which features are live and for whom without asking an engineer. Release managers who track flag changes across environments and need audit summaries before deploys. Teams running progressive rollouts who want to monitor flag targeting and evaluation metrics on demand.

See it in action

Mail

LaunchDarkly — check new-checkout-flow flag 2 messages

Y

You 2:30 PM

To: Carly

Carly, we're about to bump the new-checkout-flow flag from 25% to 50% in production. Before we do, can you pull the current targeting rules and tell me how many evaluations it's gotten in the last 24 hours?

C

Carly 2:31 PM

To: You

Here's the current state of the new-checkout-flow flag in production: **Flag Status** • Environment: Production • State: ON • Default variation: false (off) **Targeting Rules** • Rule 1: Users in segment "beta-testers" → true (100%) • Rule 2: Percentage rollout → true for 25% of remaining users • Fallthrough: false **Evaluations (last 24 hours)** • Total evaluations: 18,420 • true: 5,891 (32% — includes beta testers + 25% rollout) • false: 12,529 (68%) **Last Modified** • Changed 3 days ago by jamie@yourcompany.com — bumped rollout from 10% to 25% Looks healthy at 25% with no issues flagged. Want me to check if Sentry shows any errors correlated with the new checkout flow before you bump to 50%?

How to connect LaunchDarkly to Carly

1

Sign up for Carly

Create your account in under 2 minutes.

2

Connect LaunchDarkly

Authorize the LaunchDarkly integration from your Carly dashboard. One click, and you're connected.

3

Start giving instructions

Email or text Carly with what you need done in LaunchDarkly. She handles the rest.

Automate LaunchDarkly in 2 minutes

No complex setup. No code. Just tell Carly what you need.

Get Started →

Frequently asked questions

What is the best AI tool for LaunchDarkly?

Carly is an AI assistant that connects to LaunchDarkly and lets you check flag statuses, review targeting rules, monitor rollouts, and audit flag changes — all by email or text. She works from outside the LaunchDarkly dashboard so you can manage your feature flags without logging in.

Can AI check LaunchDarkly feature flag status?

Yes. With Carly, you email or text a request like "check the status of the new-checkout-flow flag in production" and Carly reports the flag state, targeting rules, rollout percentage, and evaluation counts. No dashboard login required.

How does Carly connect to LaunchDarkly?

Go to your Carly dashboard, click Connect next to LaunchDarkly, and provide your LaunchDarkly API access token. Once connected, Carly can check flag statuses, targeting rules, evaluation metrics, and audit logs across all your LaunchDarkly projects and environments.

Can Carly audit LaunchDarkly flag changes?

Yes. Ask Carly for a summary of flag changes over any time period and she lists which flags were modified, who made each change, and what was changed — including targeting rule updates, flag toggles, and variation modifications.

Can Carly find stale feature flags?

Yes. Ask Carly to check for flags with low or zero evaluation counts and she identifies flags that may be candidates for cleanup. She can also flag any that have been permanently on or off for extended periods.

Is Carly different from LaunchDarkly's built-in integrations?

Yes. LaunchDarkly's integrations push flag change notifications to tools like Slack or Datadog. Carly is an on-demand assistant you email or text anytime — she gives you flag statuses, targeting details, rollout progress, and audit summaries whenever you ask, not just when a flag changes.

Related integrations

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