LaunchDarkly Flag Change Watchdog

Watches every LaunchDarkly flag change and posts one Slack line saying who changed what, in which environment, and why your policy says it matters, with no ability to change a flag itself.

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Guided setup — test it before connecting anything.

Watch it work before it's live

Run a staged conversation — no account needed. The agent handles it for real while a simulated world answers its tool calls; nothing touches real accounts, and nothing is actually sent.

checkout-v2-rollout

Mateo Rivasproduction

Percentage rollout moved from 25% to 100% of all contexts. Targeting rules and variations unchanged. Comment left on the change: green in staging all week, taking it to everyone before the weekend freeze.

Set up in minutes

Using this template drops you into a guided setup. It asks exactly this, nothing else:

  1. Connect LaunchDarkly

    One sign-in. The agent acts through your account, scoped to what this template uses.

  2. Connect Slack

    One sign-in. The agent acts through your account, scoped to what this template uses.

  3. Flag policy

    Which flag changes you want to hear about and which are routine - the environments you protect, your kill switches and permanent flags, and what makes a change risky enough that a named person should confirm it.

  4. Choose which agent runs it

    NoClick's built-in models work out of the box — or bring Claude Code, Codex, and other coding agents on your own subscription.

  5. Watch it handle a test run

    A staged conversation against a simulated world — then it’s live.

About this agent

Most flag changes are fine and one of them is the whole incident, and the difference usually sits in an audit log nobody reads. This agent watches account activity, ignores everything that is not a flag change, and posts three lines to Slack: who changed what, before and after, and why your policy says it matters, plus a risk line when the policy is explicit about it. It cannot flip anything back, which is the design, because the person who owns the rollout should be the one making that call.

What people use it for

  • Production changes get a witness - A rollout going from a quarter of traffic to everyone is announced in the channel as it happens, with the changer, the environment and the numbers, so a release is visible to people who were not in that browser tab.
  • Kill switches treated as such - Turning targeting off on a fraud hold or a rate limiter looks tiny in an audit log and enormous an hour later. Naming those flags in your policy earns them an explicit risk line and a person to confirm it.
  • Flags untouched for a year - The flag's own status comes back with the change, so a permanent flag last modified fourteen months ago is called out as exactly that instead of reading like routine housekeeping.
  • Staging noise stays in staging - The environment key is read off the audit entry rather than assumed, so a dozen experiments a day on a shared staging box never reach a channel that exists to watch production.

Before you fork

Can it roll a flag back if someone breaks production?

No, and it is built that way on purpose. It reads flags, flag status and the audit log, and it writes only to Slack. A rollback is a production change with its own approval path, and an agent reading one audit entry does not have the context to make it. What it gives you instead is the change and the named owner within seconds of it happening.

Our team changes flags all day. Will this be constant noise?

It reacts to flag changes only, and how loud those get is set by the policy you write, so protected environments and named kill switches produce a message while routine work in lower environments does not. Everything it drops is dropped silently. If the channel is still busier than you want, tighten the policy rather than the trigger.

What LaunchDarkly access does it need?

A reader level API token that can read flags, flag status and the audit log, plus the Slack channel for the notes. No writer or admin role is required, and granting one would add risk without adding a capability. Your flag policy is filled in during fork, and can be edited any time after.

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Put LaunchDarkly Flag Change Watchdog to work

Free to start. Guided setup, a test run against staged conversations, and it's live.