DEVOPS
Nudge Authors on Slack When a Merged PR Leaves a Stale Flag
On every merge to main, checks whether the PR touched a flag that telemetry shows is now fully rolled out.
How it runs
The automated pipeline, trigger to output.
- TriggerGitHub PR merged to mainGitHub
- ActionParse merged diff for feature-flag keysGitHub
- ActionQuery Axiom for each touched flag's rollout stateAxiom
- LogicContinue only for flags 100% true for 21+ days
- OutputDM the PR author on Slack with removal promptSlack
What it does
Turns the moment of merge into a cleanup checkpoint. When a PR lands on main, it cross-references any flags the PR touched against telemetry, and if one is already fully rolled out it nudges the author directly on Slack while the context is fresh.
When to use it
When flag cleanup keeps slipping because authors move on the second a feature ships. Catching it at merge time — rather than in a monthly batch — gets removal scheduled while the author still remembers the code.
How it works
- 1A GitHub merge-to-main webhook triggers the run.
- 2Parse the merged diff for feature-flag keys that were added or referenced.
- 3Query Axiom for each touched flag's recent evaluation distribution.
- 4Branch: only continue for flags now serving 100% true for 21+ days.
- 5Map the GitHub author to a Slack user.
- 6Send a Slack DM summarizing the rolled-out flag, its call sites, and a link to open a removal task.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect AxiomLog streams, queries, dashboards.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More DevOps workflows
Slack-approved pause for idle Hugging Face Spaces
On a daily scan it finds idle paid Spaces and posts an interactive Slack approval; on approve it pauses the Space and logs the decision to a GitHub issue audit trail.
Block costly Hugging Face Space hardware upgrades in PR review
When a pull request changes a Space's hardware config, it estimates the new monthly cost and posts a GitHub PR comment that flags upgrades crossing a budget ceiling.
Hugging Face Spaces idle-runtime sweep with auto-pause
On a schedule, scans all Hugging Face Spaces for ones running idle past a threshold, pauses them to stop billing, and posts a Slack summary with the estimated monthly savings.
Open a Zoom war-room from a Datadog multi-alert storm
When a Datadog monitor crosses a critical threshold, this workflow dedupes against active incidents, and only for a genuinely new outage it creates a Zoom bridge.
Auto-spin a Zoom war-room when PagerDuty hits SEV-1
When a PagerDuty incident escalates to a critical severity, this workflow creates a dedicated Zoom meeting and posts the bridge link to the incident's Slack channel so responders…
Spin up a war-room on demand from a Slack slash command
When an engineer runs a Slack command, this workflow creates a Zoom bridge, opens a tracking Sentry-linked incident, files a Linear issue for follow-up.
Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.