DEVOPS
Agentic EOL triage and rebuild roadmap
An agent reviews all upcoming base-image EOL deadlines across the org, weighs each by blast radius and remaining runway.
How it runs
The automated pipeline, trigger to output.
- TriggerMonthly schedule wakes the triage agent
- ActionCollect EOL dates and affected-service countsGitHub
- LogicRank images by runway and blast radius
- ActionOpen draft rebuild PRs for urgent imagesGitHub
- ActionPublish the prioritized roadmap to ConfluenceConfluence
- OutputPing the team in Slack with the roadmap linkSlack
What it does
Instead of treating every EOL the same, this agent-driven workflow reasons about which expirations matter most. It gathers all base-image support deadlines, considers how many services each affects and how soon support ends, then drafts a sequenced rebuild plan and opens PRs for the top-priority images.
When to use it
Use this when you have a backlog of EOL findings and limited engineering time, and you need judgment about ordering — not just a flat list. It's for the quarterly or monthly planning pass that turns scattered warnings into an executable roadmap.
How it works
- 1A monthly schedule wakes the triage agent.
- 2The agent collects base-image EOL dates and affected-service counts via HTTP and GitHub.
- 3It reasons over runway versus blast radius to rank every flagged image.
- 4A logic branch separates urgent items needing draft PRs from those that only need tracking.
- 5The agent opens draft rebuild PRs in GitHub for the urgent set with rationale.
- 6It publishes the full prioritized roadmap to Confluence and pings the team in Slack.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect HTTP webhookTrigger any URL on agent actions.
- 3Connect ConfluenceSpaces, pages, blueprints.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More DevOps workflows
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.
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.
Generate a weekly de-flake report and assign Linear cleanup tickets
On a weekly schedule, aggregates the current quarantine manifest and recent flake history, builds a prioritized report.
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.
Auto-release tests from quarantine once they prove stable
Triggered by a webhook from a nightly stability runner, checks whether quarantined tests have passed enough consecutive runs, removes the stable ones from quarantine in GitHub.
Quarantine a test on demand from a PR comment command
Triggered when an engineer comments a quarantine command on a pull request, validates the test name, commits the quarantine change to that PR branch, opens a tracking issue.
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.