DEVOPS
AI Deploy-Risk Reviewer for Release Candidates
On a release candidate, an agent reads the changelog, pulls related incidents and code-owner history.
How it runs
The automated pipeline, trigger to output.
- TriggerRelease candidate cut (webhook)HTTP webhook
- ActionPull changelog and commit historyGitHub
- ActionCorrelate touched modules with past incidentsSentry
- LogicReason over scope, ownership, incident overlap
- OutputWrite risk review into release ticketLinear
What it does
This agent-driven workflow produces a human-readable deploy-risk review for a release candidate: it reads the changelog, correlates each change with past incidents in the same area, considers code ownership and recent churn, then writes a reasoned assessment and a recommended rollout plan into the release ticket.
When to use it
Use it when raw diff metrics aren't enough and you want a judgment-style review — the kind a senior engineer would write — to accompany higher-stakes releases.
How it works
- 1A webhook fires when a release candidate is cut.
- 2The agent pulls the changelog and commit history from GitHub.
- 3It queries Sentry for prior errors and incidents tied to the touched modules.
- 4It reasons over change scope, ownership, and incident overlap to assess risk.
- 5It drafts a narrative assessment with a canary, staged, or full-rollout recommendation.
- 6It writes the review into a Linear release ticket for sign-off.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect SentryErrors, performance, releases.
- 3Connect LinearIssues, projects, cycles, triage.
- 4Connect HTTP webhookTrigger any URL on agent actions.
- 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.
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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.
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