DEVOPS
Post-Merge Dependency Regression Watch
After a dependency upgrade merges, correlate the changelog's known issues against new errors in monitoring.
How it runs
The automated pipeline, trigger to output.
- TriggerDependency upgrade merged to mainGitHub
- ActionPull recent error events for servicesSentry
- ActionMatch errors to changelog known-issuesOpenAI
- LogicPost-merge errors match a regression?
- OutputOpen rollback-candidate issueGitHub
What it does
Closes the loop after an upgrade ships. Once a dependency bump merges, it watches monitoring for new error signatures, then checks whether those errors line up with issues the changelog itself warned about, turning a vague "did that upgrade break something?" worry into a concrete, evidence-backed rollback decision.
When to use it
Run it on the hours immediately following any merged dependency upgrade to production. Best for teams that ship upgrades continuously and want an automated early-warning rather than waiting for a customer report.
How it works
- 1A dependency-upgrade merge to the main branch triggers the flow.
- 2It records the upgrade and pulls recent error events from Sentry for the affected services.
- 3An LLM compares new error signatures against the changelog's known-issues and behavior-change notes.
- 4A branch checks whether errors began after the merge and match a documented regression.
- 5If matched, it opens a rollback-candidate GitHub issue with the linked errors and changelog evidence; otherwise it posts an all-clear.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect SentryErrors, performance, releases.
- 3Connect OpenAIModels, embeddings, files.
- 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.
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