ENGINEERING
Smart CI Rerun with Escalation to PagerDuty
On a CI failure, automatically reruns only the failed jobs once; if they pass it labels the failure flaky, but if they fail again on an unchanged commit it pages the on-call…
How it runs
The automated pipeline, trigger to output.
- TriggerGitHub check failure on protected branchGitHub
- ActionRerun only failed jobsGitHub
- LogicCompare rerun result: flake vs regression
- ActionLabel run as flaky on passGitHub
- OutputPage on-call via PagerDuty on repeat failurePagerDuty
What it does
This workflow distinguishes flakes from real breakage automatically. It reruns failed jobs a single time. A pass on rerun is logged as a flake and the build is unblocked; a second consecutive failure on the same commit is treated as a genuine regression and escalated to on-call so a person looks immediately, with no wasted manual reruns.
When to use it
Use this on protected branches where a red build is either a flake or a true regression and you need fast, automatic disambiguation without an engineer babysitting the pipeline.
How it works
- 1A GitHub check_run failure on a protected branch triggers the flow.
- 2An action reruns only the failed jobs via the GitHub API.
- 3A logic step waits for the rerun result and compares against the prior attempt.
- 4If it passed, an action labels the run flaky and records it.
- 5If it failed again, the output creates a PagerDuty incident for the on-call engineer.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect PagerDutyIncidents, on-call, escalations.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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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.

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