ENGINEERING
Escalate stale security MRs to PagerDuty on a daily sweep
Each morning this scans open GitLab merge requests that carry a security label and have sat without review past their SLA.
How it runs
The automated pipeline, trigger to output.
- TriggerDaily schedule kicks off the backlog sweep
- ActionList open security-labeled MRs from GitLabGitLab
- LogicFilter to MRs past the review SLA
- LogicBranch: SLA-breached MRs needing escalation
- ActionOpen a PagerDuty incident for on-callPagerDuty
- OutputPost the aging backlog digest to SlackSlack
What it does
Runs a scheduled sweep over all open merge requests bearing a security label and measures how long each has waited without an approving review. MRs past their review SLA get escalated: the oldest or highest-severity ones trigger a PagerDuty incident for the on-call security reviewer, and the full aging backlog is summarized in a Slack digest.
When to use it
Use it when security review has a defined SLA but reviews still age out silently. A daily escalation keeps the backlog visible and forces the worst-aged MRs onto someone's plate instead of letting them rot.
How it works
- 1A daily schedule triggers the sweep.
- 2The flow lists open security-labeled MRs from GitLab and computes each one's age since opening.
- 3A filter keeps only MRs past the review SLA threshold.
- 4A branch separates SLA-breached MRs that need a PagerDuty page from the rest.
- 5Breached MRs trigger a PagerDuty incident for the on-call reviewer.
- 6A Slack digest posts the full aging backlog sorted oldest-first.
Set it up
What you configure once, before turning it on.
- 1Connect GitLabRepos, MRs, pipelines, registry.
- 2Connect PagerDutyIncidents, on-call, escalations.
- 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.
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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.

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