SUMMARIZATION
New-Regression Sentry Clusters to Linear Triage Tickets
After a deploy, summarizes each newly introduced Sentry error cluster and opens a deduplicated Linear ticket per cluster with a suspected-cause writeup and a link to the release…
How it runs
The automated pipeline, trigger to output.
- TriggerVercel deploy webhook with release versionVercel
- ActionPull Sentry issues first-seen in this releaseSentry
- LogicDedupe clusters against existing Linear ticketsLinear
- ActionSummarize each new cluster with suspected causeOpenAI
- OutputOpen or update a Linear ticket per clusterLinear
What it does
This workflow converts the error clusters a release introduces into actionable engineering work. For each new Sentry issue tied to the deploy, it writes a concise summary of the failure and suspected cause, then files a Linear ticket so regressions become tracked work instead of unread alerts. Tickets are deduplicated, so a cluster already filed in a prior run gets a comment rather than a duplicate.
When to use it
Use it when regressions need to land in your engineering backlog automatically, with enough context that an on-call engineer can start without re-investigating from scratch. Good for teams who triage in Linear and want every new release-borne error captured as a ticket.
How it works
A Vercel deploy webhook supplies the release version. The flow pulls Sentry issues first-seen in that release and groups them into clusters. A dedupe step checks Linear for an existing ticket keyed to each cluster's fingerprint. New clusters are summarized by the model into a title, impact line, suspected cause, and reproduction hint. The flow creates a Linear issue per new cluster with the Sentry link and release tag; for clusters already ticketed, it appends an updated event count and a fresh occurrence note instead.
Set it up
What you configure once, before turning it on.
- 1Connect VercelDeploys, runtime logs, analytics.
- 2Connect SentryErrors, performance, releases.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect LinearIssues, projects, cycles, triage.
- 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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Rollback recommendation when a deploy spikes errors
When a Sentry alert fires for an error spike, attributes it to the most recent deploy, summarizes whether the spike is dominated by new error classes introduced by that release.
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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