New Error Pattern to Linear Triage

This agent watches for genuinely new error-shaped log patterns that surface right after a deploy. For each one it decides whether it looks like a real regression worth tracking, and if so opens a Linear issue with representative samples, frequency, and the deploy commit that likely introduced it. It dedupes against open issues so the same pattern never files twice.

Use it when new errors slip through because they are low-volume at first and only get noticed once they spike. This catches the first occurrence and routes it to the team's tracker with enough context to act.

1. 1An Axiom monitor fires when a previously unseen error template crosses a small occurrence threshold.
2. 2The agent pulls sample events and the count trend for that pattern.
3. 3An LLM step classifies it as regression, transient, or expected noise, and drafts a title and description.
4. 4A logic step checks Linear for an existing issue matching the pattern fingerprint and skips if found.
5. 5It creates or comments on a Linear issue, then notifies the owning team in Slack.