Event-Driven Workflows

The most powerful agentic workflows are triggered by events, not humans. Hook error trackers, monitors, and CI to dispatch agents automatically.

Event Source  ──►  Issue Tracker  ──►  Agent Triggered  ──►  PR Opened
(Sentry error)     (Linear ticket)     (investigates +        (ready for
                                        writes fix)            review)

• Sentry error → agent fix — ticket auto-created, agent reads the stack trace, opens a PR with a fix or reproduction test
• Failing CI → agent debug — agent investigates logs, identifies root cause, files a detailed bug report
• Performance regression → agent investigate — Datadog alert fires, agent identifies the culprit commit
• Dependency CVE → agent patch — Dependabot flags a vulnerability, agent evaluates and opens a patch PR

Agent output should always be a PR or a comment — never direct production changes. Deduplicate on error fingerprint so the same error doesn't spawn 50 agents.