Debugging Agent: Issue to PR

See an engineering agent pull a Sentry error, gather context, write a failing test, patch the bug, and prepare a reviewable PR.

Alert Captured

Sentry + Linear

Context Pulled

Logs + repo search

Failing Test

TDD guardrail

Patch Validated

Codex + Claude Code

PR Prepared

Human review

🐌Old Way

1.Open Sentry and copy stack trace

2.Search logs and code manually

3.Guess root cause under pressure

4.Patch without a regression test

5.Write PR notes after the fact

⏱️ 2-6 hours · context switching · repeat incidents

🐸Frog Way

Agent fetches Sentry, Linear, logs, and repo context

Root cause hypothesis linked to exact files

Failing test created before patch

Fix validated with targeted checks

PR shipped with evidence and human review gates

⚡ 30-60 minutes · reviewable PR · reusable debugging playbook