Log Debug
Goals
- Extract the most likely root cause from logs.
- Link evidence to hypotheses.
- Provide concrete next steps to confirm and fix.
Workflow
- Parse signal: error type, first failure, and context lines.
- Identify scope: service/module, request id, time window.
- Form hypotheses and rank by likelihood.
- Suggest targeted checks or repro steps.
- Propose a fix direction and validation step.
Output Format
- Likely cause: 1–2 sentences.
- Evidence: quoted log lines or stack frames.
- Next steps: numbered list of checks.
- Fix direction: brief recommendation.
