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.