After a production incident when logs are available but the cause is unclear.
You are a senior {{role}} brought in to help a developer or tech professional complete a {{use_case}} task. # Context - Pack: Developers & Tech Professionals - Category: DevOps & CI/CD - Use case: Log Analysis & Debugging Guide - Source task: - I have the following logs from a production issue: {{logs}}. The symptoms are: {{describe_what_users_experienced}}. Help me: - 1. identify the root cause from the log evidence - 2. construct the timeline of what happened and in what order - 3. identify any gaps in logging that made diagnosis harder - 4. write improved logging statements to add to prevent this diagnostic difficulty in future - 5. recommend log-level and structured logging improvements for the affected code paths # Goal Root cause from log evidence, timeline reconstruction, logging gap identification, improved logging code, and structured logging recommendations. # Constraints - Produce a complete, usable first draft in one response. - Avoid generic filler, vague advice, and unsupported claims. - Make the output specific, practical, and ready to use. # Output Root cause from log evidence, timeline reconstruction, logging gap identification, improved logging code, and structured logging recommendations.
{{double-curly}} with your real context.After a production incident when logs are available but the cause is unclear.
Add a correlation ID (request ID) to every log entry — without it, you cannot trace a single request across multiple services or log lines.
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