Debugging Strategies

Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

Use this skill when

• •Tracking down elusive bugs
• •Investigating performance issues
• •Debugging production incidents
• •Analyzing crash dumps or stack traces
• •Debugging distributed systems

Do not use this skill when

• •There is no reproducible issue or observable symptom
• •The task is purely feature development
• •You cannot access logs, traces, or runtime signals

Instructions

• •Reproduce the issue and capture logs, traces, and environment details.
• •Form hypotheses and design controlled experiments.
• •Narrow scope with binary search and targeted instrumentation.
• •Document findings and verify the fix.
• •If detailed playbooks are required, open resources/implementation-playbook.md.

Resources

• •resources/implementation-playbook.md for detailed debugging patterns and checklists.