debugging

Debugging and Troubleshooting

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Install skill "debugging" with this command: npx skills add nguyenhuuca/assessment/nguyenhuuca-assessment-debugging

Debugging and Troubleshooting

MCP Tools

Chrome DevTools (frontend debugging):

  • Capture console errors and network failures

  • Set breakpoints and inspect state

  • Profile performance bottlenecks

  • Capture screenshots of error states

Workflows

  • Reproduce: Can you reliably reproduce the issue?

  • Isolate: What is the minimal code that exhibits the bug?

  • Trace: Use Grep to follow the call chain

  • Hypothesize: What could cause this behavior?

  • Test: Verify or disprove your hypothesis

  • Fix: Implement the solution

  • Verify: Confirm the fix and add regression test

Debugging Strategy

  1. Gather Information
  • Read error messages and stack traces carefully

  • Check logs for context around the error

  • Identify when the issue started (recent changes?)

  • Use Grep to locate related code around the error

  1. Trace the Flow
  • Use Grep to trace data flow through function calls

  • Map the call chain from entry point to error

  • Identify where data transforms unexpectedly

  1. Reproduce Consistently
  • Create a minimal test case

  • Document exact steps to reproduce

  • For frontend bugs, use Chrome DevTools to record network/console

  1. Common Causes
  • Null/undefined: Check for missing null checks

  • Off-by-one: Verify loop boundaries and array indices

  • Async timing: Check race conditions and await usage

  • State mutation: Look for unexpected side effects

  • Type coercion: Verify type handling (especially in JS/TS)

Tools (Examples by Language)

Check logs

tail -f /var/log/app.log

Search for error patterns

grep -r "ERROR" ./logs/

Debug Node.js

node --inspect-brk app.js

Python debugging

python -m pdb script.py

Frontend Debugging with Chrome DevTools

  • Open DevTools → Console for errors

  • Network tab for failed requests

  • Sources tab for breakpoints

  • Performance tab for slow operations

Post-Fix Checklist

  • Root cause identified and documented

  • Regression test added

  • Similar code checked (use Grep to locate)

  • Fix reviewed by another developer

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