Debugging Tools & Techniques Framework

Debugging tool selection fails when engineers use the same technique for every problem — adding console.log statements for performance problems, intermittent failures, and race conditions that specifically require different tools. Console logging changes execution timing (affecting race conditions), adds output noise (obscuring the relevant signal), and requires code changes (making it impossible to debug production without a deployment). The right tool for each problem class eliminates these limitations.

The Debugging Tools Framework matches tool to problem type, implements logging that provides diagnostic signal without noise, and establishes a debugging workflow that produces consistent results.