find-bugs

Diagnosing the root cause of unexpected behavior involves systematically tracing data flow, analyzing error messages, and reviewing recent code changes to form a falsifiable hypothesis about the bug's origin.

Debugging intermittent test failures requires a structured, read-only diagnosis process that traces data flow and checks recent code changes to systematically pinpoint the root cause without modifying the code.

Troubleshooting code failures without modifying the source involves performing a strict read-only analysis that reviews recent changes and traces data flow to produce a falsifiable hypothesis, a suggested fix, and a regression test.

A falsifiable hypothesis is needed for bug diagnosis because it provides a structured, testable explanation of the root cause based on traced data flow and error message analysis, ensuring an accurate suggested fix.

Yes, this root cause analysis approach provides a suggested regression test alongside a proposed fix, ensuring that the diagnosed bug and its falsifiable hypothesis are properly verified after the read-only diagnosis.

You should not use a read-only diagnosis process when you already know the exact root cause and just need to apply the fix, as this approach focuses purely on identifying the problem through tracing data flow rather than modifying code.