debug

Debugging

Discipline (rigid - do not skip steps):

1. Establish the failure first. Reproduce it when safe. For production-only, destructive, intermittent, or expired failures, capture a precise evidence signature and build the closest safe falsifiable proxy instead of forcing reproduction.
2. Fast checks before deep dives: feature-flag state, recent deploy / config change / migration, log signature around the failure window, working-vs-failing account or tenant diff.
3. Hypotheses: form 2–3, rank by likelihood, test the cheapest-to-falsify first. Read the actual code path - never patch from symptom pattern-matching.
4. Bisect when history matters and the checkout or environment can be isolated safely (git bisect, or toggling recent changes).
5. Minimal fix at the root cause - not where the symptom surfaced. No drive-by refactors in the fix commit. Strip any instrumentation added during the investigation (temporary logging, prints, debug flags) before committing.
6. Regression test that fails without the fix and passes with it.
7. Three failed fixes = stop modifying and reassess. Write down what is known and unknown, discard disproved hypotheses, and re-question the model before another change.

When the user asked "why is this happening" rather than "fix it", or when another skill (e.g. e2e) routed the failure here for diagnosis: the diagnosis is the deliverable. Report findings and hand the fix to build.