goat-review

A rigorous code review uses a two-pass verification process to prevent superficial approvals and identify systemic issues. This method enforces strict architectural integrity checks on pull request diffs to catch regressions.

Blast radius analysis is a code review technique that mandates external call-site verification for contract changes. You need it during refactoring to prevent integration breakages and ensure downstream consumers are not silently affected.

Systemic pattern detection during static analysis automatically groups related findings to identify root causes rather than just symptoms. This ensures your codebase audit addresses underlying architectural flaws instead of isolated defects.

Yes, the multi-pass code review approach applies to branch comparisons and area-specific quality assessments. It enforces a structured verification process that prevents confirmation bias and ensures systemic issues are identified across different scopes.

The best way to prevent confirmation bias during refactoring reviews is separating blind suspicion in a first pass from grounded verification in a second pass. This two-pass discipline ensures findings are validated before approval.

Standard code review misses integration breakages because it lacks external call-site verification. You can prevent them by applying blast radius analysis to your pull request diffs, which verifies that contract changes do not break downstream consumers.