Systematic pattern for catching design flaws in already-passing code through adversarial review, then fixing them with TDD confirmation.
Scanned 9/9/2026
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---
name: adversarial-code-review-and-fix
description: Systematic pattern for catching design flaws in already-passing code through adversarial review, then fixing them with TDD confirmation.
version: 1.0.0
source: auto-extracted
extracted: 2026-04-10
metadata:
tags: ["code-review", "testing", "quality-assurance", "design-patterns"]
---
# Adversarial Code Review and Fix
When code passes all tests but may have design issues: (1) Run tests to establish baseline. (2) Perform adversarial review looking for sentinel value conflicts, overly strict bounds, and API design problems. (3) Document findings as MAJOR/MINOR. (4) Fix findings one at a time, adding new tests for previously-invalid cases. (5) Rerun full suite to confirm no regressions. (6) Commit fixes separately from implementation. This catches issues that functional testing alone misses.Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
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