doubt-driven-development

Adversarial review improves code review by subjecting non-trivial decisions to a fresh-context evaluation process. A reviewer extracts claims, doubts their validity, and reconciles findings to ensure correctness in high-stakes architectural choices or code commits.

Use a fresh-context adversarial review for non-trivial decisions where correctness is critical, such as high-stakes architectural decisions or code commits under uncertainty. It prevents costly mistakes by thoroughly examining decisions before they are finalized.

The process involves five structured steps: claiming the decision context, extracting core claims, doubting those claims from a fresh perspective, reconciling the doubts with the original decision, and stopping based on predefined criteria.

Yes, you can apply this skill to architectural decisions. It is specifically designed for non-trivial decisions with significant impact, ensuring high-stakes architectural choices undergo a structured fresh-context adversarial review to guarantee correctness.

The best way to ensure correctness is implementing a structured review process involving claiming, extracting, doubting, and reconciling. This fresh-context adversarial review mitigates the risk of overlooking critical issues in complex decisions.