doubt-driven-development

In-flight code review scrutinizes non-trivial programming decisions before deployment. It uses adversarial prompting techniques to detect logic errors, code inefficiencies, and security vulnerabilities by actively questioning decision reasoning during development.

Perform an adversarial code review by engaging a fresh-context reviewer to question the logic behind non-trivial decisions. Follow specific step-by-step guidance to scrutinize reasoning, highlight edge cases, and mitigate risk before production deployment.

Use doubt-driven development before implementing significant code changes. It is designed to reduce errors and mitigate risk by ensuring non-trivial programming decisions stand up to thorough, in-flight scrutiny prior to production deployment.

This code review approach requires no external dependencies. It provides non-interactive, step-by-step guidance to perform adversarial reviews, ensuring clarity and adherence to the process without needing specialized interactive environments.

The best way to detect security vulnerabilities before deployment is using an adversarial reviewer to highlight potential issues and logical gaps. This in-flight review process systematically questions code reasoning to uncover unconsidered edge cases.