doubt-driven-development

Adversarial review is a fresh-context verification process that biases a reviewer to disprove rather than approve a decision. You should apply it to non-trivial software development decisions to ensure correctness and prevent errors before finalization.

To validate code review decisions, use the claim, extract, and doubt cycle by claiming a decision, extracting the necessary information, and subjecting it to a fresh-context adversarial review. This structured process ensures non-trivial decisions are carefully scrutinized for errors.

Yes, you can use interactive sessions during adversarial review to request a cross-model second opinion. This allows you to further scrutinize non-trivial software development decisions when you need additional validation.

The best way to prevent errors in non-trivial decisions is to subject them to a fresh-context adversarial review before they are finalized. This approach uses a reviewer biased to disprove the decision, ensuring correctness and improving code quality.

Yes, doubt-driven development is specifically designed for main-session orchestrators to handle non-trivial decision-making. It provides a structured process to ensure decisions are subjected to fresh-context adversarial review for error prevention.

You should avoid using fresh-context adversarial review for trivial software development decisions that do not require careful scrutiny. The process is designed specifically to handle non-trivial decisions where ensuring correctness is critical.