doubt-driven-development

Doubt-driven development establishes a structured doubt cycle—CLAIM, EXTRACT, DOUBT, RECONCILE, STOP—to govern high-stakes decisions. This adversarial review process requires explicit artifacts and contracts to guide the reviewer in challenging irreversible architectural choices before committing.

To catch hidden assumptions during major code changes, apply a structured doubt cycle using explicit artifacts and contracts. This adversarial review process extracts claims, doubts their validity, and reconciles findings to prevent faulty decisions from driving implementation.

You need a structured doubt cycle for non-trivial decisions involving architectural choices, critical code changes, and irreversible operations. This adversarial review process is essential for in-flight development when hidden assumptions could drive high-stakes outcomes.

Yes, adversarial review processes are designed specifically for irreversible code operations and architectural choices. By enforcing a structured doubt cycle with explicit artifacts, these reviews surface blind spots and prevent faulty decisions before code ships.

The best way to surface blind spots in critical code reviews is using an adversarial, fresh-context review with optional escalation and cross-model review enablement. This structured doubt cycle systematically extracts and challenges claims to improve reliability.

Doubt-driven development is limited when applied to routine code changes, as it targets non-trivial decisions with irreversible consequences. Its structured doubt cycle requires explicit artifacts and contracts, making it heavyweight for low-stakes, everyday software engineering modifications.