orchestrated-execution

To enforce TDD and code coverage before committing, use a 4-phase execution loop that implements, validates, and adversarially reviews work units against strict quality gates. This prevents bugs and ensures spec adherence before merges.

An adversarial code review uses a separate agent to actively find contract violations against a spec, rather than suggesting improvements. It validates code by rigorously testing potential failure modes during the review phase of execution.

Orchestrate work unit decomposition by managing dependency graphs and context persistence within a multi-phase execution loop. This breaks down complex development tasks into validated units, ensuring reliable execution and tracking.

Yes, you can integrate linting and type checking as strict quality gates within an automated code execution workflow. The validation phase enforces these checks alongside tests and coverage before a work unit can commit.

The best way to prevent bugs in a critical API endpoint is running it through a 4-phase loop: implement, validate, adversarially review, and commit. This thoroughly vets code against its specification and failure modes.

Code can pass tests but fail adversarial review because the review phase checks for spec contract violations using a separate agent. It looks for potential failure modes and specification deviations that standard tests might miss.