implement

Automating test-driven development workflows requires orchestrating a deterministic RED/GREEN/REFACTOR halt-loop that drives plan tasks to a committed state. This process coordinates code cycles, integration tests, and final validation gates to ensure quality and traceability.

A halt-loop in autonomous code implementation is a structured workflow that iterates through development phases, surfacing blockers and enforcing phase boundary mini-reviews until a final validation gate passes. It ensures continuous quality enforcement during the plan-to-code transition.

To enforce conventional commits and branch discipline during autonomous implementation, the workflow mandates working strictly on the develop branch. It coordinates the implementation cycle to ensure all code changes are committed with conventional discipline.

Yes, autonomous plan implementation integrates a SEPA interlock for external review. It coordinates this review alongside a three-pillar wiring triad—static caller checks, integration tests, and runtime metrics—to validate the implementation before passing the final gate.

Validating wiring and integration relies on a three-pillar Wiring triad consisting of a static caller check, an integration test, and a runtime metric. This triad is coordinated during the halt-loop to verify external connections and system behavior.

The primary limitation of a TDD-driven halt-loop is its strict dependency on predefined plans and the develop branch. It cannot bypass the SEPA interlock or validation gates, meaning any unresolved blockers will intentionally halt the autonomous workflow until manually addressed.