Engineering a Semi-Deterministic AI Dark Factory

What if a business requirement could inspect the system it is about, challenge its own ambiguities, become an executable specification, and then move through implementation, review, deployment, and acceptance testing without losing human control? This is how we built a semi-deterministic production line around probabilistic coding agents. Most discussions about AI-assisted development start too…