AI writes code fast — but who keeps it maintainable? An open-source bet on metadata

Agentic AI solved coding — and exposed every other problem in software engineering

Agentic AI solved coding but exposed the real constraint: requirements clarity, integration complexity, human code review. Enterprise leaders need governance (least privilege, rate limits, multi-vendor), upskilled systems-thinking engineers, and business-outcome metrics—cutting headcount before proving augmented productivity is strategic blindness.