AI‑augmented factory floors can deliver production‑grade Kubernetes operators
Numtide built a production Kubernetes operator for Multigres using a design‑first, AI‑assisted workflow. They treated the user‑facing spec as the immutable contract and turned AI into a factory of narrow, orchestrated agents, fixing skills when they misbehave. The result proves AI can handle complex operator code while humans steer architecture and safety.