Human-in-the-Loop

Default Auto Mode Is a Hazard: Enforce Human-in-the-Loop Contracts in Dev Tooling

Auto-mode LLMs shift risk to teams. Build human-in-the-loop contracts—UI gates, runtime checks, provenance, and metering—to keep control and costs predictable.