AI Agents in Engineering — Zones, Gates, and the Senior Loop

Simulation to teach engineering managers how to govern agent-assisted SDLC: mapping work into Zone A/B/C, designing named pre- and post-merge gates, protecting senior judgment, and measuring drift quarterly. The learner balances velocity against change-failure rate, MTTR, and senior satisfaction across 4 rounds.