The 7-Layer AI Governance Stack: How to Actually Control Autonomous Agents in Production (opens in new tab)

53 Agents, 6 Months, Zero Incidents I run 53 autonomous AI agents on GitHub Copilot that manage my family's finances, meals, home maintenance, content publishing, and even NICU care coordination for our premature twins. They execute on 57 cron jobs. They make real decisions — moving money, sending messages, creating PRs, scheduling appointments. Six months. Zero incidents. Not because my agents are simple, but because they're governed. Here's what nobody talks about in the "just ship agents" ...