DevOps

AGENTS.md Is Not Enough for Safe AI Agent Execution

Overview AGENTS.md is useful. It gives AI coding agents a place to find repo-specific guidance: how to behave what conventions matter what areas nee…

When Agents Should Stop: Designing Safety Boundaries That Work

An agent in my homelab posted "HEARTBEAT_OK" to the ops channel 47 times over one weekend. Every message was technically correct. The scheduled jobs…