agent-oversight The Permission Layer Is 98% of Agent Engineering Only 1–2% of agent code is actual AI logic. The other 98% — permission systems, hook composition, sandboxing, context management, subagent delegation — is what determines whether your agent is safe to run in production.
agent-oversight How to Audit What Your AI Agent Actually Did After the Session Your AI agent finished the session. But did it stay on task? Here's the post-run audit to catch silent scope creep — before it compounds into something you can't easily reverse.