Why it matters
A coding agent will happily hand you a 40,000 line pull request that nobody can review and that quietly does the wrong thing.
My takeaway: Loop Engineering from First Principles — Kyle Mistele, HumanLayer is an agent-security signal. The practical read is that autonomy, memory, tool permissions, and third-party integrations are the control surface that needs threat modeling and monitoring.