
Expanding Your Coverage With Agents
Agent workflows can produce useful first-pass security documentation so teams are not starting from scratch.
Writing
Working ideas on security engineering, agentic AI safety, and the difference between a compelling control and an enforceable one.

Agent workflows can produce useful first-pass security documentation so teams are not starting from scratch.

AI can create enormous leverage, but confident output and polished citations are not substitutes for verification.

Generative AI is useful when imperfect output is acceptable and constrained. Most software still needs deterministic control paths.

A security engineer's first impressions of a polished Linux desktop with unusually good agent integration and defaults that demand isolation.