How to Design Safety Layers for an AI Agent: From Keyword Detection to Long-Term Behavioral Monitoring
A breakdown of the defense-in-depth used by Claude Code, Codex, and others: rule-based keyword matching, classifiers, input/output scanning, execution sandboxes, cross-session behavioral monitoring, and the role of system prompts and skills.