cARL (Cognitive Agent Runtime Layer) is a repository-native control layer for AI-assisted development. It defines persistent instructions, boundaries, and operating constraints so coding agents behave consistently over time. What it does Provides committed policy and behavior files for agent …

Hero image generated by ChatGPT This is a personal blog. All opinions are my own and not those of my employer. From Clawdbot to GAINet: When Agent Experiments Outrun Accountability This post didn’t start as a philosophical musing about AI. It started with a very practical, very familiar security …