.cursorrules

Repository instruction files such as CLAUDE.md, AGENTS.md, and .cursorrules are now critical engineering artifacts that coding agents use to generate, modify, and review code, yet most teams treat the…

A backend engineer at a major tech company spent three months struggling with AI coding tools that failed to retain project context, forgetting decisions and reasoning overnight. The engineer built a …

Maturity ladder for AI agent instruction systems, categorizing configurations from L0 (System) to L7 (Adaptive) based on the communication channel each level uses. The key distinction is between the "…