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agent interfaces

Abstract codebase habitat with safe paths, warning markers, and AI agent nodes moving through repository channels

Don’t Just Prompt the Agent. Prepare the Codebase Habitat.

AI coding agents do safer work when the repo itself leaves clear trails. Instead of relying only on giant prompts, production-minded teams can make their codebases easier for future agents to understand, verify, and modify.