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DOC27

Two Knowledge Hierarchies: Structuring Context for AI Agents and LLMs

DEV.to AIΒ·May 27, 2026

TestSmith employs two distinct knowledge hierarchies for different audiences: AI agents developing the codebase and LLMs generating test code at runtime. The proposed solution is a CLAUDE.md hierarchy, which structures context for AI agents to understand the codebase without reading every file.

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