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# AI Brain Design

Pipeline:

Input β†’ Normalize β†’ Hash β†’ Cache Check β†’ DB Check β†’ LLM β†’ Validate β†’ Store β†’ Cache β†’ Response

Responsibilities:

- core: orchestration
- memory: cache + database
- reasoning: model calls
- validation: output safety