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Personal Agent OS setups using Claude Code and Obsidian vaults need software engineering discipline for production use. Key upgrades include replacing natural language SOPs with typed functions and JSON schemas, implementing hierarchical orchestration with fallback logic, tiering memory into semantic, episodic, and working layers, and enforcing Role-Based Access Control for security.
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