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2 articles on AI Architecture.

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  1. · 9 min read

    Meaning Needs Rules: Why My AI Agents Aren’t Allowed to Search the Vector Index Directly

    For weeks, my agents relied on an incomplete search index. After fixing it, they suddenly found notes they should never have been able to access without explicit permission.

    Hybrid Search · Semantic Search · Vector Index · MCP · AI Agents · AI Architecture · Access Control · Qdrant · RAG · Knowledge Management · Second Brain · Obsidian · Local LLM · Data Sovereignty · AI Governance
  2. · 10 min read

    One Truth, Many Agents: How an MCP Server Controls My Knowledge Vault

    What happens when AI agents forget important rules in their prompts? I show how a custom MCP server controls access to my knowledge base, enforces writing rules, and ensures that multiple agents follow the same rules.

    MCP · Model Context Protocol · AI Agents · AI Architecture · Software Architecture · Obsidian · Knowledge Management · Open Source