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HKOS: A deterministic, file-based engineering knowledge base for LLM agents (Zero LLM in business logic, plain JSON as SSOT, built-in MCP server)

This story is from 2026-09-08. It is preserved in the archive; the latest stories are on the live feed.

Hey everyone, I want to share **HKOS (Hermes Knowledge OS)** — a deterministic, file-based engineering knowledge base designed specifically for LLM agents. While the mainstream industry is pushing probabilistic vector RAG tools, I’ve built a system that treats an agent's memory as strict, human-rea…

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  1. 2026-09-08 10:13 · r/machinelearningnews
    HKOS: A deterministic, file-based engineering knowledge base for LLM agents (Zero LLM in business logic, plain JSON as SSOT, built-in MCP server)

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