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compounding knowledge

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Linyb Geek Road
Linyb Geek Road
Nov 5, 2026 · Artificial Intelligence

Hermes Agent + Karpathy's LLM Wiki: Three-Layer Self-Learning Knowledge Base Architecture

This article details the integration of Hermes Agent with Karpathy's LLM Wiki, explaining a three-layer architecture (raw sources, AI-generated wiki pages, schema config) and three core operations (ingest, query, check) that turn fragmented notes into a continuously compounding, self-updating knowledge graph using YAML frontmatter and wikilinks within Obsidian.

Hermes AgentKarpathyLLM Wiki
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Hermes Agent + Karpathy's LLM Wiki: Three-Layer Self-Learning Knowledge Base Architecture