GFM vs CommonMark vs Pandoc Markdown: Syntax Compared
Markdown looks like one language until the same file renders differently on GitHub, Hugo, Obsidian, or Pandoc. And the problem is not that Markdown…
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LLM Wiki - Compiled Knowledge That RAG Cannot Replace
The premise is simple: compiled knowledge is more reusable than retrieved fragments. RAG became the default answer to a straightforward question - h…
Retrieval vs Representation in Knowledge Systems
Most modern knowledge systems optimize retrieval, and that is understandable. Search is visible, easy to demo, and feels magical when it works. Type…