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LLM Wikis Are Over-Engineered — I Replaced Mine With a Pure Python Compiler

Towards Data Science

The author argues that typical LLM wikis are over-engineered, relying on agents and embeddings for organizing notes. They present a simpler, deterministic alternative: a pure Python compiler that processes markdown into a linked wiki using only the standard library. The approach fixes bugs, benchmarks across systems, and suggests compilers are often better than agents for mechanical text tasks.

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