Documentation

• When Documentation Stops Rotting: From Karpathy's LLM Wiki to Software Engineering Documentation

  Documentation decay is a chronic problem in software engineering. Starting from Karpathy's LLM Wiki concept, this article explores how LLMs can take over the tedious work of documentation maintenance, building a living knowledge base that evolves with code.

  Apr 9, 2026 - 7 minute read - LLM Documentation Software Engineering Karpathy Knowledge Management