Wiki · Theme
document-formats
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Heuristic Structure documents for AI consumption, not just human reading Human-formatted documents obstruct AI consumption; plain-text formats such as Markdown let AI work with the underlying knowledge efficiently. Pattern AI treats documentation as authoritative In the pre-AI world, messy or incomplete documentation was tolerable because humans interpreted around it; AI does not, and instead surfaces and propagates errors, stale content, and inconsistent processes — which changes the maintenance burden of every document an AI can see.