Documentation Debt: The Hidden Cost of AI-Optimized Specs

As documentation structures become increasingly sophisticated to accommodate AI systems, teams often discover that maintenance burden actually increases rather than decreases. The real problem isn't AI readability but documentation ownership: specs quickly become out of sync with actual code changes, creating hidden technical debt that structured formatting alone cannot prevent.