Beyond File Paths: Building Stable Knowledge Bases for AI

Traditional file-based organization fails AI systems because paths are brittle locations rather than stable semantic anchors. To ensure reliable AI retrieval and reasoning, documentation must transition toward persistent references of meaning that survive edits and renames.