Structured Context Before AI: The Rule That Made My Legacy Analysis Tool Useful

AI-assisted coding tools often fail because they are asked to think too early without sufficient structured context. To get useful AI output, especially with legacy codebases, it's crucial to provide comprehensive context beyond a single file.