Agent Lattice provides a structured knowledge graph for AI agents written as markdown files in a lat.md/ directory. It enables agents to discover design decisions, domain context, and business logic by linking source files to documentation via wiki-style links and special comments. The tool includes a lat check command that ensures documentation stays synchronized with code changes.