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The article explains why Tree-sitter is unsuitable for deep program analysis, highlighting how it discards critical tokens like operators and keywords. It advocates for using the Cubix framework as a more robust alternative for building semantic analysis and refactoring tools.
Octocode transforms code projects into navigable knowledge graphs for AI agents like Claude, Cursor, and Windsurf, using tree-sitter AST parsing and MCP integration to enable semantic search and dependency navigation.