Catching breaking interface changes in TypeScript refactors (AST-based)
TypeScript AST contracts feed LLMs correct props; stops AI from hallucinating missing fields.
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
Execution-path analysis beats text search and embedding RAG for refactor safety.
Backend developers, refactoring large codebases, teams using AI code assistants
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TypeScript AST contracts feed LLMs correct props; stops AI from hallucinating missing fields.
Dependency graph persists across AI sessions; Claude never rescans the same files twice.
Graph-augmented RAG beats pure vector search, but codebase Q&A tools are crowded.
PR comments with proto schema diffs is genuinely useful for gRPC teams.
Deterministic cross-file impact analysis that catches breaking changes LLMs and linters miss.
Compressed JSON bundles fit tight context windows better than pasting files.