Catching breaking interface changes in TypeScript refactors (AST-based)
TypeScript AST contracts feed LLMs correct props; stops AI from hallucinating missing fields.
Static analysis CLI for UI codebases. Component patterns, dependency graphs, architectural insights, and AI-optimized context generation.
98% context reduction for AI agents—measured on real projects.
Frontend engineers working with AI assistants (Cursor, Claude, Cline, Copilot)
Codebase AI context generators · Cursor's native project indexing
TypeScript AST contracts feed LLMs correct props; stops AI from hallucinating missing fields.
Catches architectural erosion that Ruff and Semgrep miss entirely.
Tribal knowledge extraction automates architecture documentation; still unproven at scale.
Graph-aware RLM decomposition beats context-window limits; but Codeium/Sourcegraph Cody solve this already.
Deterministic semantic engine replaces LLM hallucinations with math-derived blueprints.
90 logging security checks running locally, but SonarQube and Semgrep already cover this.