Plug Terraphim Search into Claude Code and opencode (CLI First, MCP When You Need It)Your AI coding agent already has a knowledge graph. It is just not yours yet. The model knows GitHub, Stack Overflow, and the public training corpus -- it has no idea that in your project npm should be bun, that RFP is shorthand for acquisition need,...Apr 18 · 7 min readterraphim.hashnode.dev
Teaching AI Coding Agents with Knowledge Graph HooksHow we use Aho-Corasick automata and knowledge graphs to automatically enforce coding standards across AI coding agents like Claude Code, Cursor, and Aider. New: see Why Graph Embeddings Matter for the underlying engine that makes these hooks possib...Apr 17 · 5 min readterraphim.hashnode.dev
Disciplined Engineering: How We Build AI Systems That Actually WorkAI coding agents are making us worse engineers, unless we add discipline back. Here is what we do instead of vibe coding, and how you can do it too in 30 seconds. The Vibe Coding Problem Every AI-generated pull request we review has the same pattern:...Apr 16 · 5 min readterraphim.hashnode.dev
