Speaking at conferences, deep dives into AI Architecture
Apr 18 · 7 min read · 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,...
Join discussionApr 17 · 5 min read · How 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...
Join discussionApr 16 · 5 min read · AI 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:...
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