We're ex-GitHub engineers who built the code intelligence behind GitHub search at scale. We know compiler-grade context can make agents dramatically better.
AI coding tools often rely on manual, trial-and-error context engineering: stuffing prompts with tokens or sending agents to roam the repo. It's slow, brittle, and misses what actually matters: how your code connects and what happens at runtime.
Nuanced gives agents compiler-grade knowledge: symbol and type facts. The result is faster responses, edits you can trust, fewer wasted tokens, and context that stays fresh automatically as your codebase grows.