Framework recipes
Use these recipes after the quick start. Each path keeps the same operating loop: create a baseline, capture traces, promote reviewed failures into eval coverage, and gate regressions in CI.Pick the shortest path
Node or Next.js
Use this when your app already hasnpm test, pnpm test, or a similar quality command.
app/api/support/route.ts
Python or FastAPI
Install the SDK and bundled CLI:app.py
LangChain or RAG
For agents, chains, and retrieval systems, start by tracing the workflow shape. Then label the traces that reveal missed intent, wrong tool use, unsupported claims, stale retrieval, or unsafe output.The proof packet
Every recipe should produce the same reviewer packet before a change merges:
If one of those artifacts is missing, run: