What EvalGate is for
EvalGate is CI for AI behavior. It helps AI teams stop the same failure from shipping twice. You capture what your AI actually did, turn the bad cases into test cases, and then block any future change that brings those cases back.The one idea behind everything
EvalGate is a single loop: trace → eval → gate.- Trace. Your app records what the model did — inputs, outputs, tool calls, cost, latency.
- Eval. A person reviews a real failure and promotes it into a reusable test case.
- Gate. That case runs in CI. The next prompt, model, or retriever change that breaks it fails the build before it reaches users.
What you do not need to know first
- You do not need an account to start. The first gate runs locally.
- You do not need to understand LLM judges, calibration, or online eval to read these guides. Each one explains only what it uses.
- You do not need to be an ML engineer. If you can follow a numbered list, you can use EvalGate.