Testing & Observability
Reliable AI integration requires two things: deterministic validation before release and clear runtime visibility after release. This section groups the guides that help you test TramAI without network instability and observe it under real workloads.
In This Section
| Guide | Focus |
|---|---|
| Testing TramAI Code | Mock providers, record/replay flows, and verification strategies |
| Observability | Traces, metrics, and runtime visibility for AI operations |
| CI Integration | Running deterministic AI tests in CI pipelines and gated delivery flows |
When To Start Here
Start here when you already understand the core APIs and want confidence, traceability, and operational visibility around them.