- Send one short request and verify auth succeeds.
- Check that the response format matches your SDK expectation.
- Retry once after a brief pause to spot transient failures.
- Log latency and compare it against your baseline provider.
A practical config example for a local shell profile or CI environment is below. Keep the environment variables in one place so the same settings can be reused by editors, agents, and command-line tools.
After saving the config, run a tiny request first. If you are using a framework that accepts OpenAI-compatible settings, point it to the relay endpoint and confirm that the first token appears quickly. Once the basic call works, try a normal coding task such as summarizing a file, reviewing a diff, or generating a small refactor plan. That gives a better signal than a synthetic benchmark alone.
For an operations checklist, confirm TLS, key rotation behavior, request logging, and rate-limit messages. If the relay is intended for a team, document which model names are valid, what timeouts are recommended, and how errors should be surfaced to end users. Those details matter more than broad claims.