Most AI API onboarding advice starts with model choice: pick a cheap model, pick a fast model, pick the newest model.

That is useful, but it skips the thing that actually proves your integration exists: can a brand-new project key make one boring request and leave an auditable log?

A practical first test looks like this:

Create a project-scoped API key.

Set only the base URL, key, and one model id.