The first payment in an AI API workflow should not be a big wallet top-up. It should be a controlled...
The first payment in an AI API workflow should not be a big wallet top-up.
It should be a controlled test.
When a developer is still proving a new OpenAI-compatible gateway, the risky moment is not only the first request. It is the first paid request after the setup works.
That is when several things can get mixed together:
the base URL is correct, but the paid model ID is not;
Most AI API onboarding advice starts with model choice: pick a cheap model, pick a fast model, pick...
A new AI API key should not end with a copy button and a vague feeling that setup is done. The first...
A passing AI API call is a good start. It is not enough evidence to scale traffic. The next question...
A practical staging checklist for teams that want multi-model access, better cost control, and fewer...
A lot of AI apps die in the same place. Not during the prototype phase. Not while testing...
A lot of AI gateway discussions stop at the same promise: one API key, many models, lower token...
