A small API balance top-up is useful, but it is not the end of onboarding. For a developer tool, the...
A small API balance top-up is useful, but it is not the end of onboarding.
For a developer tool, the next proof is one verified billable request: same project key, known model ID, expected cost visible, request log readable, and balance movement easy to explain.
Without that receipt, the user has paid but still has not learned whether the route is safe enough for real workload.
The receipt that matters
After the first top-up, the product should make the next request boring and auditable:
The first payment in an AI API workflow should not be a big wallet top-up. It should be a controlled...
A first successful AI API request proves that the key, endpoint, model ID, and request shape can work...
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...
Most AI API onboarding advice starts with model choice: pick a cheap model, pick a fast model, pick...
If you bill per result, there is one design decision that quietly decides whether customers trust...
