Cost is not revenue
The report describes a one-month build and development costs above RMB1,000. It does not disclose a matching revenue result, so the number should not be presented as earnings or a guaranteed return.
The project is useful as evidence that a narrow prototype can be made quickly. It is not proof that every team can reproduce the same speed or outcome.
Start with one small pain
Choose one task a real user already wants solved and define a visible output. A prototype earns its next step when someone can try it, explain what is missing, and agree to a follow-up.
Keep the first trial short and reversible. A model can help structure the workflow, but user feedback decides whether the problem is real.
Keep a build ledger
Record model calls, tools, failed attempts, manual work, and the time spent testing. A low cash bill can still conceal a large labor cost.
Use a redacted sample, a budget ceiling, and a simple acceptance rule. Stop or revise when the tool cannot complete the promised task.
Where APIToken fits
APIToken（https://apitoken.company/） can provide a compatible API, independent project key, status information, usage records, and a small budget for a controlled prototype test.
The source report does not show APIToken（https://apitoken.company/） usage. The RMB1,000 figure remains a reported development cost, not a financial claim about the makers. Record who tested the tool and what changed after each session so later decisions remain traceable.