The headline is about AI API requests needing a "receipt" for visibility. Let me craft a punchy headline under 12 words.

Short summary

Your first AI API request should provide a 'receipt' showing which project key, model, and auth succeeded; token counts; exact costs; and latency. Without this visibility, developers struggle with misconfigured URLs, wrong model aliases, and unexpected charges. The better path: project-scoped keys, tiny test requests with visible logs, one paid validation, then gradual scaling after the setup chain is proven.

• •First API request should include a 'receipt' with key info: project, model, tokens, cost, latency
• •Lack of visibility leads to common onboarding mistakes like wrong configs and surprise bills
• •Recommended path: scoped keys → test request → visible logs → one paid call → scale carefully

Generated with AI, which can make mistakes.