TFTokens Forgeintokensforge.hashnode.dev·1d ago · 2 min readCheap AI token platforms need visible failed-request rulesCheap AI token platforms need visible failed-request rules Low-cost AI model tokens are useful only when users can tell what happens after a request fails. A failed request is not just an error messag00
TFTokens Forgeintokensforge.hashnode.dev·1d ago · 2 min readCheap AI token platforms need model catalogs that create working API keysCheap AI token platforms need model catalogs that create working API keys A model catalog is not just a marketing page. For an AI token platform, the catalog is where users decide whether they can tru00
TFTokens Forgeintokensforge.hashnode.dev·1d ago · 2 min readCheap AI token platforms need exportable usage receiptsCheap AI token platforms need exportable usage receipts Cheap AI tokens are easier to trust when every request can be reconciled later. A user may buy balance, create an API key, test a model, run an 00
TFTokens Forgeintokensforge.hashnode.dev·1d ago · 2 min readCheap AI token platforms need examples that match the real APICheap AI token platforms should not stop at a model list and a price table. The next thing a developer looks for is an example they can copy into an app. If that example uses a generic base URL, a mod00
TFTokens Forgeintokensforge.hashnode.dev·1d ago · 3 min readCheap AI token platforms need a clean first API key handoffThe first API key is the moment an AI token platform becomes real for a developer. Before that moment, the product can talk about cheaper model access, GPT / Claude / Gemini coverage, routing, researc00
