Teams keep running into the same pattern: token spikes, surprise bills, quota pain, and expensive fallback behavior. The practical fixes are usually clearer routing, stricter spend controls, and a reliable paid backup path.
I run CheapAI. Sharing a resource-style post here because this community discusses real operational pain around pricing and reliability, and this is the setup pattern we keep seeing help.
CheapAI offers lower-cost AI API access: https://cheap-api.shop/
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