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At some point your AI bill stops being a rounding error and someone asks the obvious question: who spent what, on which model, doing what? Answering it means putting something between your developers and the providers — or putting something next to the providers. There are three common shapes, ...
The Problem With Talking Directly to LLMs Most teams start by wiring their app straight to the OpenAI API. It works — until you need to add auth, rate limiting, observability, or swap out the model provider. Now you're rewriting application code instead of config.
Proxy servers aren’t exactly a high-profile tool – and yet, they power much of AI infrastructure. A proxy server is another device with its own IP address that you use to access the web. In aggregate, they let you open many webpages through automated means without encountering CAPTCHAs or other...
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