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OpenAI-compatible APIs vs provider abstraction: What actually transfers across LLM providers?

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

OpenAI-compatible APIs promise something very attractive: write one integration, change the base_url and model, and move between LLM providers without rewriting your application. For basic chat, this often works surprisingly well. The more interesting question is what that compatibility actually gu…

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  1. 2026-10-08 17:08 · DEV Community — AI
    OpenAI-compatible APIs vs provider abstraction: What actually transfers across LLM providers?

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