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Forty teams want to call models. Design the gateway that sits between them and the providers.

Without one, every team implements its own retries, its own key handling, its own logging policy, and nobody can answer what the company spends or what a model change would break.

Updated Sep 2026 · Grounded in researched DevOps, SRE and platform engineering interview loops, written to a senior-engineer editorial bar, and never padded to hit a word count.

Without one, every team implements its own retries, its own key handling, its own logging policy, and nobody can answer what the company spends or what a model change would break.

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