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Integrating AI APIs into Web Applications: OpenAI, Claude, and DeepSeek Compared in Production

This story is from 2026-09-22. It is preserved in the archive; the latest stories are on the live feed.

You've shipped the demo. The AI feature works beautifully on localhost, generates coherent responses, and impresses everyone in the standup. Then you hit production and reality arrives: inconsistent response formats, ballooning token costs, timeouts under load, and users complaining the thing "just…

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  1. 2026-09-22 01:00 · DEV Community — AI
    Integrating AI APIs into Web Applications: OpenAI, Claude, and DeepSeek Compared in Production

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