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The Missing Layer in AI Hackathons Isn't Another Model—It's a Better Budget Boundary

AI teams don't usually run out of ideas. They run out of a clean way to pay for experiments. That sounds like a finance problem, but it quickly becomes a developer-experience problem. A teammate wants to test an image model for a landing page. A designer wants to compare three video tools. Someone…

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  1. 2026-11-10 01:39 · DEV Community — AI
    The Missing Layer in AI Hackathons Isn't Another Model—It's a Better Budget Boundary

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