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Honest Fallbacks: Deterministic Classification When the Model Is Down

This story is from 2026-09-23. It is preserved in the archive; the latest stories are on the live feed.

Why this matters AI-powered SaaS products face an unglamorous reality: models time out, APIs rate-limit, and providers have bad days. The product still has to respond. The question is what it says when the smart path is unavailable. Deterministic classification as a fallback A pattern we keep retur…

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  1. 2026-09-23 13:47 · DEV Community — AI
    Honest Fallbacks: Deterministic Classification When the Model Is Down

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