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Designing AI API Failover That Survives Production

This story is from 2026-09-21. It is preserved in the archive; the latest stories are on the live feed.

Most AI features begin with a direct integration: choose a provider, add an API key, send a prompt, and return the response. That is fine for a prototype. In production, it couples your application to one provider’s uptime, latency, quotas, rate limits, billing behavior, and model availability. Whe…

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  1. 2026-09-21 03:31 · DEV Community — AI
    Designing AI API Failover That Survives Production

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