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Don't Block Your GPU: Architecting a Distributed AI Audio Backend with FastAPI, Celery, and Redis

This story is from 2026-09-29. It is preserved in the archive; the latest stories are on the live feed.

1. The Event Loop Trap (Why Your API is Crashing) You’ve just built a brilliant AI audio transcription system using PyTorch and Faster-Whisper. It works flawlessly in your local environment. To show it to the world, you wrap it in a FastAPI endpoint, deploy it, and send a test request. It works per…

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  1. 2026-09-29 19:07 · DEV Community — AI
    Don't Block Your GPU: Architecting a Distributed AI Audio Backend with FastAPI, Celery, and Redis

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