AI article

"LLM streaming works in the demo. These 4 hops break it in prod"

Community description: Words appear one by one on localhost, and LLM streaming looks done. In production the answer lands in...

Dev.to | Oct 7, 2026 | Ajay Vishwakarma

Automated excerpt

In production the answer lands in one lump, the model keeps generating after the user leaves, and half a sentence shows up as the full answer. Where does a streamed answer actually break? Why does the answer arrive all at once in production?

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