LLM Glue Questions From an AI Platform Loop

Four questions a senior engineer at an AI platform team asked me in 2024. Streaming token forwarding, retry-and-fallback across providers, tool-call validation, and a small token budgeter.

Question Bundle
Python
interview-prep
openai
model-serving
mlops
yukisingh

By @yukisingh

March 15, 2026

·

Updated August 12, 2026

386 views

6

4.3 (12)

The interviewer asked me to sketch a server-sent events handler that forwards LLM tokens from a provider to my browser client. The follow-up was about what happens when the client disconnects mid-stream.

What the loop drew on the board

The interviewer drew a chain: provider stream into a Python iterator, the iterator into an SSE response, the SSE into the client. They circled the iterator and asked what cancels the upstream call when the client goes away.

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