Your question is Scale Token Generator. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Describe how you would design a function that returns tokens for an LLM system to scale to 100,000 requests per second.
Clarify the API contract, tokenization semantics, and latency and availability goals. Explain the online serving architecture, capacity estimates, caching, rollout strategy, observability, and how you would prevent tokenizer version mismatches with downstream LLM training and inference.