The unglamorous design question that exposes who has run LLMs in production. Batch APIs at 50% off, idempotency keys, poison records, spend kill-switches: the full checklist interviewers listen for.
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Run an LLM over 10 million records nightly, within budget. Design the batch pipeline.
The unglamorous design question that exposes who has run LLMs in production. Batch APIs at 50% off, idempotency keys, poison records, spend kill-switches: the full checklist interviewers listen for.
Updated Sep 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.
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