Sm8vE8c8dT25lbZQ7pR6VQ==;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
- The four numbers (say these before anything else)
-
Q: "Your customer's assistant has a 4-second time-to-first-token. Fix it."
-
Q: "Your engineer's QLoRA fine-tune is OOMing. Walk me through it."
- What the interviewer is actually testing
- Step 1 — The ledger, and the sentence that proves you've done this
- Step 2 — Clarify, because two answers change the diagnosis completely
- Step 3 — The fix ladder, cheapest and least harmful first
- Step 4 — The two traps worth volunteering
- The spoken version (60 seconds)
- Follow-up probes to expect
- Pillar 2 cheat sheet
- Connections