Rapid Fire: Production
Question → 3-line answer, flashcard style.
Prerequisites
Production — work through the full section first. This deck strengthens recall of material you already understand; it will quietly fail you on material you don't.
How to use this deck
Cover the answer. Read only the question. Say your answer out loud, in full sentences, as if explaining it to someone who hasn't read the page. Then uncover and compare — not "did I know it?" but did I say it as cleanly as that?
Recognising an answer feels almost identical to being able to produce one, and the two come apart the moment you have to actually explain something. Anything you couldn't say fluently is a signal to reread its full page, one click away below.
Latency and cost
Card 1 of 6
TTFT vs total latency — what drives each?
Reliability
Card 1 of 6
Which errors do you retry, and how?
Testing and rollout
Card 1 of 2
What do prompt regression tests in CI look like?
Security
Card 1 of 5
Direct vs indirect prompt injection?
Full treatment: Production — the mechanisms behind every answer above.