AI Senior GenAI Handbook

ACTIVE RECALL · 227 TOPIC-SPECIFIC DRILLS

Interview studio

Answer aloud before revealing the guide. Strong senior answers clarify the problem, make a recommendation, explain trade-offs, cover failure and measurement, and connect to honest evidence.

PRACTICE COCKPIT

Run high-pressure loops, deliberately.

  • Space toggles answer reveal while you speak.
  • 1 / 2 / 3 scores revisit, needs practice, or confident.
  • N advances instantly to the next question.

Keyboard flow: Space reveal, 1/2/3 rate, N next.

Choose your focus and start.

Your confidence ratings remain in this browser and can prioritize weak questions later.

CONFIDENCE MAP

See weak zones before they surprise you.

Based on your local confidence ratings in this browser. Higher bars mean stronger recall consistency.

THE SENIOR ANSWER FRAME

DECIDE, then prove it.

  1. DDefine users, goal, scale, constraints, and success.
  2. EEstablish assumptions and the simplest viable baseline.
  3. CCompare realistic options and rejected alternatives.
  4. IImplement data flow, interfaces, security, and rollout.
  5. DDetect failure through telemetry, tests, and SLOs.
  6. EEvaluate outcome, cost, limitations, and next decision.
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