ACTIVE RECALL · 169 TOPIC-SPECIFIC DRILLS
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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.
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THE SENIOR ANSWER FRAME
DECIDE, then prove it.
- DDefine users, goal, scale, constraints, and success.
- EEstablish assumptions and the simplest viable baseline.
- CCompare realistic options and rejected alternatives.
- IImplement data flow, interfaces, security, and rollout.
- DDetect failure through telemetry, tests, and SLOs.
- EEvaluate outcome, cost, limitations, and next decision.