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AI readinessAI eraJudgment, limits and craft with AI Review AI codeAI eraSpot the bug an AI left behind Vibe codingAI eraDirect the model, then verify it CodingAlgorithms and data structures BehavioralReal moments, told carefully SituationalReasoning under hypothetical pressure DomainField knowledge, used not recited System designTrade-offs when no answer is obvious Product senseJudgment about what to build and why Culture fitHow you work with a team Communication & influenceMoving a room without authority

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