Choose early signals tied to outcomes: ratio of clarifying questions to statements, adherence to runbooks in stressful moments, or the number of customer stories referenced during proposals. These metrics are specific, coachable, and connected to decisions. They help teams adjust practice quickly, reward helpful behaviors publicly, and avoid long delays where weak foundations hide until stakes become painfully high.
Replace sprawling tests with focused demonstrations. Record a short scenario, submit a one-page analysis, or role-play a tricky conversation with a rubric. Keep logistics simple so assessments happen often. Each artifact becomes evidence of growth and a coaching anchor. Over time, a portfolio of small proofs builds credibility, accelerates trust, and reduces the need for subjective judgments in high-pressure reviews.
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