Define success criteria and metrics before work starts. Use for PRD outcomes, ML offline/online metrics, experiment yardsticks, roadmap ROI, ideation framing, debug done criteria, backprop workflow optimization, launch gates, acceptance criteria. Produces measurable targets, guardrails, measurement
Define success criteria and metrics before work starts. Use for PRD outcomes, ML offline/online metrics, experiment yardsticks, roadmap ROI, ideation framing, debug done criteria, backprop workflow optimization, launch gates, acceptance criteria. Produces measurable targets, guardrails, measurement plan, anti-metric-shopping lock, baselines, decision thresholds, and telemetry.