The Mirror and the Machine: Reclaiming Scrum Refinement in the Age of AI

The article argues that Agile refinement has drifted from its original purpose of shared understanding into premature implementation design, with user stories becoming prescriptive work orders rather than expressions of intent. It advocates refocusing refinement on understanding the actual problem—illustrated by an ETL search example where deeper inquiry revealed a simpler navigation solution—and introduces the concept of 'mirror pieces,' early implementations used not as finished deliverables but as tools to validate understanding against reality.