Zero-minute diagnostic
Start with a brisk, authentic task before instruction, capturing thinking aloud or intermediate outputs. No grading, only patterns. The goal is contrast: learners should later see growth. You also gain priceless cues for tailoring examples, deciding pacing, and prioritizing misconceptions that would otherwise multiply silently.