Lagging, Leading, and Learning
Balance lagging signals like retention with leading indicators such as first task shipped, plus qualitative learning notes. Together, they paint a trustworthy picture without overfitting. Publish aggregated insights, protect privacy, and use trends to adjust pacing, materials, and support, then publicly close the loop on improvements you promised.