
Learn when streaks improve retention, when they create fragile engagement, and how PMs can design healthier systems around user progress.

Learn how tech PMs can take over inherited products, gather context, clean up backlogs, find quick wins, and make smarter decisions.

Learn how PMs can use AI evals to diagnose output quality issues, set pass criteria, and improve AI features with less guesswork.

Learn how PMs can replace bloated PRDs with lightweight docs that align teams, reduce risk, and keep AI-assisted development moving.