Last December I did a stupid little personal audit. I opened my Udemy library, my Coursera transcript, and the Pluralsight history, and I counted: 47 courses purchased or enrolled in over 6 years 3 finished 11 "in progress" (defined as: I'd watched between 10% and 50%) 33 untouched after lesson 2 A 6.4% finish rate. I've been a software engineer for 9 years. I'm not lazy. I genuinely like learning. So why was I bleeding money and time into courses I never finished? I spent the next two weeks doing root-cause analysis on every abandoned course in that list. Patterns showed up fast. Pattern 1: Pacing mismatch The single biggest predictor of abandonment was a mismatch between the course's pacing and my actual weekly availability. Every course on Udemy and Coursera is built around an implicit assumption about how much time the learner has. A "10-hour Python course" assumes you watch it in roughly one or two sessions.…