Manual rep counting is flawed. This guide explores building a cheat-proof AI Pull-Up Counter using Python and YOLO11 Pose Estimation. Learn to track skeletal joints in real-time, enforce strict form with "Angle Logic," and build an automated digital spotter that guarantees every rep counts.