Building RepWise: A Live AI Gym Coach That Rescues Your Workout

Building RepWise: A Live AI Gym Coach That Rescues Your Workout This article was created for the purposes of entering the Gemini Live Agent Challenge. The Problem Most people don't quit workouts because they're lazy. They quit because something breaks. The bench is taken. Energy crashes mid-session. A movement hurts. You don't recognize the exercise your plan says to do next. You only have 15 minutes left instead of 30. These are real friction points that happen in every gym, every day. And no fitness app handles them. They generate a plan, hand it to you, and disappear.