... Product Hunt I'm Tade, a solo indie dev based in Manchester. I build Mac and iOS apps, currently full-time on my own stuff after years of freelance + contract work. I've shipped a few things: Haven Guide and Hubbit on iOS, and I'm about to launch my first Mac app here next week, Motivv, an honest focus tracker that grades how you actually work, not just how long you sat at your laptop ... ... Flutter and SwiftUI. Excited to be more active here; I would love to connect with other solo builders, especially anyone doing Mac/iOS or building in public. What are you all working on? Comment from Kush Gilitwala(@kush_gilitwala): Welcome, Tade

... Tade, solo indie dev from Manchester. Launching my first Mac app here on PH next Tuesday, Motivv Quick pitch: every productivity tracker I've used just measures screen time. But screen time lies. 8 hours on your Mac isn't 8 hours of work; you switched apps 200 times, stared at Slack, and "researched" for an hour. Motivv tracks the rhythm of your work instead of the volume: Focus blocks (sustained time in one app) Drift moments (rapid switching that ...

... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs