... Product Hunt! I'm Gustav, the creator of Radial. I built this because I kept repeating the same tasks dozens of times a day. Radial turns those into single-gesture actions. The video shows batch renaming, but it works for any repetitive task. What makes it different: Radial menu: Appears at your cursor, minimal mouse movement) Context-aware: Different actions per app No scripting required: We have a built in visual macro editor that doesn't require any scripting ...

... 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

... know that. I wasn t a regular user myself, but I did test the app about a year ago. From what I m seeing in the comments, long-time users are understandably panicking. There are plenty of alternatives out there, but it seems like people are struggling to find something they can easily switch to. So I m curious - how did you use Pocket? And have you found a replacement that actually works for you? I wrote an article about ... ... collaborative alternative