... 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

... balanced diet of espresso shots and questionable amounts of energy drinks, which means you guessed it: fresh updates are here. From saying goodbye to Coming Soon, to giving you a shiny red self-destruct button, to sprucing up Alternatives, and a shiny new footer, we ve packed a lot into this round. Coming Soon Forum Threads The old Coming Soon pages have officially retired ( and you lot noticed ). From now on, every new product you create gets its own forum ... ... Click it and your launch is gone. No forms, no waiting, no awkward back-and-forth, and our support team get to sleep in. (P.S. Don't worry if you accidentally delete your launch, our team can restore it) Alternatives

... turn to you, product folks => do you know a mailing tool where I can create template with custom data points being pulled from my back-end ? We're early, so the lower the cost, the better ! Cheers, Lancelot, vocca.ai ...

... Product Hunt friends! I launched Lancepilot.com , a smart WhatsApp marketing tool built for modern founders, marketers, and sales teams who want to automate outreach, engage leads, and convert chats into revenue. With Lancepilot

... typo. No clickbait. Just clarity. Let me explain Over the past few years, I ve been on a mission to build a bootstrapped SaaS business that hits $1M in revenue. And honestly, I wasn t far off. My product Lancepilot launched on Product Hunt, crushed it on AppSumo, and things were looking great. But something didn t feel right. Somewhere along the way, I realized I was thinking only about me. My goal slowly became: make more, grow faster, scale ... ... pause. Went deep into visualization, reflection, and a lot of what am I even doing kind of thinking. You might ve noticed I disappeared a bit. That was me, clearing the noise. And then it happened the same way Lancepilot