... there's a distinction I keep thinking about: apps built with AI (Cursor, Claude, Copilot writing the code) vs apps that depend on AI APIs at runtime to function. I'm in the first camp. I used AI-assisted coding heavily to build Briskly (a cleaning app that scans your room and generates a timed task list), but the app itself makes zero LLM API calls. The scanning runs on Apple's Vision framework, entirely on-device. No tokens ... ... pricing volatility bitten anyone yet? Anyone shipped with local/on-device models (Apple's Foundation Models, Core ML, quantised open models)? How was the quality gap in practice? Where's the line for you? Which features genuinely need a frontier model vs

... user recently shared detailed feedback about how Pocket Screen behaved with Stage Manager. That sent me down a much deeper technical path than I expected. The straightforward implementation did not work: once the source window moved to the Stage Manager shelf, macOS returned only the small shelf preview instead of the original full-size window. After testing several approaches, I decided not to wait for a perfect solution. Pocket

... Thank you again for all the thoughtful feedback on Pocket Screen. Version 1.5.0 has now been approved and is available on the Mac App Store. Several improvements in this update were shaped directly by the feedback I received here, including requests for better performance control and more flexibility in how each floating window is displayed. What s new: Focus View select and magnify only the part of a window you need Per-PiP update quality choose Energy Saver, Standard ... ... keys are now shown directly in the menu For example, you can keep a video running in Smooth mode while displaying a document or dashboard in Energy Saver mode to reduce unnecessary processing. Thank you to everyone who tried Pocket

... Thank you to everyone who supported the Pocket Screen launch and shared thoughtful comments and feature requests. The feedback I received on Product Hunt was especially valuable. Based on those suggestions, I ve released Pocket

... wrote in junior high full of an entire "magic system" I invented (twelve zodiac spells, solar arts, seal-curses). Pure chuuni, that fantasy-prone teenage phase. Instead of cringing, I decided to actually build it. Kaikoku is an antique pocket watch that lives in your palm. The chain swings on real physics. Snap the hunter lid shut and magic charges; open it and the day unseals. By night you wind the dial to cast one of twelve arcana ...

... didn't even exist. Comment from Bella Pasynkova(@new_user___05720260c845969b5e63ddb): @marie_saxon  Love this list. ChatGPT and Claude has honestly become my second brain for startup building Comment from Shehide Memet(@shehideay): VS code Wisper Flow Claude Code/Codex Openclaw My physical daily pocket

... love your thoughts on AI Hive as well. We're building automation flows for teams who want to skip the manual handoffs Comment from Nolan Vu(@nolan_vu): @harmeet_singh13  The audit tool showing what an AI fetches vs. what humans see is a genuinely useful framing. Most brands have no idea their site looks completely different to an LLM than to a person clicking through. GEO is still pretty early so I think tools like this are going ... ... right audience. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative

... turn experience into useful products. Right now I m building two things: AllAi1 because the problem is no longer finding AI tools. The problem is knowing which ones are actually worth your time, money, and trust. sologang.io a pocket C-suite for solo founders. You bring the idea sologang gives you an AI team to help you think, decide, and execute faster. No grand manifesto. No fake we re changing the world speech. Just building, learning, testing, and trying ... ... share whatever I figure out along the way. Let's stay connected! Comment from alfredo Oma a(@allfredus): @anna_ludwinowski Launching Enterprise first makes total sense if that's where the traction is. About Spaice: it s basically a pocket

... microscopic, hyper-optimized 41MB footprint that runs locally on your device with zero internet permissions. The Vision: We are building a community-first technology ecosystem. By slashing production overhead and putting studio-grade tools directly in a filmmaker's pocket, we want to shift the break-even economics of indie cinema. We want to give creators their economic sovereignty back so they can carve out their own spaces in theaters and save the raw storytelling that makes cinema great ...

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... charge upfront, mass-refund later" model is a ticking time bomb for your Shopify business and how you can test product demand without risking your payment processor account. 1. The Devastating Hidden Cost: Unrecoverable Fees The biggest secret that competitors offering automatic mass refunds won't tell you is how payment gateway fees work. When a customer buys something on your Shopify store, your payment gateway (whether it s Shopify Payments, Stripe, or PayPal) takes a processing fee typically around ... ... triggers an "automatic refund" for all 300 customers. You are legally required to return the full $30,000 to the buyers. Because the gateway keeps the $960 in fees, that money has to come directly out of your own pocket

... everything because I thought it would move me somewhere. It turned out that these people were more likely to promise me that they would make money from me. In some cases, I thought that promoting with 10 in my pocket would bring me bohemian results it turned out that 10 euros cost me one viewer from the YT ad :D Comment from Harry Gregor(@harry_gregor): Dear Nika, you piqued my interest thought I'd say hi. I have ... ... signs for good/bad collaborations before they happen? How do you filter these invites? Comment from Rivra(@rivra_dev): Great question, Nika. Hindsight really is 20/20 in the startup world. For me, it was over-indexing on 'feature parity' with competitors

... have a confession to make. I've been saving articles "to read later" for at least three years. My bookmark folder has 800+ entries. My Pocket library is a graveyard. I keep promising myself I'll catch up and never do. The problem isn't the tools. Pocket

... Product Hunt I have a confession: I've been saving articles "to read later" for at least three years now. My bookmark folder has 800+ entries. My Pocket library is a graveyard. My Chrome history shows I open the same article tabs dozens of times before giving up. The problem isn't lack of intent I genuinely want to read these things. The problem is that no tool ever brings me back to them at the right moment. Bookmarks ...

... kitchens: Fridge photo Jain thali in 10 seconds (no roots, no onion, no garlic) YouTube reel full recipe + grocery list Gym PDF 7-day desi meal plan It s completely free, no limits. We re fully bootstrapped built with pocket money and whatever free time we get between studies. No external funding yet. We just launched on Product Hunt and would love honest feedback from people who actually cook Indian food. Try it here: https://tikkamate.vercel.app What feature would ...

... Kids love collecting rocks. My kid is no exception, there are rocks in every pocket, under the bed, and sometimes in the washing machine. https://lilpebs.com So we built LilPebs. It's a website where kids can photograph their rocks, get them identified with AI, organize them into collections, and share their finds with other young collectors in a gallery that's safe by default, no comments sections, no DMs, just sticker reactions and moderated posts. What it does: Rock ...

... orchestration tool for last 2 years. 80% of our current users are previous Clay users and the most common thing we get from them is that we are much easier to understand and use, and are easy on the pocket. Our tool is being used now by 1000+ teams including fortune 500 and series B+ companies. Check us out and if you like what we are building then give us an upvote - https://www.producthunt.com/prod... ...

... just knew visa rules for my passport, real Wi-Fi speeds at nearby cafes, what things actually cost, and tips from people who were just there last week, not three years ago. Having that kind of info in your pocket changes how you travel. You walk into a new city with confidence instead of anxiety. If that resonates, we just launched on Product Hunt would love to hear what you think. https://www.producthunt.com/prod... ...

... moment they want consistent outcomes, they hit the paid tier. Out of curiosity do you usually prefer a free tier, or a short trial that unlocks the full product? Comment from Takahito Yoneda(@y_taka): Your general versus tailored approach translates perfectly to how I think about SaaS pricing, where it usually comes down to core utility versus

... start chatting. How to try it Open VibePocket Create a container. Select OpenClaw from the agent list Choose your model + enter your API key Paste your Telegram Bot Token (from @BotFather) Save your OpenClaw gateway comes online Vibe Pocket lets you run 18 different CLI agents on mobile or web via secure cloud containers that run persistently in the background. Simply connect your GitHub, pick an agent, and start building from any device without any setup. Try now at vibepocket.com ...

... that converts any article url to audio. you paste a link (medium, substack, blogs, news, even twitter threads) and get natural ai audio in like 30 seconds. built it bc i had 300+ articles saved in pocket that i never read. realised the problem wasnt time or discipline it was that reading requires ur eyes + hands which are always busy. ears tho? free like 90% of the time. so now i listen during commutes, walks, washing dishes. went from reading ... ... account needed - free tier is 3 articles/week, pro for unlimited launching on ph march 19. would love feedback from this community what would make u actually use something like this? Comment from Kent Green(@heyitskent): I miss pocket

... built BottleXP an AI sommelier that lives in your pocket, the idea came from I was traveling across Europe and realized wine here is incredible. So many options, so affordable. But as a casual drinker, I had no idea how to choose. So I started build BottleXP, just take shelf photos and asking AI to pick for me. After a few rounds of taste correction, it actually got me. It knew what I liked better than I did. https://bottlexp.shop ...

... year. You are spending one full month of your life every year just scrolling through noise. Most of that content is irrelevant, yet we consume it because of FOMO. 2. Why Your Current Tools Are Failing You Tools like Pocket or Instapaper are great, but they require work. You have to find, save, and organize. Aggregators like Feedly just give you a longer list to scroll through. The problem isn't a lack of tools; it s Decision Fatigue. Every ...

... about! Habit Builder Imagine waking up each day not dreading your to-do list, but excited to build a version of yourself that s stronger, more focused, and truly unstoppable. That s the power of HabitBuilder.pro the ultimate pocket coach that turns fleeting resolutions into lifelong transformations. Whether you re a busy professional in Dallas juggling meetings and family, a student aiming for better study routines, or anyone tired of starting habits only to stop a week later, this beautifully ...

... With Vibe Pocket , you can run 18 different CLI agents on mobile or web via secure cloud containers that run persistently in the background. Simply connect your GitHub, pick an agent, and start building from any device. My Product Hunt launch exceeded my expectations! However, as an MVP, it had its share of bugs. We ve been working hard on a major new release that includes the following features and fixes: New "Lite" Plan: Added a budget-friendly tier ...