... 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

... right move. If people were confused by the old name, it was probably limiting the product before they even tried it. "Cluing" feels much closer to what you're building now. Comment from Gordana Laskovic(@gordana_laskovic): @yahya_rogers  the biggest surprise has been how much faster people get it now With Collabwriting, we spent the first 30 seconds of every conversation undoing what the name had already told them. With Cluing, that friction is mostly gone. People arrive ... ... already seeing people find us who would never have clicked on "Collabwriting." The name was quietly filtering out exactly the users we wanted Comment from Gordana Laskovic(@gordana_laskovic): @hosseinyazdi  Thank you! Comment from Yahya Rogers

... that the app I stick with don't make me feel bad foe missing a day. They make it easy to come back, and I think that's what building a real habit over time. Comment from Yahya Rogers(@yahya_rogers

... often much messier than the examples we see in documentation. I'm curious what's the biggest challenge you've encountered with OpenAPI? Circular references? Inconsistent naming? Missing schemas? I'd love to hear your experiences. Comment from Yahya Rogers(@yahya_rogers

... honest experience is: PH gives you the venue, but the traffic has to come from somewhere, and "somewhere" is the audience you built (or didnt) in the months before. that said, i dont think "before the product" vs "after" is the real question. the failure mode isnt timing, its silence. i validated the idea privately (i was my own first user, scratching my own itch), which answered "is this worth building" but it answered nothing about "will strangers care ... ... Product Hunt on the 14th. No pressure at all, but would love your eyes on it if you're around. Either way, glad the idea was useful :D Comment from Sharun Kanan(@sharun_kanan): @busmark_w_nika  Roger

... absolutely right", "That makes a lot of sense", "Absolutely", "Definitely". If you catch yourself typing one, delete and rewrite. Argue on the structure. When I'm wrong, say: "I disagree because [reason]. Here's what I'd do instead [alternative]. The risk in your approach is [specific downside]." Give me the uncomfortable answer first. If there's a truth I probably don't want to hear, lead with it. First line, not buried in paragraph three. No warm-up paragraphs ... ... most useful thing you can say. If I push back, don't fold. Hold your position unless I give you genuinely new information. "But I really think" is not new information. Comment from Roopesh Donde(@roopesh_donde): @yahya_rogers

... questioning the direction? Comment from Fatima Khan(@fatima_shehzad): I think I would say this for marketing. Kept pushing on multiple platforms until I realized building the community on one platform is more than enough. Comment from Yahya Rogers(@yahya_rogers

... Less formatting more thinking. Comment from Samir Rashed(@samirrashed): @reem_kamal @momen_elshamy Comment from Nolan Vu(@nolan_vu): Excited to see what's in the update. Premast has been on my radar for a while as a faster alternative to Canva for presentation work. The thing I always appreciated was that the templates actually looked professional out of the box, not the kind where you need to redo half the slides to make them usable. One thing I hope ... ... love to know your feedback Comment from Aden Will(@aden__will): Honestly this is the right direction. Most teams still live inside PowerPoint so adding AI there feels way more practical than moving them somewhere new. Comment from Yahya Rogers

... importer), compress to a fixed aggregate, stateless inference your USB stick, but for portfolio signal, not chat logs. Proud you kept going on context portability; we re doing the regulated slice. Comment from hira siddiqui(@hira_siddiqui1): @yahya_rogers  yeah, wasn't really sure if the market would shift but I'm not complaining that it did :D We just thought we'd build something and open source it if nobody pays for it. But we wanted ... ... this alternative

... flashcard app with a browser extension that handles it via spaced repetition. Launching on PH soon...if you're up for it, would appreciate a follow (PRODUCT HUNT LAUNCH link in my profile). Comment from Yaoshen Luo(@lyshen): Hi, Roger. I want to share you a real repetitive task. Daily, when I is on call, many users send me some issues on the product. Most of them is easy. But I need to cost so much time to query ...

... Comment from Bengeekly(@bengeekly): I just discovered Stickerbox from your post and I love it, I wanted to buy it for my nephew but they only deliver in the US! Comment from Ben(@bencrypto__23): @busmark_w_nika  Roger and wilco. Comment from Stan Kolotinskiy(@sk_uxpin): @busmark_w_nika  sorry, I'm not really a gentle person :D Comment from Daniel Nwankwo(@daniel_nwankwo): I think Townhop was very special for me. The thought behind ...

... correct. Same principle here. Saturday shows what that looks like in practice Comment from Miles Anthony(@miles_anthony2): The shift here feels less like automation and more like delegating conversations ownership, which is a bigger leap. Comment from Yahya Rogers(@yahya_rogers

... Hi all! Checking in to let you know that V1.9 is now live! it addresses some rather important areas for ...

... signing up to your waitlist. 3. Your job on launch day is to be present and human: respond to every single comment, answer questions, show gratitude. Treat it like a conversation not a campaign. On your question about strategy vs. network effect: it's both, but the network effect is compounding and the strategy is just making sure you don't self-sabotage. Good luck with Curatora next week! I'm also pre-launch with Suitegenie and will be rooting ... ... trios start the snowball, but time and network squash it. Strategy sets the stage (pre-build hype, killer demo). Launched twice: I was taken aback by the volume of comments; the needle-mover sent supporters realtime direct messages; alternatively

... everyone, I m Roger. I m a product designer who helps founders tighten their product experience fast landing pages, onboarding, and key flows that need clarity, not decoration. I work in Figma, move quickly, and focus on improvements that actually change user behavior. If you re refining an MVP or need a clear design pass to unblock development, feel free to reach out. Happy to support anyone building here. rogeruiux ...

... Product Hunt launch with launches elsewhere. Yes, it sounds strange, but don t put everything on Product Hunt. Think of it like tennis : Product Hunt is the Grand Slam tournament. A tournament where only the best succeed (Novak Djokovic, Roger Federer/OpenAI, Claude etc). Competition is brutal. But there are many smaller tournaments/platforms where competition is lower and your product might actually find users. You ll also get valuable feedback you can use. 4. Having a hunter is more valuable than ...

... vision! Count me in! Do you have any idea of when it ll be launched? Comment from Erik Fiala(@erikfiala): @jose_victor_duarte  thanks man! MVP should be out around December time Comment from Erik Fiala(@erikfiala): @yahya_rogers  spot on. Comment from Yahya Rogers

... life, and you only realize how much you love it when someone tries to take it away. Would love to hear your examples (and selfishly, get some design inspiration ). Leon Co-founder @ Intecular Comment from Leon Xue(@leonxue1): @yahya_rogers  Yup, another extremely obvious and underlying staple for an incredibly wide range of daily-use products. Comment from Leon Xue(@leonxue1): @maklyen_may  Really good point. Apple's Cloud has been an inspiration for future-proofing the InvisOutlet ... ... adjusted it so that it turns on and brightens up in accordance to the sun rise, and it automatically dims in the evening a few hours before bedtime. Makes sleeping and waking up more natural! Comment from Yahya Rogers

... that may enable quantum computers capable of solving real-world problems that are intractable with classical computers. As @chrismessina and @terrence_kelleman mentioned, some scientists believe that quantum effects give rise to consciousness, including the mathematician, physicist and philosopher Roger Penrose (Nobel prize 2020). However, most scientists seem to believe that quantum effects are not relevant to information processing in the brain, and many AI researchers (e.g. Ray Kurzweil) think it will be possible to create generally intelligent robots that ...

... upvote for your product. I would be more than willing to return the favor. That's it! And I'll greatly appreciate you!!! Comment from Matt(@matt678): Done! Good luck guys Comment from Jao Japitana(@jao_japitana): @yahya_rogers Thank you so much! It surely will and we will be able to help more content creators around the globe Comment from Rafael Krueger(@deleted-7900033): Congrats! just upvoted, and I'll share this with my network too. Comment from Yahya ... ... Rogers

... connect and support each other. What is your app? Hola , name is Roger Mendoza and I started about 2 months ago on my app and it has been a happy and sometimes I am sweating bullets trying to keep with it all. Got some starting out bootstrapping and maybe some private funding from investor friends if all goes well. My app is a computer vision app that will allow for the reseller community to be able to find profits faster ...

... name is Roger Remacle and while I have been coding for some time, I finally got around to learning Python. TinyDomain will help you find good one word domains under 8 characters. It's very fast and free to use. I am planning a launch in the coming weeks and would be really happy to get feedback and questions :) https://tinydomain.net I put together an upcoming page at: https://www.producthunt.com/upco... Being a coder/developer is an endless learning curve full ... ... amazing discoveries. Retire? No thanks. Roger