... Product Hunt I'm Ethan Walkrman, a chef turned vibe builder at Matestable.com. Years on the pass taught me that taste doesn t fit inside a star rating it lives in what you order again, who you trust, and the table you keep talking about. Now I m building an agent discovery community that learns those signals and turns them into better restaurant discoveries. Early days. Shipping in public. Good to meet ...

... Your product didn't get more trustworthy and in 2026, those turned out to be two completely different problems. Here's the line that reframed it for me. Stanford's AI Index this year leans on a phrase from Ethan Mollick the "jagged frontier" to describe how these systems excel and then fall off a cliff with no warning. Their example is almost too good: an AI model can win a gold medal at the International Math Olympiad and still ... ... transcripts starts accurate and then decays, not because the model changed but because your users did. Which means it has to be refreshed from live traffic on a schedule, or in a year you have rebuilt the exact lab-versus

... they appreciate the solution. Another major bottleneck is distribution and shortening the sales cycle. Enterprise customers often need multiple touch points before they adopt a new technology, even when the value is clear. Comment from Somesh Putatunda(@somesh_putatunda): @ethan_cheng  I can definitely relate to that. Acquiring users is one challenge, but earning enough value and trust for them to stay is a completely different game. Solving both consistently is what makes growth sustainable ... ... discover you through proof. A 20-second clip of the thing actually working got us more genuine curiosity than any pitch ever did. Still feels like early days on this, though. Curious if you've found anything that compounds, versus

... Some of the best ideas appear when I'm away from the screen and my brain has space to connect the dots. What do you do to have better ideas and build faster? Comment from Adana Marukhyan(@adana): @ethan_cheng  HaHa =D We all came to the conclusion that we mustn't think about the problem to solve it )) Are you building something? Comment from Melika Kamalifard(@melika_kamalifard): For me it's learning something small every ... ... example =) And yes, zooming out from a specific task helps a lot. When you stop looking at the problem from inside the process and see the bigger picture, you start noticing patterns and opportunities to improve things. Comment from Ethan

... that almost nobody finds out from a system. They find out from a person, usually annoyed, usually hours after it happened. Tell me that is wrong. I would genuinely like it to be wrong. Comment from Aadil Ghani(@aadilghani): @ethan_walker9   The timeout problem is the one I'm least done thinking about, so I'll give you the honest state of it rather than a clean answer, because I don't think anyone has the clean answer ... ... Genuine question, since Writeara lives exactly on this line: do you treat every destination as one publish-gate, or does the gate's weight scale with the destination's reach, a push to a personal blog with 12 readers versus

... send a one-pager, it's faster." A dense page of text and I read none of it. A deck gives an investor a clean, focused way to follow your story, one idea at a time. "Don't mention competitors, it makes you look weak." A blank competition slide reads as naive, not dominant. Showing you understand the landscape is what makes the "here's our edge" line land. I've watched each of these cost founders real momentum ... ... realize it was wrong before or after it bit you? Comment from Steve Barns(@steve_newdaythera): My favorite is when I get contradicting advice from various pitch reviews: "Get into the weeds about your regulatory path" and alternatively

... median points needed to break the top 5 and top 10 on each day. Check the full report here: https://app.databox.com/shared/a... The short version: Saturday is the easiest day. Only 266 median points to crack top 5, vs 360 on Wednesday. That's a 35% harder climb on the worst day vs

... examples. hearing the difference would probably answer most of my questions right away. Comment from Ghost Kitty(@ghost-kitty-9924129): Comment Deleted Comment from Mila:)(@ai_mila): @normawickwx  That's a great tip! Comment from Mila:)(@ai_mila): @ethan_walker14  Thank you! Let us know if you have any feedback ...

... Ethan, a solo indie developer building Sleep Island. I ve been building it for almost a year, and it recently reached 2,000+ daily active users. It s a sleep app that works with or without an Apple Watch: watch-free sleep tracking, relaxing sleep sounds, local snore recording, sleep talk recording, and detailed sleep reports. For this launch, $29.99 Lifetime Premium is free until June 28. Would love feedback from iOS users, especially people who don t like wearing ...

... Context Engine for my Models 4. Replicate - Content Generation & Training Image & Video Models 5. Resend - API managed emails Also, recently - its Klipio, My own tool for Static Image ad creatives from competitor ads. Comment from Justin Verlin(@justin_verlin): Claude Code VS

... Comment from Suzy Chase(@suzychase): Legit, it's my desktop. It's not even a folder anymore, it's a graveyard at this point. Comment from Kseniia Che(@kseniia_che): Downloads, of course. But screenshots are becoming a serious competitor. And then there are my 20 open browser tabs, which seem to worry other people more than they worry me Comment from Nika(@busmark_w_nika): I do not want to spoil, but... soon, it will be my desktop wallpaper ... ... discovering things you forgot existed. Comment from Tony(@tony2742): @sebastian_patterson   Random PDFs deserve their own category at this point. Manuals, invoices, receipts, reports, guides... somehow they all end up in the same place. Comment from Tony(@tony2742): @ethan

... just borrow a human s implied authority. an sample screenshot of permissions: Comment from Riya Pariyar(@riya_pariyar): @zhen_han  this answers it really well, thank you. the auditable actor trail piece is what makes it feel trustworthy vs just functional. knowing which agent did what, with what scope, is the kind of thing that matters a lot once teams actually start depending on this. Comment from Zhen Han(@zhen_han): @ethan

... full cat body with moving legs but yeah, that might ve been a bit too much Comment from Ghost Kitty(@ghost-kitty-9667996): Comment Deleted Comment from Ghost Kitty(@ghost-kitty-9647813): Comment Deleted Comment from Sangwon Lee(@gamzabaw): @ethan_walker14  Totally agree it s always the small details that make the difference. Comment from Sangwon Lee(@gamzabaw): @elliot_grant1  Exactly, we can t stop human hands from being a bit jittery, but the tool can definitely help ...

... Claude just because of that Pentagon case, or were you using it before as well? Comment from Nika(@busmark_w_nika): @dishantsinghdev  Thanks to that, Claude started growing pretty fast. Comment from Nika(@busmark_w_nika): @ethan_blake2  IMO, every of these companies somehow collabs with governments. So it is like choosing from a bigger evil and smaller evil Comment from Nika(@busmark_w_nika): @mason_clark2  For me too, but I'm consciously trying to call ...

... Launching Tight Studio Starter plan, a much more powerful Screen Studio alternative at only $5 per month (and $3.75 per month if you subscribe yearly). If you missed it: we recently won Product of the Day on Product Hunt - people love it as the modern, AI-native alternative

... Inspired by Lenny s podcast with Ethan Smith (so good, you need to listen - the advice for builders is insane and can't believe it's free...), I wanted to share a few things I ve been seeing going deep into Answer Engine Optimization (AEO) for @Meet-Ting . I spend a lot of my day in GPT and Gemini, and over the last few months I started getting more curious about how their recommendations are actually pulled from ... ... expert, listen to the podcast, but I am actively tackling it so have some tactical learnings. I mainly came across AEO by looking at competitors

... Product Hunt! My name is Ethan and co founder of WeFit Labs, a gamified fitness platform that is leveraging wearables devices to motivate people to move together. People can track their steps, calories, etc to complete quests and compete with friends via a leaderboard. ( Think Duolingo Meets Strava but not just for runners) My traditional corporate career has been in Finance and when my first corporate job IPO'd I took an opportunity to work ...

... land the client. Lavoro AI lets freelancers and SMB store documents and proposals, and use AI generate new ones with the client information and previous writing style. Eager to get feedback on the initial product launch! Comment from Ethan Haas(@ethan

... Product Hunt, I'm Ethan. I m a college dropout who couldn t stop building. Over the past few years, I ve launched a bunch of free projects, built out of curiosity, not for growth or monetization, but because they felt worth doing. Most of them revolve around making expert knowledge more accessible (the kind of stuff that s valuable but hard to find or use). Right now, I m building something new in the AI/health space. Still early ... ... just like building things that matter, I d love to connect. I am new to PH, so I'd love to follow more builders and curious thinkers. Say hey so I can give you a follow Comment from Ethan

... because everyone's career deserves the Human touch. Love connecting with other builders and learning from all the amazing launches here! Your turn Let s connect! Comment from Muhammad Nouman Ali(@muhammad_nouman_ali): @ethanlambeth  Hi Ethan, thanks for the kind words! I've been working on HumanEye for the past two months, and it's been an amazing journey so far. Comment from Ethan

... legal sector, notoriously manual and inefficient, is one of the ripest industries for AI disruption. However, it's also one of the hardest. "AI has to meet a higher bar to be commercially viable in legal," says Ethan. "That's why tools have taken longer to hit the market." How We Help If you're building AI-powered contract analysis, document review, or legal research tools, our technology can help you. We optimize RAG applications to ensure your legal tech ...

... Product Hunt Community! My name is Ethan, and I'm one of the makers behind Acedit ( https://www.acedit.ai ). I've been following Product Hunt for a while, constantly inspired by the innovation and the supportive community here. Now, we're getting ready to take the plunge ourselves and launch Acedit soon, so I figured it was the perfect time to finally say hello properly! What's Acedit? We're building an AI-powered interview co-pilot (it's a Chrome ... ... discover amazing products, and hopefully share something valuable with you all soon! Quick question for the veterans: What's one piece of advice you wish you'd known before your first Product Hunt launch? Looking forward to chatting! Best, Ethan