... shipped features for one vocal user and regretted it for a year. I've also ignored a quiet pattern for months and paid for it when a competitor shipped exactly that. There's a version of research where you keep

... them. I don't know if building in public is helping or just feels like helping. I don't know if my competitors are doing better than me or also just pretending. I don't know if I should keep

... starter kit solo: auth, multi-tenancy, Row Level Security, the works. Functionally it's solid: I tested every flow, fixed real bugs (including a nasty RLS recursion issue), and it's genuinely useful, not just a demo. But I keepgoing back and forth on whether "it works and I'm proud of it" is the same thing as "ready for other people to pay for it." Everything I've read here about cold launches landing with a thud makes ... ... slow down and build some real presence first rather than rush to Product Hunt on day one with zero audience. For people who've shipped something solo before, what was the actual signal that told you it was time,

... apps over years, most die after week 2. Curious what's working for people long-term. Which app you still use after 3+ months? What made it stick vs others you dropped? Solo tracking or need accountability/social pressure to keep

... started thinking: Okay... but I'm not a developer. I had no coding experience. And even with AI making development much more accessible, I kept thinking: Could I actually build something myself? And even if I could... who is going to buy it? I don't have a huge social following. I don't have an email list. I don't have a community waiting for my product. I know how to market and sell products for other companies. Doing ... ... started building anyway. For the last 5 months, some nights I slept 4 5 hours just to get the work done. No team. No developer background. Just me, AI, a ridiculous amount of research, and enough stubbornness to keep

... Then food and beers while people demo. The plan is to repeat it every month or so, so I care more about getting the format right than about this one edition. Two things I keepgoing back and forth on: Individual

... paid conversion. 25%+ with PQL. Webinars (live): 22-33% CTA conversion. High-engagement webinars hit up to 69%. AI search (GEO/AEO): 4-5x higher conversion than traditional organic. One B2B study found AI-referred traffic converted at 7.12% vs 1.37% for organic. Another found 14.2% for AI traffic. Quora: 2-5% conversion. 35% of B2B decision-makers answer questions on Quora. Reddit: 0.3-1.5% post-to-customer conversion in fit subreddits. CPC of $0.50-$2.00 vs

... smartest marketing. Those things obviously matter. But the more companies I watch over time, the less convinced I am that they're the reason people stay. Lately, I've been asking myself a simple question. Why do I keepgoing back to certain products when I know there are dozens of

... Product Hunt. A huge part of that came from feedback in this community, the questions, critiques, and edge cases you all raised shaped what we built. So this post is half thank-you and half an invitation to keepgoing on the harder problem underneath it. We've been building ClawTeams, an IM-native platform where you describe an outcome to a "team lead" agent and it splits the work across specialist agents that run in parallel, inside the chat ... ... this community's take, because the deeper we get the more convinced I am that the hard problem isn't making agents smarter. It's making a group of them accountable. Here's the shift we

... that rarely lands cold. The MCP server for pulling analytics into Claude or Cursor is a really smart move for developer-heavy teams. Cookieless product analytics is also going to age well as third-party tracking keeps

... nailed the spec. We just productized the part where it has to keep working at scale. The real unlock is your last sentence: making the agent declare when it needs a human instead of silently waiting. Curious, in your setup do you prompt the agent to announce that, or do you infer "blocked" from the terminal going

... real-world audio, directly reduces word error rate Turn Prediction v3 predicts end of turn from the rhythm of speech, not silence timers. 47% faster than v2. 12+ languages Interruption Prediction v1 first audio-only model that tells "mhm, keepgoing" from "wait, stop." Under a second, under 6% false positives Signal Detectors real-time TTS detection, gender, accent classification Already running inside Daily, Vapi, LiveKit, and some of the largest AI labs. 3.5x better turn-taking, 50% fewer ... ... very real production problem for voice agents. The jump from silence-based turn detection to rhythm/context-aware turn prediction feels especially important, because most awkward AI calls break when the agent interrupts too early or waits too long. The mhm

... Tell You What I Keep Seeing Every single day, I scroll past the same laments. "Instagram paid me $12 for 2 million views." "TikTok shadowbanned me for no reason." "I drove 10k in sales and got a 50-affiliate check." "Link in bio. Link in bio. Link in bio. I hate it here." And the worst one? "I'm quitting. This isn't worth my mental health anymore." Here's The Truth Nobody Wants To Say Creators ... ... affiliate link. YOUR stuff. YOUR margin. YOUR profit. Create a paid "Circle." Set your own price. Run a subscription community. Sell your knowledge, your time, your exclusive content. Recurring revenue. Every month. Go

... your calls. You're on a Zoom, someone drops a competitor name or a metric you don't recognise, Shadow surfaces the answer before you break flow. Users told us they liked it. Then they kept telling us to keep

... exclude each other; we can want all of them at once. But when things don t go well, do you remind yourself of the main reason you started? Is it a strong enough motive and push to keep

... Works for technical founders, probably not for everyone. Comment from Haiyin(@tomcome): With AI making dev so fast, distribution is everything. But personal brand can distort early feedback. For me, Build in Public is the way to go sharing the real journey keeps

... agents have transformed software development. It's now possible to do in a day what used to take weeks. Features that would have gathered dust in a forgotten Jira ticket now see the light of day! This wave will keepgoing, making developers more and more productive. There are still bottlenecks in the product development, but they've shifted. Writing code is no longer the constraint. Taste and judgement are, and in software, there's no place where taste ... ... generic slop cannon. There are a whole series of problems to be solved to remove this new bottleneck, and a huge audience of UX designers, design engineers, and frontend developers to help.

... founder of Munch. I built this because I kept watching creators spend hours turning one video into posts. You paste a YouTube or Vimeo URL Munch extracts the transcript using 5 fallback strategies (so it actually works on videos competitors choke on) Claude AI writes 8 complete, platform-ready pieces in ~60 seconds. No file uploads. No per-action credits. One munch = everything. PH exclusive: Your first munch is completely free, no card needed. Just sign up at munch.video ... ... just blocks it that day, you get an error and that's that. Munch runs multiple extraction strategies in sequence before giving up. Users rarely see failures. When you do hit one, you can paste the transcript directly and keep

... just blocks it that day, you get an error and that's that. Munch runs multiple extraction strategies in sequence before giving up. Users rarely see failures. When you do hit one, you can paste the transcript directly and keepgoing. Vimeo and article URLs have their own dedicated extractors. Podcast RSS feeds parse episode show notes from the feed pick an episode, load its description, generate content. Full transcript, not a preview. Content is processed ... ... Friendly, Bold & Direct, Educational & Thoughtful, Witty & Playful. Selected voice is injected into every generation. Custom brand instructions: Save your own freeform instructions that apply to every generation. "Always mention our product name in the LinkedIn post." "

... more I realized something unexpected: I actually enjoy technology, and I m more intuitive with it than I ever thought. Yes, there were struggles. Yes, there were moments of self-doubt. But I always had a reason to keepgoing. During a period when I was facing my own mental health challenges, I truly understood the purpose of this product. It wasn t created just for users, it was created for people like me, and for young people who feel ... ... succeed in the long run. The real question is whether we re chasing a short-lived explosion, or building something truly meaningful that lasts. I love that you've realized what truly matters to you and choosing to

... keepgoing back and forth on this, so I m curious how others think about it. At what point do you start taking non-English markets seriously? only after you feel solid PMF in English? when inbound users from certain regions show up? by picking one market early (Japan, LatAm, etc.) and committing? or do you just

... Bruno is your personal assistant on Telegram who inspires you daily, helps rewrite limiting beliefs, and supports you in moving faster toward your goals. I d love to know: what are your best methods to stay motivated and keepgoing on the path to your dreams? Meet Bruno: https://www.producthunt.com/prod... Comment from Sanskar Yadav(@sanskarix): I just try to get one tiny win, a task I can finish quickly. Seeing progress, even if it s tiny, always gives ... ... motivation to

... other day on LinkedIn, I came across a competitor in my space. The founder proudly wrote in their bio: "Built the tool from idea to launch in just 2 weeks." My first thought: wow that is really fast. My second thought: wait, how?? So naturally, I signed up to try it. And to be fair nice landing page, great copy, but the product itself was completely broken. Bad UX, broken features, basically not usable at all beyond demo purposes ... ... clearly saw why they were not able to capitalize the initial hype. In this digital era, people need polished products that work seamlessly because our attention span is crazy short now thanks to reels. I will say dont worry keep

... wanted to know my actual "AI tooling cost" per month. Turns out it was around $150/month across all providers. Knowing that number changed how I use these tools - I'm more intentional now about when I lean on AI vs just writing the code myself. Neither approach is "better." The real skill in 2026 is knowing when to use which. Comment from Monk Mode(@ranvir_singh12): I use both and they serve different purposes. Cursor (IDE): Best for when ... ... really put it in those terms before. feels like claude code is better when you're staring at a refactoring problem for like 20 mins, and cursor shines when you're just trying to make quick edits and keep

... more than invited to check it out if you want: https://pumpparade.com/ . Come give it a try! We appreciate all feedback and suggestions. And if you re building something too, especially if it feels out of your depth, keepgoing! You don t need to be a full-stack genius to make something people care about. Just need a little momentum and a lot of stubbornness. I learned that by experience! Comment from Bao Ngo(@bao_ngo3): Love this thread ... ... code into shape. The whole project is PHPStan L8 clean from line 1 and the frontend is fully typed using TypeScript and React 19. Build it right from the get-