... walk-aways is a much cheaper mistake than overcharging someone who actually got value, and it's the kind of thing you can tighten later once you have real usage data on how often people download-and-leave versus iterate. curious if you end up tracking that ratio explicitly once it ships. Comment from Asad M.(@asadmalik901): @galdayan  Yeah, and the annoying part is every product has a different one. Ours is a download, or dragging the render into ... ... lifted badly, people take the pricing unit and leave the signal behind. Comment from Gal Dayan(@galdayan): @asadmalik901  charging for intent instead of outcome is a defensible line, but it's still a proxy, same as the score-vs

... exactly what it took to get here. I don't want to be a robot that checks off tasks. I'm a human and I want to see my growth directly . And seeing that record helps lift my spirit again. It also helps me see where I stumbled and where I succeeded during a long-term project, like writing an essay. And after a week, a month, or a year of hard work, flipping through that book will be incredibly ...

... night. A line stuck with me. After the invention of bronze tools farming got more efficient and people had more time on their hands. They used it to BUILD cities (and everything in it). That's the true human spirit that can't be diminished. Are transitions usually violent (also economically and politically)? Yes. Bigger the technological advancement, bigger are the transitions. We are going to be witnessing a massive re-training of an entire workforce into working with ...

... just launched @Dograh , the open-source alternative to Retell and Vapi for building voice agents. Self-hostable, so you own your stack and your data. We started it out of rage - every tool was too expensive, too closed, or scammy (addon after addons). So we open-sourced every line from day 0, on one belief: no company should own voice AI. Big labs are lobbying with govts to ban open source. More open source is how we fight back ... ... have a minute, support us https://www.producthunt.com/post... Thanks everyone for the support! Comment from Pritesh Kumar(@pritesh_kumar3): thanks @farrukh_ahmed8877 for the support Comment from Farrukh Ahmed(@farrukh_ahmed8877): Best of luck, like the spirit

... there in the first hour, not a drive-by upvote. Useful timing, too: we're live with Ctruh Studio right now, so all of this is unpleasantly fresh rather than remembered. I'll write up what actually worked versus what we burned effort on and send it over well before your date - including the parts that flopped, which are usually the more useful half. If I'm going to complain that nobody writes the playbook down, I should probably write ... ... weeks of preparation. Building relationships, identifying the right people, becoming visible in the community, preparing the assets, and creating a real outreach network. It is very difficult to do properly from one day to the next. On the men versus

... games! Example format below 1964, The Beatles, I Want to Hold Your Hand 1971, Led Zeppelin, Stairway to Heaven 1977, Bee Gees, Stayin' Alive 1983, Michael Jackson, Billie Jean 1984, Prince, Purple Rain 1991, Nirvana, Smells Like Teen Spirit 1997, Celine Dion, My Heart Will Go On 2003, Outkast, Hey Ya! 2008, Beyonc , Single Ladies (Put a Ring on It) 2014, Mark Ronson ft. Bruno Mars, Uptown Funk 2019, Lil Nas X, Old Town Road 2020, The Weeknd, Blinding Lights ...

... question then becomes: when one of those does fire, how fast can the human re-enter? Standing authorization reduces the volume; a good re-entry path handles what's left. Curious what categories your operator ended up pre-authorizing vs. what still needs the pane-pull. Comment from Kidder(@hellokidder01): @alex_gidirim   Totally agree the cognitive reconstruction tax is the real bottleneck, way more than just finding the right pane. Was chatting with someone about this and they floated ... ... minutes was never the waiting, it was the cost of switching over just to check ; once the sound tells you which agent and why, that mostly disappears. Comment from Kidder(@hellokidder01): @omri_ben_shoham1  Yeah, the "thinking vs

... into, day/night and seasons (a snowman visits in winter), and you can drag anything to rearrange it. Meet the Warmthfolk now 50 to collect So many of you asked "what ARE these creatures?" They're the Warmthfolk: a little spirit that borrows the nearest cozy shape to be near you a mug, a cloud, a sleepy pup, a deep-sea narwhal. One soul, many cozy coats. There were 20 at launch; there are 50 now, each with its own field ...

... /screenshots through the shift (not just at start), but always visible to the employee in real time, so it's not silent monitoring, just verification that isn't a one-time tap and forget. Still trust-based in spirit, employees know exactly when and what's being checked, but it's not "tap in once and disappear." Comment from Shahroz Siddique(@shahroz_siddique): @kartikbatchu2003  Really glad you brought up proof-of-work, that's honestly the piece I keep ... ... client acknowledgments, or milestone updates) instead of relying primarily on location. It might provide managers with a better picture of both presence and productivity. Looking forward to seeing how Trackly evolves! Comment from Gal Dayan(@galdayan): on the accountability vs

... Product Hunt is a really good place where we can share our ideas and thoughts. Let's keep building and keep launching good products! Comment from Rian Robertson(@rianbrob): Cool to see your intro and the community spirit here. Fellow builder with a few launches under my belt too...I'm working on The Sponge, an AI flashcard app to help knowledge stick. If you're up for it, I'm launching on PH soon...would appreciate a follow ...

... always those who fall asleep, and when we wake up, the world is in a different sphere. :D Comment from Nika(@busmark_w_nika): I think that many European countries, in terms of citizens, lack the entrepreneurial spirit. We used to be led by authorities and mostly under the soviets regime; we were used to sticking to some "5-year plans." People perceived it as stability. = Comfort. A social system guaranteed by the government is also some kind of "stability ...

... breathtaking portraits of animals to help people feel a true emotional connection. Currently, I ve completed the first two heroes: The Snow Leopard: The 'Ghost of the Mountains', captured in its majestic, cold habitat. The Red Panda: The 'Forest Spirit', shown in its warm, lush greenery. The Core Concept: Beyond a Digital Book: Each animal card shows a direct impact (e.g., $1 donation = 24 hours of anti-poaching patrol). AI Audio Stories: Each animal comes with its own AI-generated ...

... Most tutoring doesn t actually improve students and most importantly students don't find the competitive spirit when learning. It just fills time. So @gautamtalksdev and I have built Mentrixa for the past 6 months . Non stop grind. We are finally proud to announce the the start of this next AI gamified genereational tutoring app: Mentrixa Students don t struggle because they lack effort. They struggle because: no clear feedback no measurable progress and no system that adapts to them ...

... changes are grouped by task in isolated worktrees, so when two agents disagree you see the divergence per-task before anything hits rather than in one giant broken PR. On top of that, a verifier agent explicitly checks spec vs reality and flags inconsistencies before your team validate the PR and do a merge, which is aimed directly at the hidden disagreement problem you re describing. Please let us know if you try it and share your experience with ... ... dedicated reviewer agents that run on every modification, so state alignment becomes an explicit, automated step in the loop rather than a hidden problem. Comment from Jason Simard(@jaysym): @david_sherer  Totally, Claude s orchestrator is close in spirit

... subscriptions no longer cover usage on third-party tools like @OpenClaw . If you were running your agent with @Claude by Anthropic , curious what option you'd pick: would you pay the extra bundle? pick another provider? or use an alternative like @KiloClaw or @Zo Computer ? Comment from fmerian(@fmerian): @jdsalbego  are you using Opus 4.6 for both your agentic and coding tasks? heard great things about @MiniMax M2.7 and @Arcee 's Trinity-Large-Thinking Comment from Sai Tharun Kakirala ... ... that is helpful. Comment from Shyun Bill(@shyunbill): This subscription pivot feels like a classic "walled garden" move that nobody invited to the party. While the bundle is convenient, switching to Zo Computer or KiloClaw keeps that independent builder spirit

... public callouts? Comment from Mike Kerzhner(@mikekerzhner): @koalr  sorry about that. Misconfigured permissions. Should work now. Comment from Mike Kerzhner(@mikekerzhner): @ankit_mishra15  sorry to hear about the frustration. What is your recommendation for distinguishing paid voters vs authentic voters? IMO the bar for becoming a trusted Product Hunt user is fairly low, just apply for verification. Comment from Mike Kerzhner(@mikekerzhner): @apparentforgmail  Congrats on the 4th place. Glad to hear there were no solicitations. Comment from ... ... system currently favors: Existing PH network Insiders with history Hype over real usage instead of rewarding actual product-market fit. If you really want to fix this, there has to be a better way to distinguish bought votes vs

... there. The body literacy wasn't. So I built Forjum . It reads physiological data from your Wear OS smartwatch and maps it to 5 RPG stats: Might strength and muscular output Agility speed and coordination Constitution cardiovascular endurance Spirit sleep and nervous system recovery Presence consistency and daily movement Every number is grounded in exercise science. When your HRV drops, Spirit

... this list: https://www.producthunt.com/cont... My launch is Astrio: https://www.producthunt.com/prod... Comment from Aadil Ghani(@aadilghani): i had my launch scheduled for March 17 wanted to do CRO of my onboarding journey staying out of the competition vs launching safe my priorities are clear finished the CRO, updated the landing page, tested the flows, ranking #1 on google good to go special thanks to claude code, cursor and Pushary. Comment from Aadil Ghani(@aadilghani): @sanath_bhat  I actually ... ... share out; there was (unsurprisingly) a lot of launches and voting yesterday but would love to learn more about how the YC team specifically decided which were compelling. Comment from Nadia Eldeib(@nseldeib): This is so cool! In the spirit

... icon - partially to better represent the apps design abilities showing a top down and 2D perspective within the same image (see below) Future update plans: While i continue to battle getting the app seen, i try not to lose spirit with continued development and i have been thinking about allowing the user to choose if they want to use iCloud to sync their project from iPad to desktop allowing a truly seamless workflow from on the go, to the desk ...

... stressed, tired, and her brain interpreted the emotional deficit as a calorie deficit. But as she reached for the snack, she paused. The hunger wasn't coming from her stomach; it was coming from her spirit. It wasn't food she needed, but a simple act of restorative care. She closed the fridge, walked to the bathroom, and ran a very hot bath. The true energy crisis wasn't about sugar; it was about self-kindness. A heartbeat thought ...

... about solving the problem but more about personal and professional endeavors. But @jake_friedberg this, pretty much sums it up, at least for me. Comment from Chris Payne(@chris_payne_emba): @jake_friedberg   Spot on, Jake. The 'feature vs. platform' trap is real, if you aren't building the infrastructure, you re just a utility that eventually gets Sherlocked or ignored. That s exactly why I moved from a coaching tool into AspectOS . I realized that 'AI augmented leadership ... ... constant gating at every turn, so I set out to create a tool more powerful, more feature rich that didn't require a massive budget to get access to. The AI chameleon avatar ended up being the surprise vs

... funding? And how can an employee strengthen their negotiating position when evolving from part-time to full-time (maybe with a higher compensation + benefits)? As an example, I m attaching a comparison of what a startup (1) typically offers versus an established company. (2) You can see that startups often offer things like dynamic team, remote work, or ownership of the strategy which don t really function as benefits, but rather as expectations or situational responsibilities. Understandably, established companies tend ... ... never been an employee, not to mention that I never did anything full-time.) I was more freelancer. In case I want to stick to "Schwartz system"  what is good compensation for the paytech industry? Full-time employee vs

... flows, and generates an interactive visual map you can annotate and analyze with AI. Think of it as what Cursor did for developers, but for designers and PMs doing UX benchmarking. Right now, most product teams are still screenshotting competitor apps and pasting them into Miro or Figma. It's manual, slow, and impossible to keep up to date. Comment from Abdul Rehman(@abod_rehman): I m really interested in AI Guidance for Physical Work. Most AI startups target digital ... ... realized there s another gap upstream: generating the right ideas in the first place. We're experimenting with something that helps teams rapidly ideate, prioritize, and specify changes based on real data (very much in the "Cursor for PMs" spirit

... Logo Is The logo is a flame. It represents my desire for God's Word to be alive in me as I grow. Fire shut up in my bones, like Jeremiah said. Fuel that keeps me going. The Holy Spirit guiding me through every day. This app tracks time, but it tracks it with purpose. You see your day, week, month, and year progress in real time. You mark spiritual milestones. You journal answered prayers. You memorize scripture. You create ...

... spreadsheet, a whatsapp group, a notebook, something they were actively maintaining before you turned up. education had no workaround, becuase nobody was doing it badly, they just werent doing it. thats the axis id use instead of boring versus exciting. plenty of boring problems have no workaround either, and those are just as dead. they are boring precisely becuase nobody cares enough to have hacked around them. the version of this that cost me the most: our first paying customer ... ... much clearer sense of the real boundaries of the problem - what actually matters and what doesn t, which makes decisions easier and cuts down on illusions Comment from Nika(@busmark_w_nika): @gostroverhov  Ohhh, such an honour. Entrepreneurial spirit