... needs into a standalone product is not as straightforward as you might think. The deadline was set. Monday 20th of Jul. I announced hackathon weekend: finish the launch checklist no matter what. Time was running out. Sunday came with half the list still to do. After a full day and a half

... holds. that verification step was always on me. we just shipped something in FetchSandbox to close that loop. after it catches a bug, it now nudges the agent to rerun the same request and surface a behavioral comparison, before vs after. same scenario, does it pass clean? that receipt is now automatic. my rule: finding the bug is table stakes. proof that the behavior changed is the job. "i fixed the code" and "the fix works" are not the same ... ... test suite goes green. the gap is exactly what you're describing, a green test suite proves the new code works in isolation, not that the specific broken request from 10 minutes ago now behaves differently. the before vs

... Weather mini 3.6 is now available. This update adds local weather sources in supported regions, makes the app nearly half the size , and brings a series of improvements across Weather mini. Regional Weather, Closer to Home Sometimes the weather source you know best is the one closest to home. Weather mini 3.6 can now add data from local weather agencies to your forecast: Canada: Environment and Climate Change Canada / Meteorological Service of Canada Germany: Deutscher Wetterdienst United States: NOAA / National ... ... adding weight to every download and update. In 3.6, common searches still happen locally. Wider searches automatically continue through our cloud search on Cloudflare s global CDN . You search exactly as before, but Weather mini is now nearly half

... Genuine question: when's the last time you told someone a half-formed idea, out loud, before you had any proof it was good? For most people, the honest answer is "never" or "not in years." And I think that's kind of insane if you actually think about it. We're fine sharing finished things a product, a launch, a milestone. But the idea itself, in its rawest form? That gets buried. Written in a Notes app, a private ... ... taken seriously. I've been thinking about why that is, and I think it comes down to a few things: We've been conditioned to believe an idea is only valuable once it's "validated" funded, built, or at least half

... Product Hunt I am Darius, and I have 5+ years in enterprise software delivery - banking infrastructure, healthcare networks, manufacturing systems. The kind of work that doesn't get viral threads written about it. Joined this community because the second half of a career in tech feels different than the first. Less ladder, more questions. Building feels closer to teaching now. Mentoring feels closer to learning. The lines blur in ways the early years didn't prepare anyone for. Looking forward ... ... living it myself. I ended up running a software company, a care home, and a cafe at the same time, and the thing nobody warned me about wasn't the workload, it was that my old first-half

... Everyone told us the AI browser extension space was crowded. They were right. It's crowded with half-products. Most do one trick, summarize a page, manage your tabs, maybe fill a form. That's it. You still need 5 other tools to actually get work done. We got tired of it. So we built Lyto. Here's what it actually does: It sees your screen and acts on it Not summarizes. Not suggests. Clicks, scrolls, fills forms, and navigates ... ... page, on its own. It builds Google Sheets and Docs from scratch "Make me a competitor

... well be typing it myself. Setup 2, let it rip: auto-approve, skip permissions, go do other work. Faster in theory. Except I come back to one of three things. It finished 30 minutes ago and I wasted the half hour. Or it sat waiting on a yes/no I never saw. Or the fun one, it happily ran something I would never have approved. The more agents I run in parallel, the worse this gets. Babysitting three terminals is impossible ... ... agent being confidently sure the commit was the right call. Comment from Stacy Wycoff(@stacywycof83995): I hit this same tension but across businesses rather than terminals. I run more than one venture at once and the babysit versus

... seconds between "i just remembered something" and it actually being saved. that gap is where thoughts die .. you open the app, there's a form, a date picker, a dropdown, and by the time you're done you've half-forgotten why you opened it .. so you dump it in apple notes with a "sort later" that never comes, sound familiar? so instead of piling on features, i spent the whole build obsessing over those 3 seconds, type ... ... system level extension? Comment from Ashley James(@ashley_james): I think you are onto something. did watching real users capture tasks change your assumptions about how people naturally write reminders? Comment from Rehan Aslam(@rehan_aslam6): Your biggest competitor

... heart right now I've put a discussion question at the bottom and would genuinely love your feedback. 1. RinGuard one calm, invite-only home for your whole community Most communities live across five WhatsApp groups and a half-dead Facebook page. Important stuff gets buried, nobody's sure who's actually a member, and the same questions get asked every week. RinGuard pulls it into one ad-free, no-algorithm space: events + RSVPs, topic channels, a members directory ... ... shifts, leave requests, CSV exports, auto-checkout, and built-in DE/CH/AT/NL labor-law compliance. https://www.producthunt.com/prod... 3. DishDraw every menu in one app; search the dish, not the place Restaurant info is a mess: menus are PDFs, half

... judgment, genuinely curious. How many of us asked ChatGPT for app ideas at some point, then ended up building one of them, or half-building it? The line between "my idea" and "the model's idea" got blurry this year. Where did your current project actually come from? Comment from Alexander Bickov(@bickov): @roopesh_donde  Fair, for a team that tracks it makes sense. Solo I skip the branding, but "so colleagues remember it" is a real reason ... ... hitting personally before I ever opened a chat window. Where AI actually changes things for me is speed of rejecting bad versions of a good idea. I can sketch a rough direction, have it poke holes or sketch three alternate

... them make more confident purchase decisions. A polished demo may grab attention, but it's the problem being solved that convinces people to stay. If users instantly think, "That's exactly what I struggle with," you've already won half the battle. Comment from Dharan Tej Reddy(@dharan_tej_reddy): The problem Maleu solves: your digital life is scattered. You're social on Instagram. You think on Twitter. You learn via YouTube rabbit holes. You track fitness on Strava ... ... each bad hire costs over 200k. must have problem for HR. three. the 92 percent of work that linkedin never covered. plumbers, nurses, electricians have never had a portable record. that is the most must have segment because the alternative

... just so you can finally edit at the speed of thought. Live transcription is not final transcription, but faster. It is a trust problem. When someone is still speaking, the model is decoding partial audio: clipped phonemes, silence, background noise, half-finished words, and sentences that may still change direction. A naive live HUD does this: rolling audio -> Whisper -> show text That breaks quickly. Words flicker. Silence becomes text. The model completes a cutoff with something plausible ... ... final half

... Hibernation feature is exactly what i've been wanting for dormant projects that i can't bring myself to delete. the iCloud-aware part is a nice touch, a lot of disk tools ignore that and you end up with half-archived projects that sync back and confuse everything. one thing i'd love to see next: a scheduled hibernation mode where projects auto-archive after X days of inactivity without me having to remember to do it manually. Comment ... ... open to it: https://www.producthunt.com/prod... Comment from Nolan Vu(@nolan_vu): @isabelzav  600 unorganized camera roll photos is way too relatable, I've lost so many good travel recs to scattered screenshots and half

... stop holding tasks in my head, and plausible because i couldnt stomach another GA dashboard. the non-obvious one is a plain text file i dump every half-formed idea into, no app, just one file ive had open for two years. the translator point hits btw, half

... task, go do something else, come back 40 mins later and find out it'd been sitting on an approval prompt for half that time. The real pain isn't the wait, it's not knowing whether it's still running or just silently stuck. I've tried keeping terminals visible but that just means I'm half

... instinctive to me. But in reality, it wasn t. The solution I found was to add explanations and tutorials. At the onboarding stage, and when users activate features. The result? I cut Focus Mode s uninstall rate in half. Today, I m still developing the extension, still talking about it, and still adding new features. I recently added 40 languages. But now, I do everything with one thing in mind: I look at the uninstall curve more than the install ... ... deepface.dev API up for a couple of weeks now and have plenty of API keys being generated but very little real usage. Seems that some solid tutorials could help! Out of interest, any thoughts on click-through videos vs

... BurnLink. A small breakdown of the neuroscience and psychology behind why your instincts about file sharing are often more accurate than the tools themselves. There is a moment; brief, easily dismissed that happens right before you send something sensitive. A half-second pause. A small internal question: is this okay? Then you override it and hit send anyway. Neuroscientists who study decision-making have documented what they call somatic markers where physical signals the body generates ahead of conscious reasoning ... ... available. The behavior persists long after the cause is gone. Most people using Google Drive, email, or Slack to send sensitive files aren't naive. They're fatigued. They know something is off. They've just run out of alternatives

... After getting requests from multiple users, I've finally added the halftone effect for that crazy Asci art style prints, Go ahead and check out Bitgrain today : ) Oh, and btw do upvote @Bitgrain ...

... there's a moment where music kicks in the second a character arrives somewhere meaningful. That sat with me. It pulled up a load of memories Sunday afternoons pulling up to the game with AC/DC blasting, the song already half-finished by the time we got to the car park. Hunting for the right banger before walking into the gym. Picking up my brother and knowing exactly which track he'd want playing as he opened the door. Shortcuts ... ... head: starting a song at a specific point rather than always from the beginning. Geofence sizing you can tune per place a small radius for a flat, a bigger one for a stadium. Roadtrip Drops that trigger a song halfway

... what the failure data actually says. What really kills launches The number one cause of product failure is not bad execution. It is not lack of funding. It is "no market need." That accounts for 42% of failures . Almost half. People build things that solve a problem that does not exist, or that nobody is willing to pay to fix. The rest of the breakdown: running out of funding (29%), unclear company strategy (23%), team or cooperation issues ... ... downstream of the market empathy problem. A product that genuinely solves a validated need is easier to fund and easier to align a team around. Even products that win awards fail at an alarming rate. One study found that half

... busmark_w_nika): @stoyan_minchev  This is good approach, but not many people think like this tho. Comment from Lainey(@lanibuilds): the tells for me are weirdly specific. real people contradict themselves mid-paragraph or drop a thought halfway and move on, AI is too evenly good, no throwaway lines. the adding-mistakes-back-in thing is funny, total arms race lol. do you even care if somethings AI as long as its useful, or is it more that ... ... generates a long paragraph. Since you asked, 1) When we re so flooded with AI-generated content, do you have any methods to recognise it? Yes, you can easily understand it Em dashes Short sentences (2 or 3 words), half

... Caffeine has a half-life of ~5 6 hours for most people. That 3pm espresso? Half

... stripped Clarity back to what actually matters: Caffeine timing optimised around your sleep window Half-life tracking so you know exactly what's still active Personalised cutoff times based on your chronotype Simple. No noise. No gamification. We rebuilt it because the first version wasn't tight enough. This one is. Comment from Prince Kumar (@prince__kumar): Finally someone treating focus like a system instead of a gimmick this feels sharp and intentional. If the timing + half

... with wrong information on a Sunday. A mid-level employee's comment gets picked up by an aggregator and starts spreading before anyone on the team is even awake. By the time the response kicks in, the narrative is already half-formed in the public's mind. The industry calls this the "golden hour" of crisis response. Miss it and you're not managing a crisis you're catching up to one. Here's what I found building toward ... ... solution: 1. Detection is only half

... especially if you've felt this problem yourself. The problem we kept running into Every founder and growth person I talked to was doing some version of the same thing: Manually scrolling Reddit and Slack to find relevant conversations Running half-broken n8n workflows with keyword alerts Checking competitor