... probably give it small jobs, just to see. Week two, the schedules go on. Then one morning in week three you'll sit down at 9:00 sharp, look at a to-do list that's already sorted itself, briefly remember the person who used to climb through Slack by hand and connect one more. The switch is in Settings Connectors , live today. Your AI is already smart enough. Try Happycapy Connectors today. Comment from Min Zhou(@min_zhou): @manjesh ...

... looked weak. It got mentioned more today than any actual feature did. Being the only person in the room not claiming traction turns out to be its own kind of traction. I did not plan that. What it does, briefly: you write a list of what you need from a client. It emails them from your own Gmail, then follows up on day 3, 7 and 10 each message shorter than the last, listing only what hasn't arrived. Your ...

... your finger on something a lot of us are still learning the hard way that "blast radius" is the metric that actually matters, not just technical undo-ability. To answer your question honestly: we started at B, briefly convinced ourselves we were at C, and found out the hard way we were actually at D. The gap between "it stops and asks" and "it actually reaches the right person who can answer before something happens" is much wider than ... ... scale, we've been compiling some practical approaches to this nothing magic, just real-world patterns for managing agent behavior at the intersection of reach and responsibility. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus

... This is garbage, it hung up on my mother" is rude and actionable. "Love the vision, excited to see where this goes!" is lovely and worth nothing. Second, the distinction that changed how we respond: hate at your product versus hate at your category. A lot of what looks like hostility toward us is not about us at all - it is people who object to the whole idea of software answering a phone. That is not a bug report ... ... public record keeps the complaint and loses the fix. On surfaces you do not control, your visible response IS the product for everyone reading it six months later. So we flipped the order: reply publicly first, briefly

... Product Hunt badge on the site. Thank you for all the support! Try it at bricksolvr.com Comment from Amard Sonal(@amard_sonal): The workflow looks much easier to follow now. If I had one suggestion, it would be to briefly explain how long the conversion typically takes for different modle sizes. Comment from shuaibird(@shuaibird): @amard_sonal   Thanks for the thoughtful suggestion! The size-up shown in the video completes in a few seconds, and in my testing, small ...

... chat attachment previews with rounded image thumbnails, richer file cards, consistent sizing, and a hover-to-remove control on every attachment. Smoothed out the AI chat input and panel with rounded corners and a cleaner shadow. Fixed deleted chats briefly reappearing after you removed them, and moved delete confirmation to only show once the server accepts it. Stopped the AI from trying to query data sources that are offline, with clearer messages naming the unavailable source. Kept embedded dashboards working ...

... Santos(@hayley_santos2): It surely did :( Very sad to see them go. I don't know of any other automation/agentic ai saas options that have as sleek and enjoyable of a UX. RIP Relay, you were with us too briefly! Comment from Peter Bell(@peterbell): Oh no - so sorry to hear that - great team and product ...

... grief, job loss, burnout, starting over after something broke. Not a habit tracker, not therapy. The idea: rebuild trust in yourself the same way you'd rebuild a body, smallest possible unit first, evidence before ambition. How it works, briefly: - You tell it roughly where you're starting from, no wrong answers, just so it doesn't hand you a "run a mile" step when you need a "move your toes" one. - You pick one area of life to focus ...

... time. And if you have already tried Spira, we would love to hear what worked and what didn't. https://spira.ai/spira-for-produ... Comment from Advin Jadis(@advin_jadis): Great momentum so far. I tried it briefly and the onboarding felt smooth. Curious to see how well it handles more complex real world workflows over time. Comment from david(@djdmkim94): @advin_jadis  Hi Advin, thanks for trying our product out! When you get a chance, feel free to leave ...

... probably saw the VS Code 1.117 story: "Co-authored-by: Copilot" silently added to commits by default, including for code that Copilot never wrote. Microsoft reverted it in 1.119. Good. But the revert is the wrong ending to the right story. The developer anger was about consent and accuracy both valid. What did not get picked up in the discourse was the architectural question underneath: even when Copilot does write code, a git trailer tells you almost nothing useful ... ... capture provenance at insertion time before the diff ever hits git. Each insertion generates a structured record with roughly 40 fields: four timestamps, the full prompt body, the raw model response, 10 named capability slots indicating what was captured versus

... workflow traced a bug to a block I had accepted from Cursor weeks earlier and had no way to recover what I had asked for. The architecture reflects this constraint directly: the Base extension (free, zero config, VS Code Marketplace) starts recording at the moment it installs. Not full provenance file-level only until the proxy is running but it starts preserving a timestamped insertion history that cannot be recovered retroactively. I am curious whether teams here have specifically ... ... incident or a compliance question, traced it to AI-generated code, and discovered the provenance window was already closed. How did that investigation go? Did it change how your team thought about when to start governance tooling?The VS

... many AI launches have come and gone in that time. One week after launching, we found out we had ranked as the #1 Product of the Week on Product Hunt. It was a genuine surprise. We celebrated briefly and then got back to work. Because the win wasn't the point. The point was always the bigger vision: to build an open memory layer instead of restricted in one AI tool, we want to build an ecosystem where ... ... from Abesh Thakur(@abesh_thakur): Thanks for sharing your experience. I wonder if this shifting ICP behavior that you are seeing (and will see) is now something that you consider during your roadmapping? Building for the user you have vs

... months, our most requested feature at Murror was a chat function. Users wanted to talk to the AI the way they talk to a friend. It seemed obvious. Every competitor had it. Every feedback form mentioned it. So we built it. And within two weeks, our core metrics started dropping. Session length went down. Return rate went down. The thing users said they wanted was actively making the product worse. Here is what we discovered when we dug into ... ... question. There was actually a surprising mismatch. Our most vocal requesters were power users already engaged with the guided format, but once chat launched, newer users gravitated toward it and their retention dropped fastest. The power users tried it briefly

... some others have commented even just this vote came from a high value account with this/that history . 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): @koalr  sorry about that. Misconfigured permissions. Should work now. Comment from Andrei Tudor(@andreitudor14): Glad ... ... leave unanswered :D I know, cruel from me :D Comment from Nika(@busmark_w_nika): @konrad_sx   @mikekerzhner  ufff, like I do not remember the exact names. Usually, when they message me, I open the message, briefly

... been here a million times (and people will still ask me a few more times after that). I personally see advantages in both cases, but maybe one more advantage when it comes to launching during the week. Very briefly: Launching during the week  strongest days (Tue, Wed, Thurs) More people see your product (but higher competition) Higher traffic to your page if you are featured Launching during the weekend Sat, Sun Higher chance of getting a placement, Product ... ... Tuesday to Thursday can sometimes be too competitive. So many products launch on those days that traffic gets split across dozens of listings. You re competing with more products for the same attention, which can actually reduce visibility. Weekdays vs

... Save time and improve communication with AI-powered email generation from your voice. Briefly is an AI tool that transforms spoken thoughts into professional emails in seconds. Designed for freelancers, students, and professionals, it helps users save time and communicate more clearly. Try your experience [ https://www.trybrieflypro.com ...

... Grace Periods avoids false alarms Battery-Friendly lightweight, stable, runs in background 100% Offline & Privacy-First no internet, no tracking, no subscriptions Built for real-life situations: caf s, offices, gyms, public transport, libraries, airports anywhere your phone is briefly unattended. This app is for people who want peace of mind , not another complicated security app. Would love your feedback What s the one situation where you worry most about your phone getting stolen? Happy to answer questions & improve ...

... maybe Im not understanding. I love the idea of a central spot for sharing ideas and problems, I'm definitely checking it out! Comment from Boris Glen(@borisglen): @teamrocketgruntmax  Hi! Thanks again for reaching out. Let me briefly outline the main idea. I'm not a product person myself and I'm not great at finding and validating problems. However, based on feedback from various developers in our community (around 20 people), here's what they typically ...

... note it in CLAUDE.md or simply add a make command for it which Claude usually also just finds. I also still have active GitHub Copilot and Replit subscriptions but don't really use them right now. I have briefly used GH Copilot as a review agent in a GH Actions Workflow but don't use it for that, right now. I'm happy with Claude, but if I have a bit time, I'd test Codex CLI. Comment from Anca ... ... ChatGPT for brainstorming, Claude Code for implementation, Railway for execution. Just moved my AI app from Replit to Railway because Replit was burning $ real fast! Comment from Simona O'Neill(@simona_o_neill3): Currently , only ChatGPT & Codex in VS

... journey in startups began 10 years ago, and I've launched 18 startups, most of which failed. Briefly on why they failed: 1. Contract Online my first startup in 2015, which was supposed to be an online service for remote signing of contracts for any transactions between individuals. A kind of analogue of a secure transaction. For this startup, I even managed to attract a business angel who invested $16,500. Reason for failure: I had two lawyers ... ... more familiar for people. State school and institutes formed such an educational experience for most people on the planet. A pivot towards selling any content at all didn't help the startup because there were already many strong competitors

... journey in startups began 10 years ago, and I've launched 18 startups, most of which failed. Briefly on why they failed: 1. Contract Online my first startup in 2015, which was supposed to be an online service for remote signing of contracts for any transactions between individuals. A kind of analogue of a secure transaction. For this startup, I even managed to attract a business angel who invested $16,500. Reason for failure: I had two lawyers ... ... more familiar for people. State school and institutes formed such an educational experience for most people on the planet. A pivot towards selling any content at all didn't help the startup because there were already many strong competitors

... also has a huge range of themes that seem tie well into everyday conversation. I feel that I am now beginning to understand the structure better. For me Babbel or something similar is a good baseline. I also briefly tried Langua and Memrise which may be worth exploring too. However immersion is really helpful, whether watching tv, films, video clips or the news feed idea above. Then backing that up with a suite of stock phrases that you just learn ...

... Most businesses and startups rely on VCs. I would briefly write it as follows: 2024/2025 is the era of VC 2015/2016 the era of crowdfunding platforms BUT, I see how more and more (especially solo founders) are starting to get a little bitter that their VC did not accept their application, or they feel insecure that VCs will fund them, so they are going to do a bootstrapped strategy. But doesn t this bootstrapped strategy support the possibility of getting ... ... from Nika(@busmark_w_nika): @sanskarix  Tho, it is not easy at all. We are having a Kickstarter campaign as well. Comment from Nika(@busmark_w_nika): @ayyaz_ali  Would say that it is a less stressful alternative

... honest: it s still a career platform. A little cringe, but it still is. On the other hand, Sam Altman introduced a new ambition OpenAI Jobs Platform an AI-powered hiring platform, expected to launch by mid-2026. Briefly: The platform will match businesses with employees, including small businesses and governments. OpenAI Academy will offer AI certifications, piloting in late 2025, aiming for 10M Americans by 2030. The aim is to expand AI literacy and help workers adapt ... ... busmark_w_nika): @ashok_nayak   @markus_schmidberger  True, if it brings money, no matter where it is :D Comment from Talshyn Nova(@talshyn): This is a great discussion! I think it really comes down to professional identity vs

... haven't found a tool that could do just that, would be very cool though. Comment from Nika(@busmark_w_nika): Hey Vlad, for summaries (from particular websites, I use TidyRead) and sometimes ChatGPT with the prompt: "Summarise this briefly and give me the main message covered in the text." If the information is crucial to me or my work, I am open to reading the whole article ...