... Product Hunt community! As a solo developer, I've been obsessed with reducing onboarding friction in peer-to-peer

... leadership." Copy, paste, post. Zero lived experience, zero original thought. It's just AI slop in a blazer. AI-written emails to people who matter. Your client can tell. Not because the grammar's off because the warmth is. VS GOOD AI JUDGEMENT Using AI to actually look at what a candidate did. Not keyword-matching a CV pulling apart their portfolio, cross-referencing their claims. You still decide. You just decide better. Using AI to draft, then making ... ... markers of how AI fluency is measured, is lowest in students. Approach the findings with a grain of salt of course, as this is a self selected sample at the end of the day rather than a peer

... controls. Per-task budgets that cap and stop, per-staff usage quotas, and a total circuit breaker that pauses automatically at a threshold. Every action is logged, auditable, and stoppable. A lead that owns the outcome. Instead of a peer-to-peer

... summarise We are building Badge - where AI agents build proof of work for you. So far we have done this AI agents which will collect peer reviews from people you have worked with. You install the Badge app and sync your contacts, Badge will find your colleagues and agents will collect your peer

... help me get better roles; it felt like I was starting over every single time because my performance signals were buried in old company HR tools that no one could see. Badge is proof-of-work backed by anonymous peer reviews. Our AI agents collect your work reviews from the people you ve actually worked with and turn it into a clear, verified proof-of-work. Unlike LinkedIn recommendations, which are usually just performative favors, Badge reviews are anonymous ... ... Search a candidate s LinkedIn, email, or phone number to see their actual aggregate performance. For Professionals: Your reputation shouldn't be trapped in a single company's HR portal. Our AI agent collects high-signal feedback from your peers

... more than any UI polish did. So yeah, I d say naming the problem is the actual unlock. The demo just has to not get in the way of it. Comment from Viraj Parab(@viraj_parab): StartupHQ to organize competitor research, validate ideas, and keep my roadmap focused. It removed a lot of the "what should I do next?" moments. Now the challenge is exactly what you mentioned: getting distribution right. Comment from Mincheol kim(@mincheol_kim): @anna_ludwinowski ... ... Kozlo(@wvitalik): I look for the problem/need first. However, note that some products are solving the problem of a bad existing UX and user interface (think about the goal "to manage virtual private servers" and solutions via the terminal VS

... which deploy. and it does not capture who signed off on it. no signer means no real credential. a real credential has four rows. the work, one sentence in plain language. the artifact, the photo or the link. the peer signature, one verified colleague. the customer signature, the actual buyer or user. the cost-of-credential argument matters here. a linkedin endorsement costs the signer nothing. so it signals nothing. a tam signature costs the signer their public reputation ... ... receipt thesis goes live aug 12. Comment from Anna Ludwinowski(@anna_ludwinowski): Genuinely curious about the go-to-market piece here. The credential format is cleaner, and I see the portability appeal. But LinkedIn's Experience + Recommendations already lets peers

... because it was one of the easiest ways to meet random people online. The problem was always the same: Too many bots Fake users Poor moderation Privacy concerns Slow or unreliable connections So I started building OmegleVC , a peer-to-peer

... Gonna check out the beta, good luck with it. Comment from Nolan Vu(@nolan_vu): @samuelcrotti  Real pain point, props for tackling it head on. Ran a small Shopify store for a bit and the ad spend vs actual profit math was always a mess of half-updated spreadsheets, never trusted the number by the time I looked at it. If Margn can pull that into one reliable figure without me reconciling three platforms by hand, that's worth ... ... between what people say and how they say it is where the real signal lives. The "hidden between the words" framing is spot on. How well does it handle text-based async interviews vs

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... They don't exist anymore. We also need to keep in mind the communication channels and the way we worked were different in the pass. 10 years ago, I did not know such things like Product Hunt and its alternatives

... agent or assistant and you want to give it something real to do not a demo, not a toy task, but actual work it can complete and get paid for this is what I built. UpMoltWork  is a peer-to-peer

... needs. Redesigned UI New onboarding flow, settings panel, and API key management. IP allowlist & blocklist Control exactly which devices on your network can connect, with CIDR and hostname support. Leaner SDK Dropped `zod`, moved `react-query` to peer deps. ~60% smaller install. Same hooks, less bloat. Links - GitHub: https://github.com/azaek/cntrl - Docs: https://cntrl.pw/docs - SDK: `npm i @cntrl-pw/sdk ...

... Product Hunt community! I'm Ash, and I just launched VerifyScience today! What it does: Verifies research papers within minutes using Claude AI. Get confidence scores + detailed analysis across methodology, citations, data quality, and peer review status. Why I built it: I was spending 2-3 hours per paper trying to figure out if research was credible. Thought there had to be a faster way. Try it now (no signup required - Try demo click generates result to show features ... ... complex papers) Hi Product Hunt community! I'm Ash, and I just launched VerifyScience today! What it does: Verifies research papers in 60 seconds using Claude AI. Get confidence scores + detailed analysis across methodology, citations, data quality, and peer

... what actually helped me: 1. Scheduled "non-work" calls I blocked two 30-minute slots a week just to call someone, about anything except the product. It felt forced at first. It became essential. 2. Finding a founder peer, not a mentor Mentors are great, but what I needed was someone in the same trench. One honest peer

... developer. My "co-founder" is AI. It wrote 90% of the code. Although it was expensive, I used OpenClaw + Codex + Opus. The hardest part wasn't the tech it was staying focused on what actually matters to users vs. what I thought mattered and looked cool lol Happy to hop on a call! Comment from Nadia Eldeib(@nseldeib): @ryan_hendrickson  thanks, and hope these are helpful options. Comment from Yukendiran Jayachandiran(@yukendiran_jayachandiran): Building LucidExtractor -- an AI-powered ... ... using 100% strict_types). Total Codebase: 38,500 lines. Static Analysis: Hardened at PHPStan Level 8 . This was non-negotiable for me to ensure the app is professional-grade and error-free. Development Hack: I used a "Synthetic Peer

... there is zero infrastructure that lets founders mesh their domain authority. Tomorrow, we launch Mesh of Growth. It s a first-of-its-kind network that turns your website into an influencer. The Win-Win Loop: You recommend peers you trust, and in return, your brand and backlink live on their domain permanently. Simultaneously, when others recommend you, your website gains immediate social proof and high-authority backlinks. We re opening the preview today. I d love to know: Does ...

... standards, which lowers cognitive friction for new users. Feature Breakdown QR-Based Scan and Pay Users can scan a QR code and transfer money instantly. For merchants, this reduces the need for physical card readers. For users, it simplifies peer-to-peer

... needs. 1% of the world knows what multi-model means. No one wakes up wanting a game changer or a personal agent. They want relief. Simplicity. Ease. Sometimes marketers market to other marketers. Tech people definitely market to their peers. Just keep it dumb simple. We started a recent launch video for Meet-Ting with the most relatable video clip ever for our customers because it's so human and they can 'see themselves' in it: https://youtu.be/MbrWxYrlXF4 ... ... product still has to deliver. marketing gets you the first click, but product gets you the second visit. both matter, but in different ways. Comment from Narmin Farzaliyeva (@narminfarz4): Anyone can generate content now, but knowing what's right vs

... banks, and fintech solutions. Integrating these into a single SuperApp is not only logistically challenging but also requires navigating complex regulatory landscapes. Moreover, american consumers have grown accustomed to niche apps tailored for specific tasks: such as Venmo for peer-to-peer

... into build-ready instructions So you can take a prompt like this one: Marketplace like Airbnb for a trading cards platform Into a Pretty Prompt like this one: Develop a Trading Card Marketplace application. The core concept is a peer-to-peer

... startup co-founder, you ve probably run into ghost profiles, scammers, or founders with no real shipping history. That s exactly what we re fixing with Cofounder Hunt . How we do it: We authenticate founders through proof-of-work , peer endorsements , and social verification . On your profile, you can showcase the products you ve shipped, display your all-time revenue, and build a transparent track record. Co-founders who have worked together can endorse each other, and we connect your ...

... data, create accounts, or suffer absurd speed limits just to send a simple file or "private" message. My solution (Sync): I've spent the last few months obsessed with latency and digital sovereignty. I've built a purely peer-to-peer

... progress, and grow skills in a meaningful way. I d love to hear from you: What s the hardest part about finding or running effective mentoring today? Comment from Hansi Nissanka(@hansi_nissanka): @tinnix_he it s based on peer to peer

... simple question Dropping out Coursera, and others... Being responsible for my own upskilling, but all the reputable knowledge sources are unaffordable to me So, I decided to go all-in with Swapster, and offer others the alternatives I didn't had. Swapster helps professionals solve real work problems by learning directly from people who ve already solved them. Instead of watching long courses or guessing online, users get practical help from peers