... built PetMatch upload one photo of your dog or cat and it finds a real lookalike among 50,000+ pets (similarity score + trait breakdown). Recent examples: British Shorthair twin (77%): https://petmatched.com/m/0fe6185... Frenchie mix (87%): https://petmatched.com/m/9d1d401... Siamese twin

... loaded, so anything you attached to it never ran. Fixed. LESS builds again. The v2 webpack config found your .less files but had no loader for them now they compile just like Sass, minified and with an RTL twin. Honest boilerplates. All 14 now declare PHP 8.1, and the six with React apps declare WordPress 6.6, which their bundles actually need. Docs, boilerplates and live Playground demos: https://www.wpbones.com Building WordPress plugins with a Laravel feel? I'd love ...

... writes the webhook handler, it looks solid, gets shipped. Then prod explodes and nobody can reproduce it because the local environment is too clean. We built FetchSandbox to inject exactly this kind of chaos against a stateful Paddle twin. Out-of-order delivery, retry storms, concurrent events hitting the same subscription. Two race conditions caught before they hit customers in the first week. Curious what others are doing though. Are you testing event ordering explicitly? Replaying prod events? Or mostly ... ... fresher one, is what fixed it for me. Comment from Raj Nagulapalle(@rnagulapalle): @siarheihamanovich  Yeah that's actually how our probe engine works already, every run fetches current state from the provider before injecting anything so the twin

... comparing two runs that started differently and calling it a diff. We also needed the services to behave like prod, 429s, auth failures, delayed webhooks, duplicate deliveries, without real prod keys. That's what FetchSandbox gives us: service twins that surface the failure modes the happy path never hits. Is anyone actually testing these flows end to end, or is it mostly per-service mocks and hope? Comment from Raj Nagulapalle(@rnagulapalle): @siarheihamanovich  That WHERE clause doing double duty ... ... fault matrix is your own dedupe layer, not the vendors: what happens when a claim gets taken and the work under it throws. Same point catches the identical-state part too. Your marker rows are state. Reset the service twins

... Hello Product Hunt community, I am a tech student working on a conceptual architecture called LogiVerseAI. My goal is to design an AI-native operating system that uses Digital Twins, AI routing, and Blockchain escrow to make global supply chains autonomous and resilient. Since the global trade system is massive, I want to build a Minimum Viable Product (MVP) first, focusing strictly on "Predictive Route Intelligence" (AI-driven port congestion and weather forecasting). As tech builders and experts here ...

... name is Arya and I m building Padro, an AI twin platform for coaches, consultants, course creators, and other experts who sell what they know. The idea is to turn an expert s knowledge, frameworks, and way of thinking into an AI version their audience can talk to when they re not available. I m still very early, and the question I keep coming back to is: If you had an AI version of your own expertise, what would ...

... carry a title tag. The title just belongs to a different page. I only found it because I was counting something else. I pulled my sitemap this morning, 272 URLs, 18 of them category hubs, and opened the tag twin of every slug. Seven of the eighteen answer "Tag Not Found", because the tag route wants five posts and the category route wants one. Three of the remaining eleven were wearing the wrong name. The commit that fixed the category ...

... twin brother(Shem Guy) vibe coded and developed a AI digital closet app, where you can try clothes before you buy them so you can get it idea how you might look in them before you even purchase them, along with the app, we also developed a stylish AI agent that can assist you with your outfit or the occasion despite might be something casual date night whatever the occasion my agent up-to-date ...

... incredibly grateful to everyone who tried the product, asked questions, or shared feedback. PodcastorAI helps creators turn scripts, links, PDFs, ideas, or existing audio into solo or two-host video podcasts with AI hosts, digital twins, natural voices, captions, and editing tools. The launch gave us strong validation, but it also showed us where we still need to improve. We re currently reviewing the onboarding experience, first-episode workflow, host realism, voice quality, and editing controls. I d especially love ...

... actually happened yesterday. Hundreds of you turned Dupely on, ran it against the stuff already in your cart, and started sending us the receipts. The "50% off" that had quietly been the regular price for months. The white-label twin selling for 40% more one listing away. The brand-new seller hiding behind a shiny badge. That is the entire thesis. Prices you can trust, sellers you can verify, no manipulation. Pouring through yesterdays data and the actions we will ...

... founders, wanted your take on something we re testing We re building user-agent twins that behave like real potential customers Each one has a role, routine, and context. Think a busy ops manager, a solo founder, a team lead. They react to your idea, surface objections, suggest workarounds, and point out hidden pain points based on how they use it The goal is to stress-test ideas before you build Do you think this would actually be useful? Would ...

... separate signal from noise without getting emotionally dragged by every comment. Comment from Ajay Kumar(@ajaykumar1018): @luca_ardito  totally agreed! Comment from Ajay Kumar(@ajaykumar1018): @naomi_florence1  Interesting one, well, some users, after creating the "Velo Twin", couldn't figure out that they had to first approve the twin

... runs in a browser. Interior design photoreal renders that feel premium, without demanding a specialist on every task. The part that keeps me excited is what this unlocks over time. When every plan can turn into a consistent 3D twin, you start to get a shared visual language across teams, tools, and timelines. A drawing stops being a dead end. It becomes a starting node. We are shipping this as a product. But we think of it as infrastructure ... ... that resonates with how you think about space, product, and storytelling, you will probably enjoy playing with Foursite. Especially the moment your first flat plan quietly becomes a place you can walk through. Read more: Floorplan Native Digital Twins

... time to deploy your AI Career Co-Pilot . The Breakdown: Beyond the PDF : Your career isn't just a list of keywords; it s a unique "Human Intelligence Graph" that generic job boards ignore. Meet Your Digital Twin : Notchup builds a 24/7 AI Clone from your resume and links to represent you to recruiters while you sleep. Continuous Evolution : Your clone tracks your real-time progress and automatically updates your smart portfolio as you learn. Predictive Matching : Instead of "spraying ...

... exists in an incomplete world. So even if it has some form of experience, it's experiencing a kind of sensory deprivation we can't fully imagine. My real concern isn't the evil twin scenario. It's that we'll create conscious entities human or otherwise trapped in incomplete simulations, with no rights, no exit, and no one asking whether they're suffering. We haven't solved consciousness. We're already simulating brains. That order of operations should terrify ... ... human (which is a more complicated system) Comment from Nika(@busmark_w_nika): @mahmoud_kamal  I also have these horror scenarios (especially after watching The Simpsons horror special series) :D That one where Bart had a twin

... this. Fortunately there's a handy Migration Guide devs can refer to. Comment from Bash Segun(@sunbash): In December, I tried to build a little widget to allow people to compare their Spotify Wrapped and find their musical twins around the world. It was hell. The requirements made it totally impossible to go beyond a prototype. Darn shame it s gonna get even worse. There has to be a way to allow atleast read-only rights with a lot more ...

... Discord ? It hits Enter. In Notes ? It just pastes. I can reply to messages without touching my keyboard once. 2. App-Specific Profiles It context-switches for me. Outlook: Automatically polished to "Professional". Telegram: Switches to "Casual & Lowercase". VS Code: Formats code blocks automatically. 3. Ghost Morph (Agent Skills) It s not just for chatting. Hold a modifier key to trigger custom agents: "Turn this rant into a structured Jira Ticket ." "Turn this thought into a Twitter Thread ... ... Ghost Twin

... free for the first 3 months. No complex onboarding, just immediate insight into your team's energy. Want to see the logic behind the data before you start? Ask for our Interactive Check-in Simulator. It s a "digital twin" of our methodology. Comment " THERMOMETER " to receive the PDF simulator Comment " START " if you want to help us build and onboard for 3 months immediately with our support. Otherwise, you can go directly to: https://pulseboard.nl/onboarding You are allowed ...

... which is usually the right move. Comment from Syed Hassan(@syed_hassan9): @busmark_w_nika  Totally get that pushing standards can be super motivating. I think it really comes down to knowing when raising the bar fuels growth vs when it quietly turns into pressure. Different seasons, different approaches and both can work. Comment from Nika(@busmark_w_nika): @syed_hassan9  True, now, I am trying to handle it so I can shrink the time ... ... help get things done more efficiently. That's an addiction I am struggling myself Comment from Ramana Abhishek(@ramana_abhishek): @busmark_w_nika  Absolutely. Think of GPT/Gemini etc - they are the first level of being our digital twins

... Twome We re trying a simple but crazy idea : What if every post could turn into a live video call? Twome ( Two me ) lets you tap a short video and instantly talk face to face with an AI twin of a creator, a character, or yourself. Why this matters: Social today is mostly one way. You watch, you scroll, maybe you comment. We wanted something that actually talks back, with presence and personality. For creators, your AI twin

... What we re building An AI driven Micro SaaS that runs themed Telegram channels end to end using a user s digital twin (style, tone, interests): Research: generates focused web queries based on the channel s profile; fetches fresh sources. Curation: ranks/dedupes content; filters low signal links. Writing (Reasoning LLM): produces short, engaging posts in your voice (first person OK), with optional A/B style overlays. Quality gate: similarity vs

... introduce the world s first real-time AI video social app. Twome lets you swipe short videos like on TikTok or YouTube Shorts and, with one tap, jump into a live video call with the creator s AI Twin. It s a far richer, more lifelike experience than text chat you ll fall in love with it fast. For creators, we offer a free, dead-simple workflow to spin up your own AI Twin

... days. Uses Perplexity AI for real-time threat research. 3D Agent Visualization Interactive sphere showing all 10 specialized AI agents with unique personalities, tactics, and specialties. Air-Gapped Architecture Zero external network access. All attacks executed on digital twins and mock APIs. Safe for enterprise security training. Geolocation Analytics Track global reach with IP-based visitor analytics, world map visualization, complete session tracking. BUILT FOR AI Safety Researchers (studying multi-agent adversarial systems) SOC Analysts (realistic threat response training) Security ...

... with their audience. Instead of replying to thousands of comments or DMs, they can now let their AI handle real-time video conversations while still feeling authentic and human. It s like extending your creative self into a digital twin that never sleeps. For users: You don t just follow creators you talk to them. You can ask for advice, discuss ideas, or share your thoughts, and feel genuinely heard. We believe this is what the next era of social ...

... actually video call their AI versions These AIs are personally created by the creators themselves, designed to reflect their real personalities, style, and vibe. Watch creators videos Tap once Start a live video call with their AI twin It s more immersive than text-based AI chat it feels like you re talking to the real person. Ask questions, share thoughts, or just chat anytime, 24/7. Why it matters For creators build deeper, more personal connections with fans. For fans ...