... been talking to dozens of PMs over the last few weeks who prototype with Lovable, Bolt, Figma Make, V0, etc. Same frustrations keep surfacing. Output looks a bit generic: looks like a demo, not your actual product Context loss: explain your product in ChatGPT/Claude, then re-explain in Lovable, then again somewhere else No edge case thinking: AI executes prompts literally, doesn't challenge or expand on them The core issue I keep seeing: these tools are interface builders. They ... ... build. But the hard part, thinking through the flows, the states, the edge cases, where users will actually get stuck, that's still entirely on you. Building something at Figr AI to tackle exactly this. Curious: are PMs who prototype

... support flexible compute sizing in Bult.ai so apps only use what they actually need. XS to XL sizes cover everything from prototypes to databases, with per-minute billing and the ability to resize anytime from the Canvas UI. Compute options: XS: 0.1 vCPU, 256 MB RAM, $2.7 per month. Ideal for prototypes

... prompt. Watch your wireframe come to life with 50+ components. Share with stakeholders. Embed in Notion. Get feedback. Iterate in seconds. 4 Ship Production-Ready Outputs Generate prompts optimized for Figma Make or Vibe Coding Tools. Create hi-fi prototypes. Hand off to engineering with full specs. No context lost. No endless back-and-forth. Super excited to hear from ...

... start any conversation (question, rant, brainstorm, etc.), and an AI instantly connects you with others talking about the same thing like no forums, no tags, just live context-based matching using LLMs. I put together a clickable wireframe prototype to check through how something like this might work. Prototype

... launched a prototype of my first-generation contactless heart rate (fatigue) monitoring device on Product Hunt and open-sourced all the code and PCB design. I'm not looking to sell the prototype

... people with a "genius" idea, only about 100 ever bother to put it into a pitch deck. Most ideas die in a notes app. Build: Out of those 100 decks, only 25 ever become a working prototype. Building is hard. Most people quit. Launch: Out of those 25 prototypes

... Folks, I m Shubham Jauhari , and today I m sharing my GitHub profile where I ve listed multiple projects built using AI tools across ideation, research, prototyping, and execution. What you ll find Product ideas turned into working prototypes

... next) Also: hackathons + internal workshops inside enterprises will become the new sexy way to learn AI. The best vibecoding companies will run these as growth loops. Enterprise will enter heavily the chat. Big players will optimize for ENT prototyping + internal tooling, where budgets exist and good enough fast is a real superpower. Pricing will drop (or evolve). A real reason people leave vibecoding tools for Cursor is simple: cost (even 20/month is a friction point at scale). Expect pricing ... ... will explode. We ll hear hundreds of mom & pop businesses doing $1 5k/month not unicorns, but real freedom businesses from non-tech people. Mobile becomes a priority for almost everyone. The next wave won t stop at web prototypes

... datasets you can download or copy in your preferred format. Key Features AI-powered schema understanding Generate data in JSON, CSV, SQL or XML Create large datasets instantly Custom rules and field constraints Useful across development, QA, UI/UX, and prototyping Why I Built It I was tired of juggling faker libraries, throwaway scripts, and random spreadsheets every time I needed demo or test data. With modern AI capable of understanding structure, I wanted a simpler way: describe your dataset ... ... clean, usable data immediately. Who It s For Developers seeding databases QA teams preparing test scenarios Designers and PMs building prototypes

... just finished a brainstorm session. The whiteboard is covered in boxes, arrows, and brilliant ideas. Now what? Redraw it all in Figma? Spend an hour translating it to a prototype? With TypMo's Image-to-IA feature, you can snap a photo and get a working wireframe in under a minute. The AI recognizes common wireframe conventions: an X in a box becomes an image placeholder, circles become avatars, rows of lines become tables. Write "Search" next to a rectangle ... ... becomes a search bar. Your napkin sketch becomes a clickable prototype

... Product Hunt Community / Fellow Founders, We at Akwet Labs are thrilled to drop the prototype demo for HypeSiren AI , a tool built to solve the biggest headache for Indie Game Developers: Trailer Conversion . The Problem: Developers are losing thousands of wishlists because players drop off within the first 5-10 seconds of their game trailers. This is due to poor Kinetic Pacing (the timing mismatch between visual intensity and audio climax). HypeSiren AI's Solution (The Prototype

... model something simple and end up with a geometry crime that looked like it was designed by someone who has never seen a real object before. But here's the thing. I needed 3D assets for my projects. Game prototypes, architectural mockups, product visualizations. And hiring a 3D artist for every little thing, specially to send proposals and to make drafts, was not in the budget. So I did what any developer with too much free time and not enough ... ... call it a day. It actually understands architectural concepts and applies them. The Output Models export to all the standard formats: OBJ, FBX, GLB, USDZ. The topology is clean enough to use in production. I've shipped game prototypes

... tested them all building the same "Todo" app from scratch using identical prompts, requirements, and a stopwatch. The goal: Which AI tool actually delivers production-ready output, not just pretty demos? Watch the full head-to-heads: JustCopy.ai vs Base44: https://youtu.be/c79HJaWz6Y8 JustCopy.ai vs

... transparent . Small claims: Paid instantly from a community pool. Big claims: Covered by reinsurance. Benefits: Cheaper than traditional insurance, fully transparent, tech-friendly, and designed specifically for EV owners. We re currently inviting EV/Tesla owners to join the prototype waitlist , provide feedback, and help shape the future of community-driven insurance. Call-to-Action / Link: Join the Timi Prototype

... everyone! We just pushed a big new beta feature live in Yo and wanted to share it here first. We're calling it Prototype Testing it lets an AI user run through your Figma prototype

... reasoning, better at handling long prompts and complex instructions, and stronger at producing production-ready interactive components. It transforms the way ideas turn into working experiences. Gemini 3 lifts Trickle into a new tier of creation. Ideas become prototypes. Prototypes

... Alessio. I live in Barcelona and I work as an Engineering Manager. In my free time I like to build small projects, usually starting from problems I see in everyday life and trying to solve them with quick prototypes. I m now experimenting on an idea called WishPlace , an inverse housing market. Instead of checking dozens of listings, you save the buildings or streets where you would really like to live, and owners can see the interest and contact ... ... privately when the moment is right. It is still a simple prototype

... prompts-driven? What if structure not prompts was the real foundation? That s the direction my team and I have been exploring: an AI PM + AI Designer working together on one canvas, keeping richer specs (PRDs, flows, UI, and prototypes) aligned while you build. Curious how you all deal with this: Where does your vibe coding usually lose control? Do you write specs first, or go straight into prompting? What kind of structure would make your builds more stable? Would ...

... Stop guessing. Validate fast, stack-rank ideas, and auto-generate the investor/dev docs then vibe-code a quick prototype. We ve all seen the claim: by 2028, a one-person company hits $1B. If that s real, why are we drowning in zombie products? My partner and I built Spark to fix the build first, learn later loop. Capture and rank ideas, pressure-test the market, and auto-generate the docs a developer or investor expects so you only build ... ... what deserves to exist. Then yes, vibe-code a quick prototype

... produced the protagonist model, it became the anchor point for the entire game. > Summary: Fast3D handled the 3D generation step creating the playable hero model Duckov.glb that everything else was built around. Stage 3: UI & interaction design prototyping with Gemini Once I had the character, I moved on to designing the game s UI and interaction flow using Gemini . I described the gameplay structure: - Player controls Duckov to explore random dungeons. - Real-time combat with melee attacks. - Experience ... ... equipment upgrades. - Procedural map generation each run. Gemini generated the entire interface prototype

... specifically for the creator economy. Why I Built This I realized that to truly connect, creators need to move beyond simple positive/negative sentiment. They need to understand emotion. Are their viewers feeling joy, surprise, anger, or confusion? My basic prototype takes audience comments and feedback from across platforms and uses deep Natural Language Processing (NLP) to classify them into a wider range of emotions. This gives creators a psychological x-ray of their audience's reaction. What it Does ... ... passionate followers, turning them into your best ambassadors. It's about helping creators make content that genuinely resonates, not just content that games an algorithm. This is just the first step. I'm excited to share this basic, functional prototype

... data engineer who has little experience in full-stack software development, I ve been experimenting with vibe coding tools to move fast in the early stages. My flow looked like this: Prototyped the main UI in V0 (after 300+ iterations/conversations back and forth) Added backend with Supabase for auth, storage, and DB Moved from Replit V0 now AI coding IDEs (Trae, Cursor) to push into full-stack territory Vibe coding is great for speed and validation ... ... many limits. At some point, you hit that wall where you need real engineering depth, or risk staying in prototype

... time on. I've noticed some patterns and also want to share a little bit about my journey at South Park Commons. Most startup stories begin at zero when there s already a team, an idea, maybe even a prototype. But at South Park Commons (SPC), the philosophy is different: people gather in the -1 to 0 stage. That liminal space where you don t yet know what you re building or even if you should build ... ... killer UX learnings. What's not glamorous might be the definition of a solid business. For makers at -1 to 0, it s a reminder that starting messy is often the only path to something durable. Building fast prototypes

... final implementation and results measurement. Here are some examples: Remote.com (Senior Product Designer): "We are looking for masters of their end-to-end design craft, capable of taking a feature from concept through to polished execution, including research, prototyping, testing, and validation." https://remote.com/openings/6582... OpenAI (Product Designer): "Contribute to the end-to-end design of new features, shaping both the user interface and the overall experience from the ground up." https://openai.com/careers/produ... The trend is unmistakable: employers want ... ... Designer CX Designers already think holistically but often work at the strategic level. To become an E2E designer, you need: From strategy to implementation the ability to design interfaces and visuals yourself AI and vibe coding creating clickable, working prototypes

... vibe coding capabilities GPT-5 s vibe coding abilities kind of just hit warp speed or pretty close to it. Describe your dream web app in plain English layout, colors, features, and within seconds you get a live Canvas prototype: HTML, CSS, JavaScript, hosting , and an interactive front-and back-end demo. What once required copy-pasting snippets and manual setup now springs from a single prompt, letting anyone prototype