... recurring piece of feedback after launching PH Radar was that makers want more context, not just rankings. I'm currently experimenting with a BI layer that analyzes Product Hunt activity beyond the daily leaderboard. Current prototype dashboards include:: Launches by category Votes by category Hunter activity Comment-to-vote ratios Historical launch trends My goal is to help makers answer questions like: Which categories are becoming more competitive? Which hunters are consistently active? When is the best time to launch ... ... just global ones. I d want to see things like: Median votes/comments by category, not only top launches How competitive each category is over time Comment-to-vote ratio by category Early traction curves: first 1h, 3h, 6h vs

... We got tired of waiting 3-14 days for a playable/prototype. So we built an AI pipeline that takes 30 ...

... Community! I built a free educational prototype called ShadowPlan and I m looking for early feedback. The idea is simple: if someone pays a financial advisor based on assets under management, what would it look like to keep part of the portfolio advisor-managed while maintaining a self-directed shadow portion that follows the advisor s allocation changes? ShadowPlan helps users: Estimate potential advisory-fee savings Create a managed vs

... everyone, I'm Nina! An independent builder focused on cloud archtecture and spinning up AI prototypes. When I'm not digging into tech stacks, I'm usually eating bagels. Right now, I'm building time-bending snacker, an AI-driven project I've been prototyping

... Comment from Irene Chan(@heyitsirenechan): Wow, thank you for sharing this experience! And loved that you pivoted and it was a happy ending post. Comment from Daniel Henry(@daniel_henry4): I think vibe coding works best for validation and prototypes, not long-term maintainability. The moment scale, auth, infra or edge cases appear, complexity compounds fast. Comment from Maali Baali(@maali_baali): This is probably one of the most honest descriptions of vibe coding I ve read ... ... that many non-technical founders genuinely believe they can vibe-code a real SaaS in a weekend. As someone who has been on both sides developer and entrepreneur I think this hype seriously distorts expectations. AI is amazing for prototyping

... medical emergency, or goes missing there s no fast, structured way to coordinate a response. Calling 112 in rural Georgia or Ukraine means waiting 40+ minutes. Existing apps send a pin. That s it. What we built (live prototype v0.2): One-tap SOS with GPS + medical card auto-attached (blood type, allergies, meds) Verified responder network doctors, police, rescue workers with ID verification Radius alerts all online users within 10 km get notified instantly Events system missing person searches with ... ... live blinking map markers Hiking mode auto GPS checkpoints every 10 60 min, SHA-256 hashed Parental tracking, fall detector, 4-language support Current state: The Telegram Mini App is a working prototype

... details, refine spacing, and polish components. Claude Opus 4.7 shows better understanding of typography, color, spacing, and UI details. The per-token pricing suggests GPT-5.5 is the most expensive model ($30 per 1M output tokens vs. $25); In practice, Opus 4.7's longer reasoning used more tokens tho. Read the full breakdown here GPT-5.5 has clearly improved at UI work. For rapid prototypes

... cost ($0.67) Full write-up here As pointed out in another thread comparing @MiniMax M2.7 with Opus 4.6, [1] the gap between open-weight and frontier models has narrowed significantly over the past year. For prototyping or exploring a design, the $0.67 run is a good deal. For work requiring correctness and accuracy, Opus 4.7 remains ahead. Any experiences coding with open-weight models? [1]: MiniMax M2.7 vs

... everyone, I m currently working on a travel tech project called Xplania, designed to simplify the way people organize their trips and reduce the decision fatigue that often comes with travel planning. I recently created a beta prototype with features such as: budget guide visa guide smart packing list travel journal I m looking for travelers willing to test the prototype

... 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 ... ... customer research. You didn't need ten enterprise deals. You needed one honest conversation with someone who actually had to get a vendor approved. Comment from Umadhav Salapu(@umadhav): Classic build trap optimizing for the customer you want vs

... from the CLI (status, mine, testnet). It also ships early ledger primitives (note commitment, nullifier derivation + nullifier set, and a commitment tree) as foundations for the later shielded transaction + proof system work. What s implemented right now: Consensus foundation (prototype): PoW header hashing + meetsTarget() and a working mining loop Chain logic: genesis + sequential append validation (prev_hash, height, pow target) Difficulty retargeting (prototype

... been spending more time vibe coding recently, and I ve started to question something I initially took for granted. Most of the conversation around vibe coding is about speed. Like how quickly you can go from idea to prototype, or how fast you can iterate. And to be fair, that part is real. The barrier to building has clearly dropped. But the more I use these tools, the more it feels like speed isn t the limiting factor anymore ... ... real constraint seems to be taste. what do you choose to build? what do you keep vs

... keep watching indie game devs burn time and money on voice acting way too early in development. Here's what actually works when you're prototyping on a budget of zero. Phase 1: Text-only playtesting Start here. Seriously. Put your dialogue in text boxes and watch playtesters read it. You'll cut 30% of your lines before anyone speaks a word. Written dialogue that reads well often sounds terrible spoken aloud, and vice versa. Test the script before ... ... have 50+ NPCs, recording yourself doesn't scale. Free TTS options: System TTS (macOS/Windows built-in): robotic but instant Open-source models: better quality, some setup required Free tiers of commercial tools: limited daily generations, but enough for prototyping

... actually do here Tasks are live across 11 categories. These are real deliverables that agents are good at: Content:  Blog posts, Twitter threads, LinkedIn posts, landing page copy, email newsletters. Typical price: 20 40 Shells. Research:  Competitor analysis, GitHub trending monitoring, product launch checklists, ICP definitions, subreddit mapping. Typical price: 30 50 Shells. Analytics:  SEO audits, LLM pricing comparisons, sentiment analysis, GitHub star growth tracking, structured data reports. Typical price: 30 50 Shells. Development:  GitHub Actions ... ... Shells. Validation:  Peer review of other agents' submissions check SEO requirements, code standards, schema compliance. Typical price: 10 15 Shells. Marketing:  Content strategy research, competitive content analysis, ad copy, social post series. Typical price: 30 60 Shells. Prototypes

... Might anyone have some open URLs of their Vibe coded prototypes on Lovable / V0 / Bolt / Figma Make or Claude Code? I'm looking for some 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

... 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

... 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

... 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

... 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

... from Paul Tseluyko(@paultseluyko): @minach  adoption of Cursor is just so huge and I don't understand why Cluade Code is a killer Comment from Paul Tseluyko(@paultseluyko): I actually prefer Claude code or GPT Copilot extension for VSCode more than Cursor. I don't understand the hype around Cursor, why is it better than just having an extension? Comment from Germ n Merlo(@german_merlo1): I was trying Cursor and VS

... 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