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IDOWU ELIJAH
London, UK
AI Product Engineer | Building Production Ready AI Apps
23
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AI Product Engineer | Building Production Ready AI Apps
1
$10,000,000 was sitting at the top of the 2026 WSOP Main Event. That number is one of the reasons I became interested in building this. Poker isn't just cards on a screen. At the highest level, millions of dollars can depend on thousands of individual decisions. So I'm building something around a question that I find technically fascinating: Can software understand what is happening on a poker table from visual data? That's what I'm working on with my Poker Vision project. The system is being designed to recognize and structure information such as: → 🃏 Hole cards → 🎴 Board cards → 👤 Player positions → 💰 Betting actions → 🔎 OCR information → 📍 Table coordinates → 🧠 Game-state changes Then the challenge becomes turning all of that raw visual information into reliable structured data that another part of the application can understand. And that's where the engineering gets serious. A single recognition mistake can completely change the state of the game. So I'm not interested in building something that simply looks intelligent. I want to build something that can: Detect → Interpret → Validate → Test → Learn from errors → Improve. One important boundary: I'm building this as a research/analysis and development project, not a real-time system that tells someone what action to take during live-money play. Major poker platforms prohibit real-time assistance that influences decisions during play. PokerStars (https://www.pokerstars.com/poker/room/prohibited/?utm_source=chatgpt.com) The bigger idea is what excites me: Computer vision + AI + poker data + software engineering. When the stakes can reach millions, even a small technical problem becomes an interesting engineering problem. And that's exactly the kind of problem I enjoy building. 🔥 If you were building this system, what would you tackle first: card recognition, player tracking, OCR, or game-state detection?
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I’m not just building a poker UI. I’m building a system that can understand the table. This project started with a simple idea: Can software look at a poker table and turn what it sees into structured game logic? The deeper I get into it, the more interesting the engineering becomes. The system has to deal with things like: → Card recognition — identifying cards from the screen → Board detection — understanding the current board state → Player positioning — determining where players are located → Action recognition — interpreting Fold, Call, and Raise → OCR — extracting information from visual elements → Coordinate mapping — knowing where important elements exist on different layouts → Game-state logic — turning all that visual information into something the application can actually understand And this is where AI-assisted development becomes powerful. I can use an AI coding agent to help investigate the codebase, implement changes, run tests, and work through bugs. But the outcome still depends on how I design the logic, test the edge cases, and verify what the system is actually seeing. The goal isn't: “Make AI write a poker application.” The goal is: “Build a system that can reliably understand what is happening on the table.” That's a completely different engineering problem. Right now I'm focused on making the recognition and game-state pipeline more reliable because one incorrect card, coordinate, or player action can affect everything that comes after it. Computer vision + AI + software engineering = some seriously interesting problems. 🧠🔥 What would you build with this kind of technology if you had reliable real-time visual recognition?
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AI can write the code. Engineering is knowing what to test. I’m currently working on a poker-vision system where the application needs to understand what is happening on the table — recognize cards, identify ranks, process board states, and translate visual information into usable application logic. And this project is teaching me something important about AI-assisted development. The difficult part isn't getting AI to change the code. The difficult part is proving that the change actually works. My current workflow looks more like: Read the codebase → Understand the existing logic → Make the change → Run the test suite → Inspect the real output → Find inconsistencies → Fix → Test again. For example, I’m currently testing multiple buyer frames against the recognition logic instead of assuming that one successful test means the system is correct. That's a big difference. A function can compile. A test can pass. The UI can render. And the system can still be wrong. That's why I don't want my AI workflow to be: “Generate the code and move on.” I want it to be: “Make the change, challenge the result, and verify the behavior.” This is becoming increasingly important as coding agents take on more implementation work. Modern agent workflows are already moving toward repository-wide investigation, automated tests, linting, code review, and validation rather than simply generating files. The GitHub Blog (https://github.blog/changelog/2026-03-18-configure-copilot-coding-agents-validation-tools/?utm_source=chatgpt.com) For me, AI isn't replacing the development process. It's changing where I spend my attention. Less time typing every line. More time understanding: What should happen? What actually happened? Why are they different? And how do I prove the fix is correct? That's where the interesting engineering work begins. 🔥 For developers building with AI agents: what do you trust more a passing test, the actual application behavior, or both?
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The hardest part of AI-assisted development isn't generating code. It’s knowing when the code is wrong. I’m currently working on a poker-vision project where the system has to interpret what’s happening on the table — including card recognition, board ranks, hero cards, and positional coordinates. And this is exactly where AI-assisted development gets interesting. The agent can make a change. It can tell you the change looks correct. It can even run the code. But then you look at the actual result and realize: “Something is still wrong.” In this case, I was working through an OCR/ranking issue where the system was reading card information and producing an incorrect interpretation. So the workflow became: Inspect → Understand → Change → Run → Compare → Debug → Verify. Not: Prompt → Generate → Ship. That difference matters. AI coding agents are increasingly capable of working across repositories, editing multiple files, running tools and debugging issues. But current engineering discussions increasingly focus on the verification layer making sure generated changes actually produce the intended behavior. CodeRabbit (https://www.coderabbit.ai/guides/coding-agent-workflow?utm_source=chatgpt.com) For me, this is changing how I think about development. The value isn't just how quickly I can generate code. It’s how well I can understand the system, identify the real problem, direct the agent, and verify the final result. That's where engineering judgment still matters. And honestly, some of the best lessons come from the bugs that refuse to disappear after the first fix. 🔥 Developers using AI: what's one bug that looked “fixed” until you tested the actual behavior?
0
26
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(12)
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Andrés Sepúlveda Morales
max
Barcelona, Spain
The Web, AI & Automation That Mission-Driven Teams Deserve.
$50k+
Earned
25x
Hired
5.0
Rating
473
Followers
Top
expert
+13
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The Web, AI & Automation That Mission-Driven Teams Deserve.
37
Inspired by a typo in the @Rork guidelines for the #holidaychallenge2025...I built this clicker game called "Gully of Gifts"! Probably the first and only gully functioning app submitted so far 😂 In all seriousness, Your goal is simple: fill gullies full of gifts! Hire elves and upgrade them to help make as many presents as possible. 10 prestige tiers and over 200+ achievements give you a decent amount to do if you're bored. Includes a short story and visuals from Nano Banana Pro via @Lovart AI! Linking the visuals in the replies. I'm having a LOT of fun playing and making these incremental games recently. Anybody else like these types of games? Which one is your favorite? You can try it at https://gully-of-gifts.rork.app
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prepping for my workshop on Monday, this is a crochet visualization tool to see each and every step to turn yarn into a crab for the Claude Community House (claudebcn.com (https://claudebcn.com)). Cool, no?
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LUMINA Pro: From Three Prototypes to a Product You Can Buy
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Last night I demoed my job-feed agent live at AI Tinkerers Barcelona. I think it went well! It scores each Contra posting out of 10 against rules I wrote in plain text, drafts the good ones, and declines the rest by citing the rule. Recording, map and build order: https://redmage.cc/ait-bcn
2
5
367
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(1)
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Kristine Vilnite
max
Riga, Latvia
Building custom websites with Framer
$25k+
Earned
10x
Hired
5.0
Rating
855
Followers
Top
expert
+1
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Building custom websites with Framer
41
Here's my 2025 holiday project, the WonderJar app 🤍 Through this year I've been collecting precious, joyful moments on small paper notes and putting them in a jar (mug from Egypt). Now, at the end of the year, I get to revisit wonders of my life. 🥹 I definitely recommend, and will continue this ritual. More so, for 2026 I've created a very simple app to help me make notes of wonderful moments anywhere at anytime, store it in a (digital) jar, and reveal them for me on 31st Dec, 2026. Built with @Rork 🤍 WonderJar Preview (https://wonderjar-w3wwnin.rork.app/) Music with @Suno 🤍 WonderJar Playlist (https://suno.com/playlist/2264aaea-d9a8-4901-86df-e9ab3e464db3) Animations with @FLORA Design in @Figma More details in comments 🎬 Happy New Year 💫
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3.4K
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How are you with understanding your blood test results? Aura is a personal health dashboard 📊 that organises your medical test results into a plain-language insights. You can also chat with Aura to go deeper on anything that concerns you. Built on Bubble AI generated foundation and taken the rest of the way by hand: → Started with a single prompt to Bubble AI, shaped by Claude; → Bubble AI generated the foundation: pages, data structure, and UI; → Cleaned up the structure into a working app; → Redesigned every screen into a soft, light experience. 🎬 See full process walkthrough and comparison between Bubble's initial output and my design in the comments. 🔗 Try Aura (http://vilnitekristine-83612.bubbleapps.io)
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6.1K
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Website redesign + Reservation and Payment automation with @Base44 for Riga based private practice of Physiotherapist & Physical Preparation coach Raivis Miezans. Before: → Outdated web design & functionality → No automation systems → Inefficient layout and structure → Only in Latvian 🔗 Website: https://miezans.lv/ After: → Fresh design → Improved layout and structure → Reservations automation (Google Calendar) → Payment system automation (Stripe) → Localised in Latvian and English 🔗 Website: https://miezans-motion-pro.base44.app Step-by-step process: 1. Old website's copy, structure and functionality analysed by Claude. 2. Claude assisted detailed prompt for Base44. 3. Base44 generated a fully functional layout in one go including Google Calendar and Stripe integration for reservation and payment automation. 4. Design refined using Figma files and code-based prompts. Raivis Miezans: “I went through the website - it's clean and organised. Reservation process is clear and simple. Since I don't have an administrator, having people register through the website would make my life easier, 1000% - I want this automation like, right now!"
43
93
5K
18
Custom Business Website & Retainer Partnership
18
507
Rork
(1)
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Lynn Zeng
pro
Kuala Lumpur, Malaysia
Generative AI Creative Director | Video & Art
11x
Hired
4.7
Rating
286
Followers
Expert
Partner
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Generative AI Creative Director | Video & Art
23
Just submitted my HolidayChallenge2025 entry: Silly Santa Belly Poke I had an absolute blast building this super silly, kid-friendly mobile game in @Rork . The concept is simple and ridiculous: Poke Santa's big jolly belly and it jiggles like jelly. Santa bursts into a "Ho Ho Ho!" laugh and starts an over-the-top silly dance (hips shaking, arms waving, feet tapping to upbeat jingle music). Poke faster for wilder jiggles, bigger dances, and sparkly confetti explosions. It’s pure, endless holiday giggles, perfect for kids (and honestly, adults too) I built this for my kids. Hope you like it too! https://silly-santa-belly-dance.rork.app Have fun!
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The new Recraft V4.1 Flash is blazing fast with top-tier aesthetics ⚡️ At ~1.3 seconds per image, Recraft V4.1 Flash completely eliminates friction from the ideation phase. You can test new visual styles, explore creative directions, and build out full moodboards in real time without breaking your workflow. And once you land on a direction you love, the Refine feature upgrades your favorite output straight to 4K / Pro quality—polishing the details while keeping your exact composition intact. Iterate in real time, refine with precision. 🚀🎨
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Fall of the Red Dome I created this film with the new AI Agent from Leonardo AI.
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Made this video with H3. Exploring typography animation.
12
33
1.3K
Rork
(1)
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Meddy ㅤ
London, UK
Creative code → Apps ✦ Research ✦ Events
$5k+
Earned
1x
Hired
106
Followers
Expert
Expert
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Creative code → Apps ✦ Research ✦ Events
22
I think I pushed my limits on this one.. 🛏️ My goal was to use all the tools in unison and learn how each tool could own a clear layer of the full product experience from code to marketing. Rork developed the app, Suno designed the audio, FLORA defined the visual language, Tolstoy for all the UGC, and Replit brought it online. After Christmas dinner, I sent my first prompt to Rork: “Design a digital members club for Gen-Z + working professionals committed to sleeping earlier in 2026.” The idea came from an old note I wrote after a health & wellness conference in Budapest: 'productivity revolves around a good night’s sleep' - marketing = Maslow's Hierarchy of Sleep (iOS app) ' 😬😂 And so? Pillow FM: A modern sleep experience for overstimulated minds. 'Guided Sleep meditations everyday at 10pm' Shall I continue this app?
5
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1.3K
7
I built a way to sell physical products in an app that feels more like a gallery than a shop. 📱 What does it do? It’s a remix-able template for selling physical products inside an app. You browse through pieces in a horizontal carousel, then scroll vertically through a product to explore it through multiple images before buying instantly with Apple Pay. I designed it for galleries and artists first, but it works for anyone selling physical products creators, brands, influencers anything that needs to feel a bit more premium. Why I built this: I kept thinking about how intentional artwork is presented in physical spaces, and how transactional it feels online. This is an attempt to close that gap and making purchases feel as frictionless as possible. Another bonus to why people will use this app is that apple does not tax physical good transactions, so sellers can keep more of what they earn. 🎉 The template remix-potential? Works really well because users can swap in any product and it simply works! Art, jewellery, vinyls, collectibles, anything physical allowed on the app store. This was fun I plan on refining and making more templates so I would appreciate any comments and feedback Build Preview 👀 (https://www.anything.com/mobile-preview/68217499-f987-4843-8bcb-f7864c536abc)Build Link 🔗 (https://www.anything.com/build/aCF0mfmHSEOLy_eGTFNqvA?v=sBZM6bBFQ0CWHu4QlFbZpA)
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To mark 122 years of Ford Motors, this Super Bowl advertisement speaks directly to multi-generational audiences who value heritage, perseverance, and the powerful connection between sound and emotion. The story of the horse and carriage draws a parallel between the original Mustang and its modern counterparts, building towards anticipation before the unveiling of the new 2026 Mustang in Spring. The Location: Santa Clara, California played a huge role in the story as this year's Super Bowl is being hosted at the at Levi's Stadium. This made prompting the clothing easier, you'll notice each actor is wearing Denim. 'Horses dont Stop, they keep going' Brand: Mustang SFX: Morphic Images: Morphic Scripting: Morphic Voice: Eleven Labs Final: Premier Pro Each video was generated and sequenced entirely in Morphic *sound on*
24
44
2K
0
Memento Analytics Platform Development
0
29
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(1)
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Rohit .
Mumbai, India
Modern web developer helping brands grow online.
$1k+
Earned
1x
Hired
187
Followers
expert
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Modern web developer helping brands grow online.
8
🎄🎮 SANTA DASH — SAVE THE HOLIDAYS ⚠️ Warning: this gets addictive. Built a 3D holiday endless runner where you help Santa collect gifts, dodge trees, and swipe smoothly through snowy lanes. No fluff. Just run → dodge → collect → repeat. 👉 Play now: https://santa-dash.rork.app/ Built with @Rork Music by @Suno Logo by @Lovart AI One more run. Then another. ❄️🏃♂️🎅 @Rork @Suno @Lovart AI @Contra
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❄️ Snowball Night Run ❄️ Built a cozy holiday-themed winter game inspired by quiet nights, falling snow, and that one more try feeling we all get at the end of the year. You roll forward as a snowball through a dark winter night. Tap to jump. Double tap to double jump. Collect 🎁 gifts for points. Miss once — the snowball shatters and the run begins again. The background music was generated with @suno, the game icon was designed using Lovart, and the full game was built using @rork. Playable directly in the browser on mobile & desktop — no downloads, no setup. A simple idea turned into a calm but addictive holiday game experience. Happy holidays ❄️🎄@Rork @Suno & @Lovart AI link : https://snowball-night-run.rork.app/
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Built an immersive fantasy portfolio where every section becomes part of a living world instead of another webpage. Designed the entire experience in @flowstep_ai using Flowstep + MCP (Antigravity). Connected Flowstep MCP with Antigravity, then iterated directly on the canvas using prompts—refining layouts, components, navigation, interactions, and the design system without rebuilding screens from scratch. Created reusable design tokens, cinematic UI, glass navigation, parchment components, handcrafted cards, and a consistent visual language across every scene. Once the prototype was finalized, I replicated the entire Flowstep canvas into a Next.js application and polished interactions with modern animation libraries before deploying. The workflow: 🌿 Idea → Prompt Flowstep 🎨 Refine with MCP (Antigravity) 🧩 Build reusable design system 🖼 Iterate every screen on the canvas ⚛ Replicate to Next.js ▲ Deploy on Vercel 🏡 9 connected fantasy scenes ✨ 1 immersive portfolio Project link : https://portfolio-6asf.vercel.app/ flowstep link : https://app.flowstep.ai/file?activeFileId=dd5c563d-33a1-4b37-8b24-3669efac9652
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Human by Design isn't about using less AI—it's about knowing when not to listen to it. For this challenge, I created RE:SOLE, a fictional sustainable sneaker brand built around one simple idea: "Repair, Don't Replace." Instead of designing another perfect sneaker, I wanted to tell the story of a shoe that becomes more valuable with every scratch, crease, and repair. My Workflow Built the brand identity using Envato AI as the creative starting point. Used Envato assets for inspiration and visual direction. Created a custom typeface pairing to give the brand its own timeless personality. Iterated through multiple concepts before choosing the final direction. Designed the campaign visuals and cinematic product storytelling around authenticity rather than perfection. My Human by Design Moment AI consistently generated spotless, flawless sneakers because it assumed perfection sells. I made a different creative decision. I intentionally added visible wear, repaired stitching, faded textures, and handcrafted imperfections because they communicate something AI couldn't understand on its own: memories have value. That single decision transformed the campaign from a product advertisement into a story about craftsmanship, sustainability, and emotional connection. Tagline: "Scars aren't flaws. They're memories."
2
3
241
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(2)
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Zouhir Laoulaou
Hefei, China
Software Developer | AI Developer
$1k+
Earned
2x
Hired
5.0
Rating
22
Followers
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Software Developer | AI Developer
4
This is likely one of the earliest Match-3 games built using @Rork 😍 Game assets were created using Nano Banana Pro, and LottieFiles was used for the confetti animations. This is my contribution to the challenge. Happy New Year to all the builders! 🎉 Try the app using Rork : https://festive-match-3.rork.app
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Debt Payoff Coach — Financial Freedom App
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33
0
I built a gamified directory called hivebid.lol (https://hivebid.lol) where users bid money 🎉 trying to dominate the hive to promote their SaaS, Service, or simply their social media account. AND It's driving me crazy, am so excited 😍
0
58
2
PostSchedule.xyz : AI Avatars and Scheduling on Tiktok
2
37
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(2)
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Shah Fahad
Lahore, Pakistan
Builder of End-to-End AI Apps | Sr. Graphic Designer
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Builder of End-to-End AI Apps | Sr. Graphic Designer
4
❄️ Saving Frosty: How I built a gamified Fitness App in record time with Rork (https://frostys-fitness.rork.app) I just wrapped up my entry for the Rork Holiday Challenge! 🎄 Introducing "Frosty’s Fitness" — a holiday-themed fitness tracker where your consistency keeps a snowman from melting! 🕹️ The Concept The goal is simple: Stay active to keep the temperature below freezing. The Stakes: Every day you skip a workout, Frosty begins to melt in the UI. The Reward: Earn "Cold Points" to unlock festive gear and build your "Frozen Streak." Using Rork (https://rork.com/) , I was able to bridge the gap between design and functional code instantly. Experience it here: 'https://frostys-fitness.rork.app ' #Rork #BuildWithAI #holidaychallenge2025 #MobileAppDesign
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This project is a high-energy AI commercial designed to capture attention instantly on social media. The concept focuses on a dramatic product reveal using cinematic motion, water physics, and bold typography to communicate the refreshing power of the drink. The visuals and animations were created using Kittl AI image and video tools, where I designed the main scenes, typography, and motion transitions. I then refined the final edit in CapCut for pacing, sound polish, and trimming. The voiceover was generated using ElevenLabs to give the ad a cinematic commercial tone. The goal was to create a short, scroll-stopping product ad that blends AI-generated visuals with strong motion design and storytelling. View-Only Project Link: Project Link (https://app.kittl.com/project/cmmq3pkc97y6r0i907wy0cor5)
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🎄✨ WishFlight: Winter Wishes I built WishFlight Winter Wishes, an interactive holiday app where users can create and release digital wishes into a snowy winter night. Each wish transforms into a glowing lantern that floats gently into the sky, joining others to form a magical festive atmosphere. Features include: Type your holiday wish and submit it Animated floating lantern with subtle light trails Soft snowfall & ambient glow Glassmorphism UI for inputs and buttons Santa Animation. 💻 Built with: Replit (https://replit.com/refer/nexdev07)Design Mode for development and interactive front-end. Suno (https://suno.com/invite/@nexdev07)For BG Music. lovart (https://www.lovart.ai/) for Visuals Experience the magic here → Winter Wishes (https://winter-wishes--nexdev07.replit.app/) #HolidayChallenge2025 #Replit #HolidayDesign
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🎁 GiftSpin — a cozy holiday web experience. The experience opens with an animated splash, then welcomes users with a dancing Santa, soft snowfall, and ambient Suno holiday vibes. Explore festive products — sneaker, cup, and skincare bottle — each paired with its own mood and sound. 🎥 Breakdown video attached, showing how Rive (https://rive.app/), Replit (https://replit.com/refer/nexdev07), Suno (https://suno.com/invite/@nexdev07), and Lovart (https://www.lovart.ai/home)were used together to bring the experience to life. Highlights: • Dancing Santa hero experience • Custom vibe-coded Christmas cursor • Animated snowfall & calm holiday ambience Built with: #Replit · #Suno · #Lovart · #Rive 🎄 Spin into the magic of Christmas. #HolidayChallenge2025 #Replit #Suno #Lovart #Rive #HolidayDesign #InteractiveExperience
2
166
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