Froredion

AI has been improving drastically, but long-horizon coding is still a big challenge in 2026. there's a huge amount of training data for coding tasks, but much less for long-horizon work. a normal engineering loop won't cut it. we need to remove noise at each heavy stage so AI can focus on the kind of coding it's heavily trained to do. check out orchestra engine: github.com/Froredion/orchest…

Want to build a full Roblox tapping simulator, without writing a single line of code? In this demo, Superbullet generates a complete game loop: 🖱 Tap → earn clicks (main currency) 📈 Upgrade shop with exponential scaling costs + multipliers 🧪 Potion store (temporary boosts like 2x clicks for 10 mins) 🎁 Daily login rewards with streak tracking 🔁 Rebirth system that resets progress but permanently boosts earnings All systems are connected, balanced, and fully working instantly. No scripting. No setup. Just describe → build. 🚀 Try it yourself: superbullet.ai/ #RobloxDev

1,000+ angry Zombie NPCs optimized, sliding and movement mechanics, gun system. Your 60 second time using Superbullet AI. In this video, we use Superbullet to do all the heavy lifting and instantly generate a fully functional game! Watch the video as it builds a working gun system, aggressive zombie NPCs that actually track you, an incredibly smooth sprint and slide mechanic, and an entire city map from scratch. #RobloxDev

Want to build a massive Roblox MMORPG game without starting from scratch? superbullet.ai/ In this video, we use Superbullet's massive Game Templates feature to install a SuperbulletAI-generated Combat Game template. Watch as Superbullet instantly inject a fully loaded game! This template comes straight out of the box with a working NPC quest system, aggressive enemy AI, and a quest system with combat system! #RobloxDev

I built a perfect parry system in Roblox Studio in less than 60 seconds using AI. 🤯⚔️ Instead of spending hours scripting combat mechanics, I used an AI game creator called Superbullet. I just typed "add a parry system," and it injected a complete framework - including posture, directional blocking, and perfect parry stuns - straight into my game. What insane mechanic should I have the AI build next? Let me know in the comments! 👇 🔗 Try Superbullet here: superbullet.ai/ #Roblox #RobloxDev

Advanced Movement System inspired by RIVALS, Apex Legends, and more - now added to Superbullet. You can now add a high-quality movement system for just $0.02. Consists of: - Sliding w/ animation and sounds - Sprinting w/ animation That’s a huge contrast to other AI tools, where generating something at this level can easily cost $20-$100 in inference alone. Time to democratize Roblox game creation. 😎 (PS: Superbullet has been out for 7 months now and have consistently been building towards 1-prompt-full-game, make sure to follow to watch us build, we'll be posting daily starting now and showcasing our product) #RobloxDev

Advanced Movement System inspired by RIVALS, Apex Legends, and more - now added to Superbullet. You can now add a high-quality movement system for just $0.02. Consists of: - Sliding w/ animation and sounds - Sprinting w/ animation That’s a huge contrast to other AI tools, where generating something at this level can easily cost $20-$100 in inference alone. Time to democratize Roblox game creation. 😎 (PS: Superbullet has been out for 7 months now and have consistently been building towards 1-prompt-full-game, make sure to follow to watch us build, we'll be posting daily starting now and showcasing our product) #RobloxDev

throwback

Superbullet is a @Roblox AI game creation platform. want to use your Claude Subscription or ChatGPT subscription to make roblox games alongside Superbullet? Many of these viral “Roblox AI game creator” tools push users into their web apps, where you end up paying $20/month without actually shipping anything. Superbullet is a true professional-grade, premium platform built for serious Roblox game creation. Who we are: - Venture-funded Hybrid AI Game Creation Platform and Roblox Game Studio - We don’t just build tools - we design, develop, and ship our own Roblox games - Proven capability to scale high-CCU Roblox experiences (10,000–100,000+ CCUs) - Platform live for 6 months - not a demo, unlike these products on X that will never release. - 25,000+ trusted registered users - Generating ~$12K/month in revenue What’s coming: - 10,000+ AI-ready libraries or package dependencies at rollout - Long-term expansion toward 500,000+ creator-contributed libraries or package dependencies consisting of 3D assets, animations, VFXs, SFXs, etc. - Contributions driven by top Roblox creators and developers - A compounding ecosystem of reusable, production-grade systems Long-term vision: - Become the definitive AI research lab for Roblox game creation - Train proprietary AI models on: - Our own successful Roblox games - A massive structured dataset of libraries - Create a powerful feedback loop between live games, creators, and AI #Roblox #RobloxDev

Superbullet is a @Roblox AI game creation platform. Want to use your Claude Subscription to make roblox games alongside Superbullet? Fully synced? Superbullet is a professional-grade, premium AI platform built for serious Roblox AI game creation. Who we are: - Venture-funded Hybrid AI Game Creation Platform and Roblox Game Studio - We don’t just build tools - we design, develop, and ship our own Roblox games - Proven capability to scale high-CCU Roblox experiences (10,000–100,000+ CCUs) - Platform live for 6 months - not just a demo, not like the "viral" demo video you see on Twitter that will never get released. - 25,000+ trusted registered Roblox game creators - Generating ~$12K/month in revenue What’s coming: - 10,000+ AI-ready libraries at rollout - Long-term expansion toward 500,000+ creator-contributed libraries - Contributions driven by top Roblox creators and developers - A compounding ecosystem of reusable, production-grade systems - Seed round millions of dollars Long-term vision: - Become the definitive AI research lab for Roblox game creation - Train proprietary AI models on: - Our own successful Roblox games - A massive structured dataset of our own Roblox libraries/package dependencies - Create a powerful feedback loop between live games, creators, and AI Join us in our mission: superbullet.ai/ #RobloxDev #Roblox

Seeing our playbook get copied is honestly validating. Means we’re building something real. That said - Superbullet already has these features, is ~6 months ahead, and we’re shipping all our core infrastructure next week. superbullet.ai/demo Let’s go toe-to-toe. 🚀 (product video coming soon..)

𝐀𝐑𝐄 𝐏𝐑𝐎𝐌𝐏𝐓 𝐄𝐍𝐆𝐈𝐍𝐄𝐄𝐑𝐒 𝐓𝐇𝐄 𝐍𝐄𝐖 𝐑𝐎𝐁𝐋𝐎𝐗 𝐒𝐂𝐑𝐈𝐏𝐓𝐄𝐑𝐒? (pt. 5) SuperbulletAI’s growth is getting unreal. We just crossed 𝐬𝐮𝐫𝐩𝐚𝐬𝐬𝐞𝐝 $𝟐𝟏𝐊+ 𝐢𝐧 𝐫𝐞𝐯𝐞𝐧𝐮𝐞, and next week we begin deploying our 𝐟𝐮𝐥𝐥 $𝟑𝟎𝟎𝐊 𝐟𝐮𝐧𝐝. Once that hits, we’re expecting 𝐞𝐱𝐩𝐥𝐨𝐬𝐢𝐯𝐞 𝟑𝐱 𝐠𝐫𝐨𝐰𝐭𝐡 in monthly revenue as we scale content, systems, and infra at a speed no Roblox AI tool has ever done. Roblox devs don’t just want AI to help them build games. They now 𝐫𝐞𝐥𝐲 𝐨𝐧 𝐢𝐭, even if they pretend to boycott it publicly. Today’s demo proves why. 𝐅𝐫𝐨𝐦 𝐚 𝐛𝐥𝐚𝐧𝐤 𝐛𝐚𝐬𝐞𝐩𝐥𝐚𝐭𝐞 → 𝐚 𝐜𝐡𝐚𝐫𝐠𝐞-𝐮𝐩 𝐅𝐈𝐑𝐄 𝐁𝐔𝐑𝐒𝐓 𝐬𝐤𝐢𝐥𝐥 …with a single prompt. All I typed was: “add a fire burst skill.” SuperbulletAI instantly searched the Marketplace… found a Fire Burst library… installed the entire Skill System behind it… uploaded animations and SFX to Roblox automatically… set up dependencies… fixed missing systems… generated charging and bursting FX… configured damage and cooldowns… And a few minutes later: 🔥 A fully functional charge-up 𝐅𝐢𝐫𝐞 𝐁𝐮𝐫𝐬𝐭 skill was LIVE. Radial explosion. Scorch FX. Knockback. Damage handling. Casting animations. All from an empty project. This isn’t “AI helping.” 𝐓𝐡𝐢𝐬 𝐢𝐬 𝐀𝐈 𝐛𝐞𝐜𝐨𝐦𝐢𝐧𝐠 𝐭𝐡𝐞 𝐝𝐞𝐯. If AI can generate skills, FX, animations, frameworks, combat systems, NPC logic, and entire game loops… …then developers are no longer “scripting.” They’re 𝐝𝐢𝐫𝐞𝐜𝐭𝐢𝐧𝐠. 𝐓𝐡𝐞 𝐄𝐧𝐝𝐠𝐚𝐦𝐞 We’re racing toward a 𝟏𝟎,𝟎𝟎𝟎+ library Marketplace: battle-tested systems, utilities, skills, effects, NPC "brains", templates, and full gameplay loops. At that scale, one prompt = one entire game. And with our $300K fund going live next week, SuperbulletAI enters its next phase: massive scaling, rapid content expansion, and a push toward becoming the 𝐬𝐭𝐚𝐧𝐝𝐚𝐫𝐝 way Roblox games are built.

I’ve been noticing something strange lately. Cursor and Windsurf have amazing built-in codebase indexers. They basically make your entire repo feel “alive.” Context everywhere, semantic retrieval, the works. But a lot of devs who use Claude Code or Codex don’t have that. Those models are powerful, but they rely heavily on whatever context window you give them right now. With a large codebase, you'd be hitting context limit fast before Claude can understand your prompt. The solution for this is an RAG pipeline but there’s no persistent semantic memory of your codebase unless you build the whole indexing pipeline yourself. I've implemented this to SuperbulletAI before but it focuses only on Luau, and markdown files. Other files like JSON are indexed as-is. and then I built one few days ago when I integrated Claude Code into my pipeline. It handles pretty much every language I use: C++, Go, Java, Python, TS/JS, C#, Rust, Scala, Lua, Luau, and even Markdown. I wrote AST splitters for each language, plus a markdown splitter that actually prioritizes semantic density instead of normal chopping. Everything goes through a SOTA embedding model. My workflow immediately got 10x better! Zilliz can work but it's only limited to 5 codebase only, plus OpenAI embedding model is not enough if you want a powerful codebase indexer. You don't need to re-explain files paths to the model, no more “scrolling through the repo” moments, just instant semantic access to everything. What I could try to build now is a 1-step setup: drop in your API keys and register as an MCP tool → your entire codebase becomes searchable, like Cursor/Windsurf, but for any AI you want to use where you need a codebase indexer. It uses cuVS for GPU-accelerated vector search already, and most devs don’t want to spin up a full retrieval stack just to get semantic access to their own code. They want something that “just works” locally. Security-wise, it’s the same surface area as Cursor, GitHub CoPilot or Windsurf: the indexer does store your source code, but only as small, encrypted chunks instead of full files, which is exactly how these big tools company do it. Each chunk is isolated per user, useless on its own, and never publicly exposed. With 9+ years of network engineering, I’m overly paranoid about this layer, so everything is locked down with strict access controls and encrypted transport. Curious if other devs would actually use something like this. A universal, language-agnostic codebase indexer plug-and-play? If enough people are into it, I’ll polish it and release it as a platform!

𝐀𝐑𝐄 𝐏𝐑𝐎𝐌𝐏𝐓 𝐄𝐍𝐆𝐈𝐍𝐄𝐄𝐑𝐒 𝐓𝐇𝐄 𝐍𝐄𝐖 𝐑𝐎𝐁𝐋𝐎𝐗 𝐒𝐂𝐑𝐈𝐏𝐓𝐄𝐑𝐒? (pt. 4) Growing users of SuperbulletAI is crazy. We’re 2 days close to hitting $20K in revenue — a small milestone, but one that proves something big: Roblox devs actually WANT AI to build games for them. (even if they try to hide it and boycotts them) Today’s video might be our craziest demo yet. 𝐅𝐫𝐨𝐦 𝐚 𝐛𝐥𝐚𝐧𝐤 𝐛𝐚𝐬𝐞𝐩𝐥𝐚𝐭𝐞 → 𝐚 𝐜𝐡𝐚𝐫𝐠𝐞-𝐮𝐩 𝐅𝐈𝐑𝐄𝐁𝐀𝐋𝐋 𝐬𝐲𝐬𝐭𝐞𝐦 …with a single prompt. All I typed was: “let’s add a fireball skill.” SuperbulletAI instantly searched the Superbullet Marketplace, grabbed a Fireball template, installed the entire Skill System framework behind it, uploaded animations + SFX to Roblox automatically, configured dependencies, fixed missing systems… and after few minutes: 🔥 A fully functional charge-up Fireball skill was LIVE. With debris effects, damage handlers, casting animations — everything. All from an empty project. 𝐓𝐡𝐢𝐬 𝐢𝐬𝐧’𝐭 “𝐀𝐈 𝐡𝐞𝐥𝐩𝐢𝐧𝐠” 𝐝𝐞𝐯𝐬. 𝐓𝐡𝐢𝐬 𝐢𝐬 𝐀𝐈 𝐛𝐞𝐜𝐨𝐦𝐢𝐧𝐠 𝐭𝐡𝐞 𝐝𝐞𝐯. If AI can generate skills, systems, FX, animations, damage frameworks, and full game loops… …what happens when developers stop “scripting” and start directing? That’s the future we’re building. 𝐓𝐡𝐞 𝐄𝐧𝐝𝐠𝐚𝐦𝐞 Sooner or later, the Superbullet Marketplace will hit 10,000+ reusable libraries — battle-tested systems, effects, skills, utilities, full game loops, NPC brains, design templates… At that scale, SuperbulletAI becomes the standard way to create full Roblox games. One prompt → one entire game. We’re getting closer every week. 🎥 Watch the full breakdown here: youtube.com/watch?v=i39FVtZ0…

𝐀𝐑𝐄 𝐏𝐑𝐎𝐌𝐏𝐓 𝐄𝐍𝐆𝐈𝐍𝐄𝐄𝐑𝐒 𝐓𝐇𝐄 𝐍𝐄𝐖 𝐑𝐎𝐁𝐋𝐎𝐗 𝐒𝐂𝐑𝐈𝐏𝐓𝐄𝐑𝐒? (pt. 3) Growing users of SuperbulletAI is crazy. We’re 2 days close to hitting $20K in revenue — a small milestone, but one that proves something big: Roblox devs actually WANT AI to build games for them. (even if they try to hide it and boycotts them) Today’s video might be our craziest demo yet. 𝐅𝐫𝐨𝐦 𝐚 𝐛𝐥𝐚𝐧𝐤 𝐛𝐚𝐬𝐞𝐩𝐥𝐚𝐭𝐞 → 𝐚 𝐜𝐡𝐚𝐫𝐠𝐞-𝐮𝐩 𝐅𝐈𝐑𝐄𝐁𝐀𝐋𝐋 𝐬𝐲𝐬𝐭𝐞𝐦 …with a single prompt. 🎥 Watch the full breakdown here: youtube.com/watch?v=i39FVtZ0… All I typed was: “let’s add a fireball skill.” SuperbulletAI instantly searched the Superbullet Marketplace, grabbed a Fireball template, installed the entire Skill System framework behind it, uploaded animations + SFX to Roblox automatically, configured dependencies, fixed missing systems… and after few minutes: 🔥 A fully functional charge-up Fireball skill was LIVE. With debris effects, damage handlers, casting animations — everything. All from an empty project. 𝐓𝐡𝐢𝐬 𝐢𝐬𝐧’𝐭 “𝐀𝐈 𝐡𝐞𝐥𝐩𝐢𝐧𝐠” 𝐝𝐞𝐯𝐬. 𝐓𝐡𝐢𝐬 𝐢𝐬 𝐀𝐈 𝐛𝐞𝐜𝐨𝐦𝐢𝐧𝐠 𝐭𝐡𝐞 𝐝𝐞𝐯. If AI can generate skills, systems, FX, animations, damage frameworks, and full game loops… …what happens when developers stop “scripting” and start directing? That’s the future we’re building. 𝐓𝐡𝐞 𝐄𝐧𝐝𝐠𝐚𝐦𝐞 Sooner or later, the Superbullet Marketplace will hit 10,000+ reusable libraries — battle-tested systems, effects, skills, utilities, full game loops, NPC brains, design templates… At that scale, SuperbulletAI becomes the standard way to create full Roblox games. One prompt → one entire game. We’re getting closer every week.

I built whisphex.com because I learn fast, and long videos don’t. As a game designer + programmer, I constantly watch hours of talks just to extract the one idea I need today. Paying $15–$25/month for something this simple didn’t make sense, so I built WhispHex — free daily usage, and usage-based billing. Today’s upgrade: 🔥 Auto-scaling FFmpeg worker cluster (up to 50 machines) → No bottlenecks → 99%+ success rate → Long videos (10+ hours)? Multi-hour files? Batch uploads? All handled in parallel. But the part people care about most: 𝗪𝗵𝗶𝘀𝗽𝗛𝗲𝘅 𝗹𝗲𝘁𝘀 𝘆𝗼𝘂 𝗹𝗲𝗮𝗿𝗻 𝗮𝗻𝘆 𝘃𝗶𝗱𝗲𝗼 𝗶𝗻 𝗺𝗶𝗻𝘂𝘁𝗲𝘀. I recently fed it a talk from Sam Altman. Instead of watching the entire thing, I got a clean, structured breakdown like: - Core principle of successful startups - How to think about product clarity - Why growth markets beat static TAM - How breakout companies actually spread - Actionable patterns you can apply immediately And yes — the breakdown includes the structured summary document that I use myself. If you’re like me — someone who wants to build fast, learn fast, and avoid wasting time — this becomes a superpower. Want the full structured document (the one shown here)? 👉 Comment “WHISPHEX” and I’ll send it to you. Do not forget to send a DM on LinkedIn as well so I can really send it to you, you can DM me for free as I have Premium ;P Good luck with your startup! Try WhispHex here → whisphex.com