9d • General discussion
WELCOME TO VIBE KODED ACADEMY
I don't write code. I talk to AI and things get built.
I know how that sounds. Trust me, I thought the same thing six months ago when I was fumbling through ChatGPT trying to figure out why it kept generating broken Python scripts that wouldn't run. Six months later, I've built trading bots executing real trades on Solana, autonomous AI assistants that operate without my input, automation systems I have no traditional business being able to create, and a local AGI project that's teaching me more about system architecture than any bootcamp could.
The difference isn't that I learned to code. It's that I learned to orchestrate AI like conducting an orchestra. Claude handles architecture and complex reasoning. ChatGPT iterates rapidly and debugs edge cases. Grok validates logic and finds holes in my thinking. Each AI has strengths and blind spots. You learn to conduct them as an ensemble, not use them as isolated tools.
Here's what that actually looks like at scale: I'm top 1% of ChatGPT users worldwide with over 17,000 messages sent in 2025. In November alone, I processed 251 million tokens through Claude's API. That's not conversation volume - that's feeding entire codebases between AI systems, maintaining context across thousands of iterations, orchestrating complex builds where I'm manually carrying complete system state from ChatGPT to Claude to Grok and back. Most people teaching AI have never hit a single API rate limit. I hit over 100 in one day because I was iterating faster than Anthropic's infrastructure could keep up.
I'm not sharing those numbers to flex. I'm sharing them because they represent something specific: pattern recognition developed through volume that most people will never accumulate. When you've debugged the same category of error across fifty different projects in five different AI systems, you start seeing the underlying patterns. You develop intuition for what will work before you try it, for what's going to break before it fails, for how different AI models think about the same problem differently.
This isn't a developer teaching you to use AI tools. This is a non-technical orchestrator showing you how to think in systems so AI can implement what you're imagining. There's a massive difference.
WHAT THIS PLACE IS
This isn't a course community. I'm not selling you polished modules with production-value videos and graduation certificates. I'm building in public and documenting what actually works versus what sounds good in theory but breaks in practice.
You'll see live builds where I create systems in real-time. Sometimes I'll architect something beautiful and it'll work on the first major iteration. Sometimes I'll spend three hours debugging why a trading bot's profit calculations are inverted and have to tear apart the entire bonding curve mathematics to find the error. That's the actual process - not the highlight reel, not the curated success montage. You learn more watching someone debug a catastrophic failure than you do watching a perfect demo.
Free members get access to everything I create - all builds, all recordings, all discussions, all the resources and prompts and workflows I've discovered through trial and error. I'm not hiding information behind paywalls. The free tier is genuinely valuable because you can watch, learn, try things yourself, ask questions in the general channels, and build alongside everyone else.
The paid tier is for people who need personalized attention for their specific use cases. If you're trying to build a custom system for your business and you need me to help you architect it, debug it when it breaks, and iterate with you until it works - that's the paid tier. It's not "more information," it's direct access to pattern recognition applied to your specific problem. Most people won't need it, but when you do need it, it's invaluable.
WHAT I EXPECT FROM YOU
Show your work. If you try something and it breaks, post what happened. If you build something that works, share it. The value in this community comes from collective pattern recognition. When ten people hit the same error across different projects, we can identify the underlying issue faster than any individual could alone. Your failures are data. Your wins are proof. Both matter.
No guru worship, no mindless hype. I'm not here to be elevated on a pedestal. I'm here to build alongside people who are serious about creating real value using AI orchestration. If something I teach doesn't work for your situation, say so. If you find a better approach than what I showed, share it. This works when everyone contributes their actual experience honestly, not when people are afraid to question or challenge what I'm doing.
Be willing to try things before asking for help. I will spend hours debugging problems and answering questions for people who've actually attempted implementation and hit a specific blocker. I won't hand-hold people who want me to do their thinking for them or who ask questions they could answer by trying the thing for ten minutes. The goal is teaching you to think architecturally so you can orchestrate AI yourself, not becoming your personal implementation service.
Celebrate progress, acknowledge setbacks, keep building. This is hard. Orchestrating AI to build complex systems without writing code yourself requires a different kind of thinking than most people are used to. You're going to hit walls. You're going to build something that seems brilliant and then discover it doesn't work the way you thought. That's part of the process. What separates people who succeed with this from people who don't isn't talent or background - it's persistence through the frustrating parts.
WHO I AM
"Sovereign Prime" - AI Orchestrator, non-coder building real systems. I work part-time at a paper mill while developing AI projects that most people would assume require a computer science degree to create. I have zero formal training, zero bootcamp certifications, just relentless curiosity and thousands of hours logged watching AI fail, finding patterns in what breaks, and learning to conduct multiple AI systems toward coherent outcomes.
I've built trading bots that execute real trades on Solana's pump.fun markets, autonomous Discord bots running governance and token economies, autonomous Twitter accounts with custom personas that post and interact independently, and a local system I playfully call "AGI" (it's not actually AGI, but it does some legitimately cool self-learning and autonomous decision-making that would've seemed impossible to me a year ago). These aren't tutorial projects or proof-of-concepts gathering dust - these are systems I've actually deployed, debugged through catastrophic failures, and rebuilt when my initial architecture turned out to be fundamentally wrong.
I came up through crypto trading and NFT markets before pivoting fully into AI development. I spent years managing complex multi-persona operations across dozens of browser profiles and wallets, tracking blockchain forensics and money laundering patterns. That background taught me systems thinking and pattern recognition that translates directly to AI orchestration - seeing how components interact, identifying what needs to connect to what, maintaining coherent state across multiple parallel processes.
I'm probably on some spectrum. I think in systems and patterns rather than linear step-by-step instructions. That's actually an advantage for this kind of work because AI orchestration is fundamentally about seeing architectural patterns and knowing which AI to route which component through for optimal results. If you're also pattern-brained, you're going to excel at this. If you're not, I'll teach you how to develop that way of seeing systems.
WHERE WE'RE GOING
Right now this community is small and focused. As we grow, the free tier will remain genuinely valuable - I'm not planning to gut it and move everything behind paywalls once we hit some member count. The paid tier will get more structured as I identify patterns in what people need most, but the structure will emerge from real demand, not from me pre-planning a curriculum in a vacuum.
I'm building the teaching material in real-time based on what you're all trying to create and where you're getting stuck. That means early members get to shape what this becomes. Your questions determine what I build next. Your challenges determine what gets documented. Your wins determine what gets shared as case studies.
If you're here from Men of War, you already know I'm legitimate because you've seen me solve real problems for brothers or you've heard about my projects from people you trust. If you're here from Twitter or somewhere else, stick around for a couple of builds and you'll know quickly whether this resonates with you or not. I'm not trying to convince anyone. I'm showing what's possible when you learn to conduct AI instead of fighting with it.
YOUR FIRST STEPS
Introduce yourself in the Introductions channel. Tell us what you're trying to build and what's currently stopping you from building it. Not vague aspirations - specific systems or automations you want to create and concrete blockers you're facing. That gives everyone context on what you're working toward and lets people with similar challenges connect.
Check the Live Builds calendar to see when the next session is happening. Show up if you can, watch the recording if you can't. The first few builds will set the pattern for how this works - real problems, real iteration, real debugging when things break.
If you have questions about how the community works or what the paid tier includes, drop them in Community Questions. I'll answer directly and honestly about what makes sense for your situation.
One more thing: If you build something using what you learn here - even if it's small, even if it breaks, even if it's not what you originally intended - share it. Your experimentation is valuable data for everyone else. This community gets better when everyone contributes what they're discovering, not just when they consume what I'm teaching.
Let's build something real.
— Sovereign Prime — p.s you don't have to call me that 🤣
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WELCOME TO VIBE KODED ACADEMY
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Where non-coders learn to orchestrate Ai into real systems. Trading bots, Automations, apps. Learn to make Ai build what your thinking. No Guru BS.
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