This Framework Makes Vibe Coding Actually Work (Full 3-Hour Build)

Описание: I built my own TubeSpanner/vidIQ alternative using Claude Code in one session. No subscriptions. No limits. Just my channel data + AI.

This is a 3-hour build where I architect and ship a working MVP YouTube content engine from scratch using my ATLAS framework.

Grab all the files here:

https://drive.google.com/drive/folder...

[TIMESTAMPS]

0:00 Intro & What We're Building
1:47 Why Mistakes Are Actually Good (Philosophy)
9:51 VS Code Setup & Environment
16:09 GOTCHA Framework Deep Dive
39:02 ATLAS Build Framework Explained
56:07 ⏭️ Start of the Build
1:00:50 Planning Mode & MCP Integration
1:17:00 Testing & Debugging Phase 1
1:36:43 Voice Profile & ICP Setup
1:59:18 AI Script Generator Build
2:04:59 Prompt Engineering Tips
2:51:55 Frontend Polish & Design
3:20:03 Thumbnail Generator Feature
3:25:30 Wrap Up & Next Steps

What we cover:
• GOTCHA framework for agentic systems
• Building with Claude Code + MCP
• AI script generation with voice matching
• Prompt engineering
• Frontend polish with Dribble inspiration

[What to watch next]
How smart can Claude Get at n8n?    • How Smart Can We Make Claude Code at n8n?  
How to actually do an AI audit:    • How To ACTUALLY Do An AI Audit (52k/pm Con...  
Observability & Monitoring:    • Save Your Client's AI Workflow Before It B...  

[-- Work with me:]

🤝 Ready to transform your business? Let's talk: https://bit.ly/3TinLo5
🚀 Join the community → https://bit.ly/4okIaaa
💡 Add me on LinkedIn -   / mansel-scheffel  

[ABOUT ME]

If you're new here — I'm Mansel.

In 2010, I left South Africa with nothing but a laptop and a digital piano.

I taught myself IT, broke into cybersecurity in London, and built two consulting businesses - one in cyber, one in cloud - scaling solo to $52K+/month.

Today, I run atomicOps, an AI consultancy based in New York where we help mid-market companies turn AI chaos into scalable systems as a transformation partner.

I also help aspiring AI builders think like an architect, design agentic AI solutions, and sell them to businesses in my skool community.