This is what I do. I made it up. I don't know. It works!~

So Im not going to go into a lot of detail here but I have a simple recipe for Vibe Coding ( by which I mean using AI to write code that the user either implement as a tool or and a code plug and play operator, or by more autonomous operations such as integrated into an IDE like VS Code, or even more integrated like Lovable, Replit, Factory.ai, VibeBuilderStudio, base44, etc. Which assemble code as a factory with almost no visibility to the actual code unless you go looking for it. I have tried them all and have gravitated towards VS code and Claude Code with a helping of ollama-agents to automate and orchestrate builds with great sophistication and precision. Ive developed a system where I can have the AI (Claude Code) learn from every mistake it makes and over time has become quite masterful with little to no errors, but rarely.