Building for AI ( not with AI )

I need to validate an idea. Let me know in the comments, please. It's been 2 years since I started doing AI development, but there is one thing that was lacking when AI hype started, and it's still lacking now. Its decision-making, context awareness, and context longevity. You may have already heard that Claude made a C compiler, Cloudflare made their own Next.js app, etc., but it's only possible when the person behind it was giving very clear instructions. I saw multiple founders being stuck in a loop, where they have a good idea, but not technical, try to build using Google AI Studio or Replit, lovable, etc., but it's a sinkhole for them. They start well, but are never able to finalize it. They always need a developer who can do the final refinement or solve the issues that AI made for them. The first problem I am talking about is that AI can start things in a good way, but as you start building a product with vibe coding, then AI falls back, because it lacks the long-term context aw