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That's the smarter way to approach this. I'm sure because I don't know what's under hood I'll be chasing code hallucinations in my vibe coding adventure.

Yep. That was my nightmare scenario. I would likely use some degree of vibe coding for very specific things. AI gives you what you prompt, so I want to have a good handle on what I'm asking it to create for me.