i am about to incorporate my first business, https://querypanel.io. I vibe coded it, but i reviewed every line of code. I created the architecture on my own so i would say it was spec driven.
I have 15+ years of experience in engineering and i think AI is a good thing if you consider your self as an engineer. It speeds things up. Specially opus 4.5 or gemini 3 pro.
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