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.