I'd argue that if you have no experience running a business, web-based experiments are probably the best bang for your buck in terms of learning the basics with minimal risk.

If anything, though, I'm looking at a much wider definition of "startup" than just the technology kind... so I definitely don't think the "tech stack" is somehow more important...