
Who Builds, Who Specs, Who Decides? AI Is Rewriting the Answers
This session is for you if you're a product manager, designer, or engineer who's felt the friction of handoffs, spec cycles, and the gap between insight and something you can actually test. It's for you if you've wondered what happens to team structure when one person with AI tools can do what used to take a cross-functional squad. And it's for you if you're starting to notice that the old division of "who specs, who designs, who builds" doesn't quite hold anymore — and you want a practical look at what comes next.
This session is for you if you're a product manager, designer, or engineer who's felt the friction of handoffs, spec cycles, and the gap between insight and something you can actually test. It's for you if you've wondered what happens to team structure when one person with AI tools can do what used to take a cross-functional squad. And it's for you if you're starting to notice that the old division of "who specs, who designs, who builds" doesn't quite hold anymore — and you want a practical look at what comes next.

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