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Skates: Self-improving software is arriving much sooner than 10 years out

Spencer Skates · How Amplitude Went From Skeptics to “All In” on AI · Y Combinator · Dec 3, 2025 · at 8:07

Spencer Skates, CEO of Amplitude, discusses his evolving perspective on AI's impact on software development and product analytics.

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“We've always had this vision at amplitude of a self-improving product where you have a product that dynamically responds to your user feedback. So it knows what features you like. It knows when you're getting frustrated and stuck. It knows how to change things based on your input as a user. And I had always thought this vision was like, you know, 10 years out if, you know, if even that close. And one of the things that's becoming clear, it was actually a lot closer. That, that moment was actually probably a lot closer than we had realized because of what we saw happening on the coding side with AI.”

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