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Private AI Systems: Why Smart Developers Build for Themselves First
The rise of Private AI Systems has created a rush of developers trying to bolt AI onto everything they touch. But the developers who are actually creating long-term value are approaching AI differently. They are not starting with hype. They are starting with friction.
In this interview, Matt Levenhagen shares a practical perspective on AI adoption that cuts through most of the noise surrounding modern tooling. Instead of trying to launch the next AI startup immediately, he focused on solving operational problems inside his own business first. That shift in mindset changes everything.
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