AI Agent Architecture for Underserved Populations — Lessons from Building Aurenk
What happens when a solo founder with 24 brands builds a 19-agent AI operating system to replace a team she couldn't afford to hire? Everything changes.
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Writing on AI, product, and systems thinking.
Why Product Managers Need to Think Like Founders When Evaluating AI
Most PMs evaluate AI like enterprise software. That's the wrong lens. Here's what changes when you think like a founder instead.
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