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Ideas on product, AI, and building at scale
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The AI-Augmented Product Manager: How I Trained Product Managers Across the Entire Product Lifecycle
AI won't replace Product Managers. But PMs who know how to orchestrate AI will replace those who don't — a framework from training PMs across 0→1 and 1→N.
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How AI Is Reshaping the Software Development Lifecycle — And Empowering PMs to Build Before They Ship
AI is not eliminating development — it is shifting when and how we learn. The real transformation in SDLC is happening before engineering begins.
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