KelWu.com

Product by Kel

Product by Kel

Product by Kel is where I share what I’ve learned (and what I’m still figuring out) about building great products — from early ideas to launch and growth.
I cover product strategy, AI tools, no-code experiments, and behind-the-scenes looks at how real products come to life.

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Level Up Your PM Career

​Stop managing features. Start designing systems. Build vs. buy for AI? Think master chef vs. culinary school. For 90% of AI MVPs in 2026, start with an API like OpenAI or Gemini. Test your idea fast without building an engine from scratch. AI Product Management isn’t just a title change, it's a mindset shift. A snippet from week 2's training. Discover how AI confidence thresholds work, from stop signs to financial transfers. Learn to define the cost of being wrong before setting your AI's decision-making limits. Essential for AI product development. PM is the connective tissue. User needs, business goals, tech—you're at the center. Comm is key. Fall in love with the problem, not just the AI. #ProductManagement #AIProduct #ProductMindset #TechLeadership #BusinessOutcomes #ProblemSolving A snippet from Intro to AI Product Management week 1. AI-assisted, AI-first, AI platforms. Which one are you building on? Understanding this helps set expectations & skills. #AIProductManagement #AIMarket #AIworkflows #ChatGPT #OpenAI #GoogleVertexAI #ProductStrategy Does your AI chatbot act the same on entire page? I’m getting to the bottom of the Cybersecurity hype. 🛡️ Is AI Product Management actually different, or is it just a new buzzword?
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