Insights & Ideas
Insights, thoughts, and experiences from my journey in tech and product management.
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Is SAFe Really Agile? A Systems Thinking View
SAFe positions itself as an agile framework for the enterprise, but its structure often reinforces the very waterfall mindsets it claims to replace. Here’s a critical look at SAFe through the lens of systems thinking, continuous delivery, and modern engineering practices.
May 10, 2025

Will AI Take My Job? A Realistic Look at the Future of Work
Explore whether AI will take over jobs, what roles are at risk, and how we can adapt to thrive in an AI-powered world.
September 30, 2024

AI and the Future of Customer Experience: Hyper-Personalization at Scale
Explore how AI is transforming customer experience (CX) by enabling hyper-personalization, making every interaction more tailored, relevant, and impactful.
September 2, 2024

What is AI? A Friendly Guide to Artificial Intelligence
Discover what AI is, how it works, and why it's transforming industries worldwide in this simple yet comprehensive guide.
August 5, 2024