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Insights, thoughts, and experiences from my journey in tech and product management.
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The Agile Manifesto Isn't a Process, it's a Description of System Characteristics
The Agile Manifesto isn't a methodology or process, it describes the system characteristics that enable true agility. Learn why agility is a system property, not a set of rituals.

Adaptability vs Predictability: Building an Organizational System for the Future
Discover how to design an organizational system that incentivizes adaptability and outcomes, resulting in increased predictability even in uncertain environments.

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.

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.

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.

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.