Writing
Train of Thoughts
Product strategy, AI systems, execution discipline — written when I have something worth saying.
Human-in-the-Loop Design for LLM-Powered Systems
AI automation without proper safeguards creates operational risk. Building reliable LLM systems requires intentional human oversight at critical decision points — here's how I approach it.
Discovery-to-Delivery: How I Think About Platform Ownership
Owning a product end-to-end means being accountable at every stage — from ambiguous problem statements to production rollout. Here's the mental framework I use to navigate complexity.
Why Product Management is Critical in Today's World
Product management bridges the gap between customer needs and business goals, driving innovation and ensuring successful product delivery. It's key to staying competitive and achieving long-term success.
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No noise. When I publish, you'll know. New articles on product, AI systems, and execution — roughly 2x per month.