AI Leader. Technologist. Advisor.
I build and lead AI-driven organizations at the intersection of technology and business strategy. With experience spanning machine learning infrastructure, product development, and executive leadership, I help companies turn AI from a buzzword into a competitive advantage.
Recent posts
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2026-02-16
VSCode Was Built for the Agentic Age Before It Existed
The architectural decisions Microsoft made in VSCode between 2016 and 2022 accidentally created the perfect foundation for AI agents. Here's why those decisions mattered more than anyone predicted.
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2026-02-05
OpenClaw and the Shift from Chat to Delegation
I installed OpenClaw expecting a weekend experiment. What I found was something closer to delegated execution, and a clear lesson in why trust boundaries matter when your AI agent has shell access.
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2026-01-15
From AI Pilot to Operating Model
88% of AI pilots never reach production. The ones that do share a pattern: they rebuild workflows from scratch instead of automating the old ones, and they treat the cultural shift as the actual work.