Hi, I’m Chris. I’m a product leader for trading and real-time data infrastructure. I’ve spent 15+ years building and selling infrastructure software in financial markets, most recently leading product marketing at Materialize, a streaming database.

tycoworks is where I write about what I’m working on and thinking about. A few areas I keep coming back to:

  • Real-time infrastructure. Streaming platforms, operational databases, and the systems that power financial markets.

  • AI with guarantees. Making AI output exact, reproducible, and checkable.

  • AI-native development. Spec-driven development, multi-agent systems, and how LLMs are changing how we build software.

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Exploring real-time infrastructure, AI with guarantees, and AI-native development.

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