Posts
All the articles I've posted.
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MCP Is the USB-C of AI Tools. Here's Why I'm Betting on It.
The Model Context Protocol standardizes how models reach tools and data, the way a connector standard kills a drawer full of adapters. The ecosystem is thin. I'm betting on the protocol anyway.
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Shipping ML to Twenty Teams: The Platform Bet That Paid Off
Two years of running a self-service ML platform across twenty-odd product teams. What the paved paths got right, what we built too early, and the only success metric that turned out to matter.
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Data Residency Is an Architecture Constraint, Not a Checkbox
A national regulator's residency and sovereignty rules redrew the topology of a payments system. Where data lives, what can leave, and where the keys sit are architecture decisions, not a config flag you toggle at the end.
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Agents Are Coming. Most Demos Are Lying.
A skeptical look at agent reliability in late 2024, where the impressive demos quietly fall apart in production, and the narrow places agents already pull their weight.