AI Platform Engineering: How MLOps became platform engineering
February 6, 2026 • AI Platform
MLOps was built on a single load-bearing assumption: that you train the model. Foundation models broke it, and the discipline had to become something else.
AI Platform
3 articles in category "AI Platform"
AI Platform Engineering: Why AI Platforms are different from web platforms
February 3, 2026 • AI Platform
An AI platform is not just a web platform with a GPU attached. The core assumptions that drove web architecture for the last ten years are fundamentally broken when you introduce AI workloads.
AI Platform Engineering: The Platform Layer
February 1, 2026 • AI Platform
Every AI demo I've ever seen works perfectly. Every AI system I've ever built breaks in ways no demo ever warned me about.