Tag: Operating System (1)

The Context Layer: Why AI Transformation Stalls After Tool Adoption

May 29, 2026 • 13 min read

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AI , Engineering Leadership

Engineers gathered around a shared project room wall where code, architecture notes, and decision traces are organized into one coherent working surface.

Most engineering teams adopted AI tools and called it transformation. The artifacts say otherwise. What the next move actually looks like.

#AI Native Engineering #Context Layer #Engineering Practice #RAG #Agents #Operating System #AI Transformation