When I look at what Google is addressing with its knowledge approach, and what AWS is now adding with Context Intelligence and Continuum, one thing is clear to me: what’s emerging here isn’t just a handful of new features. The focus of entire agent architectures is shifting. It moves away from the question of how…

Open Knowledge Format promises open, linked knowledge for LLMs and agents. That makes sense – but it only solves part of the problem. In this article, I explain why OKF and Ogham are not opposites, but address two different layers of knowledge – and why good knowledge artifacts alone do not yet create an agent-ready…

Discipline does not emerge by convincing the agent – it emerges by removing the choice In my last article, I wrote about the memory problem in AI agents. Why they forget. Why that is not a bug, but architecture. And why a central experience store is the right direction. The most common reaction to that…