This blog is where I think out loud about how AI is changing the way we build software. Most posts circle around context engineering, spec-driven development, and the practical reality of running AI agents at scale. Some are technical, some are opinion, all come from daily experience rather than theory.
About me#
I’m Roland Huß, Distinguished Engineer at Red Hat, working on Agent Ops within Red Hat AI. My current focus is integrating agentic workflows into OpenShift and figuring out what changes (and what breaks) when you let AI agents run unsupervised in production pipelines.
Before the AI shift, I spent over 25 years building developer tooling, cloud-native infrastructure, and open source projects. I created Jolokia (a JMX-HTTP bridge that’s been running in production since 2009), contributed to Knative, and architected OpenShift Serverless. I co-authored two O’Reilly books: Kubernetes Patterns and Generative AI on Kubernetes.
I’m curious about what’s coming but also honest about the parts that worry me. AI is reshaping how knowledge workers operate, and the transition has costs that nobody talks about enough. This blog tries to name some of them.
I live and work in Franconia, Germany. I still grow chili peppers.
For the full professional story, find me on LinkedIn or GitHub.
Contact#
Roland Huß, [email protected]
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