About Kai

Since 2007, I have been developing software for retailers, working across the stack from JNI-based driver implementations to distributed enterprise systems operating in on-premise production environments. My current work focuses on integrating AI tooling and MCP workflows into Java-based development pipelines, with a strong emphasis on resilience, observability, and production reliability.