About
Claus Nordborg
I spent 12+ years building high-scale payment systems, cloud platforms, and developer tooling. Systems where downtime is not an option and every architectural decision compounds.
At LEGO, that background met AI head-on. I started building with LLMs, designing agent architectures, implementing MCP servers, and solving the hard problems of context engineering — how to get the right information to the model, in the right format, at the right time.
That is what I do now. I work with engineering teams to design and build AI systems that survive contact with production. Not demos. Not prototypes. Systems that ship, scale, and stay reliable.
What I do
Training Engineers
Helping engineers use modern AI tools effectively — prompt/context engineering, practical workflows, and quality habits.
AI Agent Architecture
Designing autonomous agent systems with proper tool use, memory management, and context window optimization.
MCP Servers & Tool Integration
Building Model Context Protocol servers that give LLMs structured access to your systems and data.
Production AI Systems
Taking AI from prototype to production with proper error handling, observability, cost management, and reliability.
Platform & DevEx
Building the developer tooling, shared libraries, and infrastructure that make AI adoption frictionless for engineering teams.
Cloud Architecture
Event-driven and microservice architectures in Azure and Kubernetes, backed by 12+ years of production engineering.