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Notes from the team.

What we are learning while building sovereign platforms, written by the engineers doing the work, not a content team.

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Run AI agent-generated code in isolated Kata Containers microVMs on Amazon EKS, with Agent Sandbox for lifecycle and a NetworkPolicy blocking all egress.

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Jannis Schoormann

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Max Körbächer

A follow-up to our article at the AAIF Blog Designing RequestState for Multi-Round Trip Requests. All code in this post is from the companion repository `openbao-mcp-requeststate` and runs against a real OpenBao and the official MCP Python SDK.

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Dominik Heilbock

Kubernetes offers namespaces or dedicated clusters per tenant. We look at the isolation patterns that sit between those two extremes.

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Max Körbächer

Four days at the SAP Innovation Center in Potsdam, hacking on sovereign inference and AI engineering with the ApeiroRA and NeoNephos projects.

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Jakob N.

An internship project: building a local AI chatbot that runs entirely on your own machine, and learning what really happens behind ChatGPT.