Blog

Notes from the team.

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

Latest

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.

·

Max Körbächer

Gemini Generated Image 152pr0152pr0152p

·

Dominik Heilbock

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

DSC05275

·

Max Körbächer

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

Bildschirmfoto 2026 07 29 um 14 26 02

·

Jakob N.

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

Thumbnail streaming tokens in bottleneck

·

Lino Deppe

Comparing vLLM deployment strategies for production: standalone, KServe and BentoML, with canary rollouts and where each fits in LLMOps.