News, experience and lessons learned

Data sovereignty in the cloud: control beyond server location
Microsoft Sovereign Cloud brings data control and operational continuity into focus. We examine data location, access authority, keys and service dependencies.

Python 3.15 on Windows Arm: opportunities and a migration checklist
Native Python on Windows Arm is maturing, but application compatibility extends beyond the interpreter. Explore dependency checks, testing and staged migration.

What is MXC? A new security boundary for AI agents
Microsoft has introduced MXC to constrain AI agents’ access. We examine its execution model, organizational uses and a practical approach to evaluation.

The new Mac mini and Mac Studio: choose for the workload
Apple’s new desktops reopen the discussion about local computing power. We examine workload needs, memory, storage and the criteria behind a professional choice.

GPUDirect Storage: GPU performance depends on the data path
NVIDIA’s gds-diag makes the storage-to-GPU path easier to examine. We explore data bottlenecks, prerequisites and a practical approach to performance evaluation.