DutchBud: from Laravel API to Go, OTAP CI, and ACC regression gates
How we stood up the DutchBud Android app — measured API migration to Go, GitLab OTAP deploys, and production-shaped regression testing on Acceptatie.
Europe, energy, and AI: GLM 5.2 on Ascend vs Grok on NVIDIA
Published June 2026 · Infrastructure notes from 3DN This is not a political manifesto and it is not written to shock anyone. It is a note about electricity — the kind of boring constraint that decides whether an AI strategy … Continued
Digital sovereignty: scheduled GLM 5.2 on your own GPU metal
Four RTX 3090s, 256 GB RAM, and GLM 5.2 running scheduled server-admin jobs — inference and operations that stay on premises.