Guides

Curated starting points for the topics we cover in depth. Each guide introduces the territory and collects every article we have published on it.

EU AI Act & Compliance for Engineers

EU AI Act compliance for engineering teams: risk classification, Article 50 transparency, GPAI rules, Swedish enforcement, and Azure deployment practice.

AI Agents in Production

AI agents in production: how enterprise teams build, secure and run them, from framework choice and sandboxing to identity, cost control and evaluation.

Model Context Protocol (MCP)

Model Context Protocol (MCP) explained for enterprise teams: the spec's evolution, stateless architecture, deploying MCP servers on Azure, and auth hardening.

LLM Costs & Pricing

What LLMs really cost to run: model pricing, prompt caching, PTUs vs pay-as-you-go and token economics for EU enterprise teams building on Azure and beyond.

Azure AI Platform

Azure AI platform guide for EU enterprises: Azure OpenAI and Microsoft Foundry deployment patterns, model choice, RAG, agent identity, cost and data residency.