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.

  1. 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.

    46 articlesUpdated October 14, 2026EU AI ActAI GovernanceComplianceNIS2Article 50

  2. 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.

    65 articlesUpdated October 11, 2026AI AgentsAgentic AIEnterprise AIMulti-Agent Systems

  3. 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.

    9 articlesUpdated October 7, 2026MCPModel Context Protocol

  4. 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.

    26 articlesUpdated October 8, 2026Cost OptimizationLLM PricingPrompt CachingTokens

  5. 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.

    78 articlesUpdated October 15, 2026Azure OpenAIAzure AI FoundryMicrosoft FoundryAzure AI SearchFoundry IQ

  6. Azure Infrastructure & DevOps

    Azure infrastructure and DevOps guide for EU teams: Bicep vs Terraform, Container Apps vs AKS, managed identity, CI/CD safety, and observability patterns.

    28 articlesUpdated October 12, 2026TerraformBicepIaCDevOpsCI/CD
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