Martin Rylko
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Martin Rylko

Senior Cloud Architect & DevOps Engineer. Specializing in Microsoft Azure, IaC, Cloud Security and AI.

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#architecture

2 articles on this topic

7/30/2026

MCP Went Stateless: What the 2026-07-28 Rewrite Breaks, and How to Migrate

The largest MCP revision since the protocol began removes sessions, the handshake, and SSE resumability. For hosting that is good news — a remote MCP server is now an ordinary stateless HTTP workload. Blast radius and what it means in Azure.

2/10/2026

Azure Container Apps vs AKS: A 2026 Decision Matrix

When to choose Azure Container Apps and when AKS – cost, operations overhead, networking, and typical use cases. Real decision examples from three different projects.