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Programming With Wolfgang

A tech blog focusing on DevOps, Cloud, Azure, Kubernetes and Software Architecture.

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Video - Ditch Port Forwarding - Exposing AKS MCP via Kubernetes Gateway API

Ditch Port Forwarding - Exposing AKS MCP via Kubernetes Gateway API

Connecting to an Azure Kubernetes Service (AKS) Model Context Protocol (MCP) server via local port forwarding is fine for quick sanity checks, but it falls apart fast in real usage. Connections drop, sessions timeout, and team members end up constantly re-running terminal commands just to keep their AI tools connected. By placing your MCP server behind the Kubernetes Gateway API, you can repla...

Warsaw IT Days 2026 - Beyond Ingress - Mastering the Kubernetes Gateway API

Managing TLS certificates across dynamic cloud environments can quickly become an operational headache. While traditional Kubernetes Ingress handles basic routing and SSL termination, modern platform architectures demand a cleaner separation of concerns and stronger multi-tenant governance. That is where the Kubernetes Gateway API comes in, and pairing ListenerSet with cert-manager creates an e...

Video - Warsaw IT Days 2026 - Beyond Ingress - Mastering the Kubernetes Gateway API

Video - The AKS MCP Server - Awesome Tool, Horrible Docs