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Async code has always been one of .NET’s most productive abstractions. A request handler can await a database call, an event consumer can pause for a message, and a background worker can wait on a tim...
AI agents are only as useful as the tools they can discover and use reliably. A model may be able to reason about a deployment failure, summarize a customer record, or draft a database migration—but i...
Personal projects are where I have learned the most useful DevOps lessons. A production environment at work may have established platforms, dedicated teams, and mature processes. A personal project us...
A k3s cluster can begin as a quick experiment: one server, a curl command, and a kubeconfig copied to a laptop. That is useful for learning, but it does not scale into a dependable platform. The momen...
A small k3s cluster has a particular kind of charm: it is close enough to the hardware that every pod matters, but capable enough to run serious workloads. It might be a few mini PCs, virtual machines...
Production .NET services rarely fail because a developer forgot how to write an `if` statement. They fail at boundaries: a slow downstream API, a canceled request that keeps consuming resources, an in...