Database Normalization
Normalization is how you stop the same fact from living in two cells that will disagree next Tuesday. Codd’s normal
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MVC, MVVM, and MVP
MVC, MVVM, and MVP split UI from domain so you can test and change one without the other. They are
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Mentoring
Mentoring is accelerating someone else’s judgment, not doing their tickets. It works when there is a real work item, a
Communication
Communication in engineering is transferring a model so someone else can act — merge, wait, page, or kill a project.
Soft Skills
Soft skills here means the non-compiler parts of the job that still decide whether the software ships: communication, judgment, teaching,
Self Development
Self-development for an engineer is deliberate practice on the next constraint in your job — not collecting certificates. The refresher
Drive
Drive on an engineering team is sustained attention on an outcome — shipping a slice, closing an incident, finishing a
Accountability
In a software team, accountability is knowing who owns the outcome and being able to say so in a post-incident
Local Kubernetes with Load Balancer
On a real cloud, Service type: LoadBalancer provisions an external address. On a local cluster it often does nothing useful
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Local Kubernetes
Local Kubernetes is a cluster on a developer machine (kind, k3d, minikube, Docker Desktop). Use it to exercise manifests, operators,
Kubernetes Deployment
Kubernetes runs containers across machines: you declare a desired state, the control plane tries to make it true. Use it
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.NET App Deployment
Deploying an ASP.NET Core app means a published artifact (framework-dependent or self-contained), a process manager, config outside the binary, and
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