About Hope

I’m Hope, a DevOps and cloud engineer interested in what happens at the intersection of infrastructure, security, and reliability.

I write about the systems I build, the assumptions I challenge, and the engineering problems that become more interesting the deeper you look. My work sits primarily around cloud infrastructure, Kubernetes, DevOps, security, and observability: the layer most teams touch daily but rarely stop to question.

I’m particularly interested in one question:

How do we know our systems are actually doing what we think they’re doing?

That question is the whole reason UNRESOLVED exists. Most engineering writing explains how a system is supposed to work. I’d rather find out how it actually behaves, which usually means building a small, deliberately adversarial version of it and seeing what breaks, what stays silent when it should be loud, and what I got wrong on the way in.

Background

I work as an Associate DevOps Engineer, spending most of my time in Kubernetes clusters, cloud infrastructure, and the CI/CD pipelines that connect them. Before that, my path into engineering ran through the same overthinking-to-execution gap I still find interesting today, which is part of why I care as much about how teams communicate risk as I do about the risk itself.

Areas of interest

• Kubernetes security: admission control, RBAC, network policy, runtime detection
• Observability as distinct from logging and monitoring
• The gap between a control’s intended behavior and its tested behavior
• Platform engineering and the trade-offs of abstraction
• Incident analysis as a source of engineering truth, not just postmortems

Selected projects

• k8s-admission-audit-lab, a reproducible cluster and policy set for testing what Kubernetes admission control actually records versus what it prevents.
• MoodLens, a habit-support tool exploring how systems can turn ambiguous internal state into a specific, low-friction next action.

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