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I write about a variety of topics, but here are a few of my favorites.

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Latest Articles

A few clear, useful posts about projects, infrastructure, and the occasional engineering plot twist.

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AI Is a Power Tool, Not a Replacement for Knowing What You Are Doing
AI can accelerate work and help people learn faster, but it does not replace judgment, verification, or responsibility.
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server infrastructure
Incident Report: Docker Host Failure and Bot Infrastructure Disruption
A hardware failure disrupted Docker-hosted bot services while separate web, API, and database systems remained operational.
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aiautomationlaborhistoryeducation
AI Is Not the First Tool People Feared
People have resisted disruptive tools for centuries. The printing press, textile machines, sewing machines, elevators, cars, calculators, computers, and the internet all changed work, but they also made knowledge, goods, and services more accessible.
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infrastructure recovery
Incident Update: Storage Failure Investigation and Recovery Efforts
Recovery work after a Docker host storage failure expanded into a deeper filesystem investigation, while serverless APIs and core data systems remained available.
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