Stephen Benjamin

Stephen Benjamin

Screener Loop Pattern: LLM Analysis at Scale

When you need to analyze thousands of unstructured artifacts (logs, error reports, support tickets) you face a dilemma. Humans are great at understanding individual cases but can’t scale. LLMs can...

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An Agentic Future Is Already Here

Last weekend and throughout the week, I set out to try as many agentic AI tools as I could. Professionally, I wanted to understand how these tools fit into the...

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Tarbombs considered harmful

So, one day you hear about this great new open source project, and visit the company’s web site and download the latest version of their software tofu-wonder.tar.gz, and extract it...

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UEFI HTTP Boot with Libvirt

In UEFI 2.5, HTTP boot was introduced. This feature allows a UEFI host to network boot using HTTP instead of TFTP. If you enroll a trusted certificate authority on the...

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Harvard Extension's ALM in Software Engineering

A few years ago, I finished my B.S. in Computer Science through UMUC, online and while traveling as a Consultant for Red Hat. When I moved back to the US,...

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Foreman FreeIPA Integration Guide

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10-Day Vipassana Course

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Flying the Enchanted Skies

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