Rogue Civilian is for those who refuse to live life on autopilot. If you’re the kind of person who asks uncomfortable questions, distrusts easy answers, and believes in forging your own way forward — you’re in the right place.

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  • AI Development and the Rise of Requirements Engineering

    The speed at which code can now be generated means that ambiguity in requirements becomes dramatically more expensive. A human developer can often fill in missing context or infer intent from incomplete requirements. AI generally cannot — it will implement exactly what was specified, including the gaps. That shifts engineering…

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About Me

I’m Gary, the voice behind Rogue Civilian. I write for the thinkers, the tinkerers, and the quietly defiant—those carving their own path through modern life without losing their sanity, soul, or sense of humor. This site is my notebook, compass, and soapbox.