Writing and resources

Notes from an SEO who engineers his own systems, plus a team of AI agents. Technical SEO, AI search (AEO), and the systems behind the work.

AI SystemsJul 23, 2026

I Built a Four-Agent AI Team on a Used 2016 Laptop. Run 24/7 as a Server

I saw a 72-agent AI agency online and built the opposite: four agents on a used 2016 laptop, on purpose. The roster I earned, how the team hands work off in the open, and the parts that broke.

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AI SearchJul 21, 2026

How to Become the Answer: Engineering SEO for AI Overviews

Ranking number one is no longer the finish line. Here is a working model for becoming the source an AI answer engine quotes, across authority, entity signals, and the technical base, with the honest limits stated.

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