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Field notes on building
software that earns its keep.

Practical, no-filler guides on custom web apps, AI workflows, internal tools and staying visible in both organic and AI search.

// latest [ 27 results ]

A dark green terminal interface displaying glowing code blocks and structured JSON-LD lines representing web metadata parsing.
[ AI Search ]6 min read

Structured Data That Gets You Cited by AI Assistants

Structured data is a set of labels you attach to your pages so machines know what they are looking at. Here is what it is, why AI tools trust it, and where to start.

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An abstract dark green terminal interface displaying vector embeddings, structured JSON data blocks, and interconnected network nodes.
[ AI Search ]7 min read

Generative Engine Optimization vs SEO: What Actually Differs

Search engines and AI assistants reward different things. Here is a plain-English breakdown of how the two differ, where they overlap, and what to work on first.

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Abstract dark green terminal interface displaying vector embeddings, structured JSON-LD schema graphs, and data pipeline logs for search engines.
[ AI Search ]6 min read

How to Optimize Your Website for AI Search in 2026

AI assistants answer questions instead of listing links. Here is a plain-English guide to making your site easy for them to read, trust, and quote in 2026.

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