Scrubberduck swimming in a sea of clean, structured data files

Discoveries

Experiments, notes and insights from building the machine web

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What is this page

This hub collects small discoveries that happen while building Scrubnet. It focuses on practical tests, crawl behaviour, feed formats and anything that helps brands publish clean data for AI.