Documentation engineer working at the intersection of AI tooling, developer experience, and complex enterprise software.
I write about AI-assisted documentation workflows, the gates and structure that keep AI output accurate, and what it actually looks like to use AI in a real documentation team.
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Mechanical pattern gates: turning recurring review comments into scans. Automated checks built into an AI documentation review workflow.
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LangExtract documentation rebuild. A flat single-README LLM library restructured into a navigable Docusaurus site, with an information architecture designed for both humans and AI retrieval.
- Writing at dev.to/wordcaster
- Connect on LinkedIn
- Based in Amsterdam

