Dispatches on building learning systems that hold up under inspection.
Why this site exists, what it's built on, and what's coming next.
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Two disciplines that look unrelated share more than you'd expect — purpose, clarity, audience, iteration, and respect for whoever (or whatever) is on the other end of the instruction.
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A prototype that embeds a contextual AI assistant directly in Google Docs, so instructional designers can draft, iterate, and collaborate without switching tabs. Full case file lives in the portfolio.
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A prototype that turns Google Sheets into an AI-powered text analyzer — sentiment scores and categorisation on open-ended survey responses, without leaving a tool most L&D teams already use.
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A practical walkthrough of LNA — figuring out what people actually need to learn before you go build something to teach them.
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