Crafting quality documentation requires enormous time and energy. Yet, product users often find it faster and easier to query robots than to navigate a documentation site.

This talk, โ€œ๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐—ช๐—ถ๐—ป ๐——๐—ผ๐—ฐ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—œ๐—ป๐—ณ๐—น๐˜‚๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฅ๐—ผ๐—ฏ๐—ผ๐˜๐˜€: ๐—œ๐—บ๐—ฝ๐—ฟ๐—ผ๐˜ƒ๐—ถ๐—ป๐—ด ๐—ฅ๐—ผ๐—ฏ๐—ผ๐˜ ๐—”๐—ฐ๐—ฐ๐˜‚๐—ฟ๐—ฎ๐—ฐ๐˜† ๐—ง๐—ต๐—ฟ๐—ผ๐˜‚๐—ด๐—ต ๐—•๐—ฒ๐˜๐˜๐—ฒ๐—ฟ ๐——๐—ผ๐—ฐ๐˜€โ€ by Sarah Lin will help you understand the difference between content designed solely for human consumption and content suited for both human and AI consumption.

Sarah will share the combination of writing guidelines and structural changes that have kept MongoDBโ€™s internal accuracy metrics at 93% across ~8 answer engines.

Donโ€™t miss this talk at Write the Docs Portland, May 3-5!

https://www.writethedocs.org/conf/portland/2026/speakers/#speaker-sarah-lin-how-to-win-docs-and-influence-robots-improving-robot-accuracy-through-better-do-sarah-lin

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