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Beyond Passive AI Rewrites and Vibe Coding in Google Docs

Community description: Scaling a Multimodal AI Writing and Code Review Coach Across Classrooms and Research Labs...

Dev.to | Oct 27, 2026 | Tanaike

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In my previous article—Building a Multimodal, Suggestion-Based AI Writing Coach with Gemini and Google Docs—I introduced DocuMentor AI, an open-source Google Docs add-on built with Google Apps Script, the Google Docs API (v1), and the Gemini API (gemini-3.8-flash / gemini-4-argon). Multi-Language Interactive Code Review & Script Coaching (My New Use Case for Engineer Training): Without changing a single line of the add-on's code, DocuMentor AI serves as a language-agnostic, GitHub-style inline code reviewer and programming tutor inside Google Docs—capable of coaching learners across Python, JavaScript, TypeScript, C++, Go, SQL, Google Apps Script, and more.

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