Learning-in-public disclaimer: This site documents my personal learning journey and is built with AI assistance. Content may be incomplete or incorrect.

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This website is an experimental, learn-in-public project. I use AI tools to help me build the site and accelerate my learning in areas like French, testing, and web development. My explanations are my own understanding at a point in time and may contain mistakes. This is not professional, academic, or legal advice. Use this content as reference, not authority.

About

Intro

Learning in public: French (A1→B2) and Testing/QA, tracked daily.

Now

Building repeatable study routines.
Documenting practice logs and checklists.

Contact

info@upwithr.com

How I Learn With AI

This site is built with AI assistance to speed up drafts, layouts, and organization.

I use AI to accelerate learning and exploration, but the understanding and explanations are my own.

Everything here is learning-in-public: transparent, iterative, and owned by me, not presented as expertise.

How I build and learn

How this site is built

The site is drafted and iterated with AI assistance (vibe-coding). AI is a tool for speed and structure; authorship and intent stay with me.

How I learn

I combine AI assistance with primary resources: news, docs, books, and other real sources.

Sources are linked when relevant, and explanations are written in my own words.

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