wordpecker-app

Why we included this project

WordPecker is a full-stack web app that shows what it looks like to put an LLM at the center of a language-learning product without forcing students through a fixed curriculum. Learners build their vocabulary list from the words they actually meet in their own reading and watching, and the app turns those into quizzes and LLM-written lessons in a Duolingo-style flow. Because it ships with Docker and MongoDB setup, a small team can run the whole thing end to end and see how lesson generation, review scheduling, and user-managed lists fit together. Even if your own product targets a different domain, the prompt-driven content pipeline here is a useful reference for building practice that draws on a student's real materials rather than a canned word list.