Release History
Changelog
Every update, improvement, and new feature added to RugvAI Labs.
Coverage Push to 95%+
- NEW60 new interactive labs (145 total across 14 tracks)
- NEWPython + SQL + Claude Code tracks with concept graphs
- NEWMulti-head attention dissection, KV cache visualizer, MCTS, PPO clipped loss, GAN mode collapse, and 55 more labs
- NEWEvery track now has 95%+ lab coverage per lesson (except intro + CLI tools tracks)
- IMPROVEDPlay page surfaces all 145 labs with 14 track filter pills
- IMPROVEDBookmarkButton + LessonRating + RelatedLessons now mounted on every lesson
- IMPROVEDSpacedRepetitionReminder + DifficultyInsights + DataManagement surfaced on dashboard
Major Platform Update
- NEW55 interactive labs across all 13 ML tracks
- NEWJourney feature — 8-step learning arc per track
- NEWAI Tutor with contextual follow-up suggestions
- NEWTrack completion certificates with final assessment
- NEWProgress dashboard with streaks and badges
- NEWCommand palette (Ctrl+K) for instant search
- NEWPWA support — install as a desktop/mobile app
- IMPROVEDAll visualizations now crash-isolated with error recovery
- IMPROVEDMobile navigation with swipe-to-dismiss
- IMPROVEDFocus mode for distraction-free learning
Learning Science Update
- NEWSpaced repetition reminders for reviewed lessons
- NEWLesson bookmarks — save to My List
- NEW👍/👎 lesson ratings
- NEWReading progress bar on all lessons
- NEWCopy button on all code blocks
- IMPROVEDLesson search and completion filter on track pages
- IMPROVEDRelated lessons shown at end of each lesson
Platform Launch
- NEW14 learning tracks from Math to MLOps (plus Python, SQL, Claude Code)
- NEW173 lessons with interactive visualizations
- NEWSQL Playground and Python REPL
- NEWAI Tutor powered by Claude
- NEWProgress tracking with localStorage persistence