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v0.8.0PlaylistsFYPPersonalization

Playlists & FYP Engine v0.7.0

Full playlist system and major FYP recommendation engine update.

October 19, 2025
5 min read

This is one of our most ambitious releases yet. v0.8.0 introduces a complete playlists system for curating your learning journey, alongside FYP Engine v0.7.0—a fundamental reimagining of how we recommend content. The result? Learning that feels almost eerily personalized.

Playlists: Your Personal Curriculum

Learning is personal. What you need to learn, when you need to learn it, how concepts should connect—these are decisions that should be yours to make. Playlists give you that control.

Create custom collections of lessons, organize them by topic or goal, add notes, reorder at will. Then enter focused learning mode and progress through your curated content at your own pace.

01

Create

Build playlists from scratch or save lessons as you discover them

02

Organize

Drag and drop to reorder, add notes, structure your path

03

Focus

Enter dedicated learning mode and progress sequentially

Think of playlists as your personal curriculum. Preparing for an exam? Create a playlist. Learning a new skill? Playlist. Following a multi-part tutorial? You guessed it.

FYP Engine v0.7.0: Intelligence Evolved

The For You Page has always been smart. With FYP Engine v0.7.0, it becomes prescient. This isn't an incremental update—it's a complete rearchitecture of how recommendations work.

"The new FYP feels like it actually knows me. The lessons it suggests are exactly what I need, at exactly the right difficulty level."

— Early tester feedback

The Pending Lessons System

One of the most significant additions is the pending lessons system. Instead of generating every lesson on demand, the FYP now maintains a queue of pre-prepared content specifically tailored to your learning trajectory.

Instant Loading

No waiting for generation—content ready when you are

Smart Sequencing

Lessons build on each other logically

Perfect Pacing

Difficulty ramps at your optimal rate

Spaced Repetition

Concepts resurface when you need review

Comprehensive Usage Tracking

To power these smarter recommendations, we've implemented extensive usage analytics—with your privacy always in mind. The system now understands:

  • Engagement patterns — Which lessons capture your attention
  • Time investment — Where you spend extra time (difficulty or interest)
  • Quiz performance — How well you're retaining information
  • Optimal timing — When during the day you learn most effectively
  • Knowledge graphs — How your understanding connects across topics

All of this data feeds the FYP Engine, creating an increasingly personalized experience. The more you use Lernex, the better it becomes at teaching you.

Enhanced Feed Experience

The feed itself has received meaningful improvements:

  • Smoother transitions — Seamless movement between lessons
  • Better loading states — Clear indicators, no confusion
  • Improved gestures — More responsive touch interactions
  • Mode toggle — Switch between exploration and focused learning

The Vision

Playlists + FYP Engine v0.7.0 represent our vision for the future of personalized education: a system intelligent enough to guide you brilliantly, yet flexible enough to let you take the wheel. Let the AI recommend, or curate your own path. The choice is always yours.

Ready to experience the evolution? Create your first playlist, then head to the FYP and witness how the recommendations have transformed. We think you're going to love what you find.

Your learning, intelligently amplified.
— The Lernex Team

Ready to experience these updates?

Jump into Lernex and see what's new for yourself.