Inspiration
Most adults want to learn AI, but they get overwhelmed by jargon, long tutorials, and fast-moving trends. We wanted a tutor that adapts to how you learn, not just what you learn.
What it does
Brainee is an adaptive AI tutor that teaches the fundamentals of AI and agents. It personalises lessons in real time based on your behaviour - how fast you answer, where you hesitate, what you skip.
How we built it
We combined:
- LiquidMetal for the agentic reasoning loop
- Daft for structured learning signals (hesitation, correctness, pacing)
- Fastino Labs to stream real-time personalisation data and AI trends
Challenges we ran into
Designing a diagnostic flow that didn’t trap users in open-ended questions was difficult. Integrating the personalisation signals into LiquidMetal’s reasoning loop also required careful prompt design and state tracking. Still is buggy
Accomplishments that we're proud of
Shipped it even though it is not perfect.
What we learned
Need to learn how to use these tools better
What's next
Will continue debugging this to help support adult learners.
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