# LearnLoop AI

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Shaik Abdul Haseeb](https://cerebralvalley.ai/u/abdulhaseeb)
- **GitHub:** https://github.com/abdulhaseeb16/learnloop-ai
- **Demo video:** https://drive.google.com/file/d/175RJtdBRS2VXxykLY6hJTSmVzJWwjkug/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4793

LearnLoop is an AI-native adaptive learning assistant that fixes static, one-size-fits-all studying. Students get notes and videos, but no tutor that remembers what they got wrong, adapts the next step, or checks their reasoning line by line. LearnLoop generates a personalised learning pathway for any topic, teaches with a Socratic tutor that asks questions before giving answers, and evaluates logic step-by-step instead of just marking a final answer right or wrong. If a quiz shows a gap, the pathway branches to a remedial step and the student's mistakes, level and mastery are kept in session memory, so context is never dropped. It is built for concurrent, production-ready use, with a Planner, Tutor and Evaluator pipeline inspired by System 1 / System 2 orchestration.

## More from Meta Global AI Developer Hackathon

- [AIZOYA](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4790)
- [MakeFromThis](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4791)
- [PerfPilot](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4792)
- [Venox](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4794)
- [LabSpotter](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4795)
- [Magic](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4796)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4793. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt