ABSix - EduTech Robotics Platform

1. Core Features
Web-based platform where students can:
Register and log in (using Google or email)
Access interactive robotics courses and challenges
Attempt quizzes and submit code exercises
Admin dashboard to manage content and monitor users

2. Hardware Integration
Browser-based interface to communicate with Arduino/ESP32 kits
Use WebUSB or Web Serial API for device communication
Optional: MQTT-based control over WiFi
Allow code upload or real-time control from the web interface

3. AI Mentor (Basic Version)
Monitor student behavior such as hover time, click frequency, repeated wrong attempts
Use behavioral data to infer confusion or engagement
Provide adaptive feedback and hints using large language models (LLMs) like GPT-4, Claude, or Phi
Basic natural language hints for quiz or code debugging

4. Code Editor
In-browser code editor with syntax highlighting
Support for C/C++ or Python (based on robotics kit firmware)
Submit and validate code for tasks
Show real-time or compiled feedback
Option to simulate or upload code to connected hardware

5. Backend and Data Storage
Store and manage the following data:
User profiles and progress
Course content and quizzes
Code submissions
UI interaction logs for behavior analysis

6. Admin Panel
Interface to upload and edit course material
View student progress and behavioral analytics
Export user engagement and performance logs