Streamline CS Grading with AI-Powered Automation
GenEd automates repetitive grading tasks for Computer Science instructors using GitHub and AI integrations. Save time, provide instant feedback, and gain deeper insights into student learning.
The Problem
CS instructors spend countless hours on repetitive tasks: creating starter repositories, writing test cases, grading code, and delivering feedback. Existing tools like GitHub Classroom, Gradescope, and CodeGrade cover parts of this workflow, but often fall short in customizability, deep GitHub integration, and actionable learning insights.
Time-Consuming
Manual grading takes hours away from teaching and mentorship
Limited Tools
Existing platforms lack customization and deep GitHub integration
Poor Visibility
Instructors lack insights into student progress and understanding
Powerful Features for Modern CS Education
Everything you need to automate grading workflows and improve the learning experience
GitHub Integration
Seamlessly link and manage student repositories. Generate assignments and configs with a single AI-powered prompt.
- •Connect student repos automatically
- •AI-generated folder structures
- •Automated CI/CD pipeline setup
Auto-Grading Setup
Automatically generate unit tests with multiple difficulty tiers and grade code via GitHub Actions workflows.
- •Multi-tier test generation (easy/medium/hard)
- •Docker-based execution environments
- •Instant grading on push
Instructor Dashboard
Gain visibility into student progress with comprehensive dashboards showing submission statuses and test analytics.
- •Real-time submission tracking
- •Test failure heatmaps
- •Class-wide progress insights
Student Feedback
Provide clear, actionable feedback with pass/fail status, logs, diffs, and AI-generated suggestions.
- •Detailed test case results
- •Debug logs and diffs
- •Flag results for manual review
How It Works
Simple workflows for both instructors and students
Professor / TA Flow
Set up and monitor assignments
- 1Log in via GitHub
- 2Create or select a course and assignment
- 3Describe assignment via AI prompt
- 4Review AI-generated tests, CI/CD config, and starter code
- 5Push files to GitHub repository
- 6Monitor student progress via dashboard
- 7Review heatmaps and analytics
Student Flow
Complete and submit assignments
- 1Log in via GitHub
- 2Select course and assignment
- 3Access starter code
- 4Write and push code to assigned repo
- 5GitHub Actions runs auto-grading
- 6View test results and feedback instantly
- 7Flag feedback or request manual review
Built From and For Modern Technologies
A production-grade platform that speaks the same languages your students are learning
Platform Stack
What GenEd is built with
Supported Languages
What your students can code in
Trusted by Educators
See what instructors and TAs are saying about GenEd
"GenEd has transformed how I manage my CS coursework. What used to take hours of manual grading now happens automatically, giving me more time to focus on helping students who are struggling."
"The instant feedback students receive has been a game-changer. They can iterate on their code immediately instead of waiting days for grades, which has dramatically improved learning outcomes."
"As a TA, GenEd makes my job so much easier. The dashboard shows me exactly where students are struggling, so I can provide targeted help during office hours."
"The AI-powered test generation is incredibly smart. It creates comprehensive test suites that I can customize, saving me hours of work on every assignment."