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AI-powered assignment generation that creates complete, auto-gradable programming problems in minutes. Problem descriptions, starter code, solutions, tests, and rubrics — all validated and ready to use.

Code Sprout - AI Assignment Generation Interface

Built for Modern Education

A platform designed from the ground up for security, scalability, and intelligent automation.

Generate a medium difficulty Java problem on binary search trees
Created assignment with starter code, 12 test cases, and rubric aligned to learning objectives.

AI-Native

Assignment creation and evaluation built around AI agents.

Generate programming assignments, rubrics, test cases, and feedback using structured AI workflows designed for iteration, follow-ups, and correctness—not one-off prompts.

Security Built-In

Encryption and isolation at every layer.

All data is encrypted in transit and at rest, with strict separation between instructor content, student submissions, and execution environments.

4,053

Safe Testing Environment

Cheat-resistant, sandboxed code execution.

Student code runs in isolated containers with controlled resources, no network access, and hidden test cases—ensuring fair evaluation and preventing tampering.

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12:00 AM
Auto-scaling
Load Balancing
+ Unlimited

Scales With You

Built for growth from day one.

Powered by Docker and Google Cloud Run, the platform scales automatically to support unlimited students and assignments without sacrificing performance or reliability.

How It Works

From prompt to graded assignments — with you in control at every step.

Step 01

Enter Your Prompt

Describe the programming assignment you need. Specify the topic, difficulty level, and learning objectives.

Step 02

AI Generates Everything

Our AI creates a complete assignment: problem description, starter code, reference solution, JUnit tests, and 100-point rubric.

Step 03

Automatic Validation

Every component is validated for correctness. Code compiles, tests pass against the solution, rubric aligns with tests.

Step 04

Track Submissions

Students submit their work through the platform. All submissions are tracked, timestamped, and organized automatically.

Step 05

Auto-Grading

Submissions are graded instantly against validated tests. Detailed feedback and scores are generated automatically.

Step 06

Human in the Loop

Review AI-generated grades, override scores, add personal feedback. You're always in control — AI assists, you decide.

You're always in control

Built For Educators

Whether you teach 20 students or 2,000, Code Sprout scales with you.

CS Teachers

High School & AP Computer Science

Create engaging programming assignments that auto-grade themselves. Spend less time on test cases, more time teaching.

AP CS A ReadyStandards AlignedInstant Feedback

Bootcamp Instructors

Coding Bootcamps & Training Programs

Generate industry-relevant coding challenges at scale. Keep curriculum fresh with AI-assisted content creation.

Real-world ProblemsMultiple LanguagesScalable Grading

University TAs & Professors

Higher Education

Handle large class sizes without sacrificing feedback quality. Deterministic grading ensures consistency and fairness.

Bulk ProcessingPlagiarism DetectionDetailed Analytics

Online Course Creators

MOOCs & Self-paced Learning

Build interactive coding exercises that validate student work automatically. Perfect for asynchronous learning.

Self-paced FriendlyInstant ValidationProgress Tracking

Ready to Save Hours Every Week?

Join educators who are already using Code Sprout to create better assignments in less time. Free during beta.

Complete assignment generation
Auto-grading with tests
Detailed rubrics
Human-in-the-loop control

Get Early Access

Free during beta. No credit card required.