Online compiler for students learning to code

Generates coding process reports for academic integrity, authorship, and reflection. AI explains compiler errors.

Don't detect plagiarism; prevent it in a constructive way

Plagiarism detection catches students after the fact. What if you could prevent it from happening in the first place? A focus on process discourages plagiarism by guiding students to develop their own work. Focusing on the coding process has many advantages:

  • It's a preventive, not punitive, approach
  • Encourages students to think critically about their coding journey.
  • Helps students show their work and develop accountability.

AI explains code and error messages

Coding errors can be frustrating, but our safeguarded AI makes debugging easier. Integrated into our online compiler, it provides explanations to help students code with confidence, but without giving away the answers.

What our safeguarded AI does:

  • Deciphers error messages in plain English
  • Explains selected code to reinforce understanding
  • Focusing on guidance over shortcuts
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Process discussions engage your students

Focusing on the final product helps students meet standards, but what about those who struggle to get there? A process-focused approach builds confidence, encourages deeper thinking, and keeps students engaged, especially those who feel overwhelmed by coding.

product vs process table

Why focus on the coding process?

  • Enhances student engagement by making learning active
  • Encourages peer discussions and collaborative problem-solving
  • Gives you insight into how students think and work through challenges

Supports most languages, including Python Turtle

The online compiler supports all popular programming languages. It also supports Python’s Turtle library.

Supported languages include:

  • Python (with numpy and scikit-learn)

  • C and C++

  • Java and

  • Python (with Turtle library).

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Easily integrates with your LMS

When students code in the Process Feedback online compiler, they can download their code, outputs, and everything as a single PDF. Students can upload this PDF into your LMS for easy grading.

A cartoon image of a PDF of a coding process report

Everything you want to see comes in one PDF:

  • Student's code, code outputs, and STDIN inputs
  • Coding time and copy-paste actions
  • Code evolution chart and code execution history

It's backed by research

Process Feedback isn't just another coding tool. It's grounded in research and supported by peer-reviewed publications. Our studies show that students benefit from AI-driven feedback and that early awareness of its benefits leads to seamless adoption in the classroom.

What the research tells us:

  • Students learning to code find AI feedback helpful for understanding errors and improving their process.
  • Students adapt quickly when they know how the tool enhances their learning experience.
Read Related Research

Process Feedback made it easier for me to identify struggling students

Anonymous Professor

St. Louis, USA

To start using it in your class, read our teacher guide

Integrating Process Feedback into your class is simple, and our Teacher Guide walks you through every step.

How to begin:

  • Explore the online compiler yourself to see how it works
  • Use it for an assignment and see how it goes
  • Follow the Teacher Guide for step-by-step instructions and best practices
Read Teacher Guide

Frequently Asked Questions

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See it in action

Before you get started, take a look at a sample student coding process report. You can also check out our Teacher Guides to see how easy it is to use Process Feedback in your classroom, with just a few simple steps!