PySage guides you through programming problems step by step, adapts to your skill level, and tracks your knowledge so every session counts.
PySage doesn't just give answers — it guides you to find them yourself.
Paste a programming problem and the tutor walks you through it one step at a time, asking questions and giving hints when you need them.
Paste broken code and describe what's wrong. The tutor asks guided questions to help you find and fix the bug on your own.
The tutor breaks a problem into concepts, lists them upfront, and works through each one with you until the full solution is assembled.
Built for real students in real courses.
Tracks accuracy per topic and uses it to focus hints and quizzes on your weakest areas.
Hint depth adjusts automatically — more scaffolding when you struggle, lighter nudges when you don't.
Uses Hidden Markov Models to estimate your knowledge state per topic — and shows which ones are fading so you review before forgetting.
Timed exams weighted by your weakest topics. AI grades coding answers instantly. Choose specific chapters, or create a custom exam on any subject you need to review.
Run Python in the browser — no setup. The tutor can review your code line by line, with a built-in code flow visualizer that steps through execution so you can see exactly what's happening at each stage.
Every wrong answer is saved with AI feedback so you can revisit and close gaps.
A heatmap of your code runs colored by outcome. Click any cell for study recommendations.
Earn points for studying and quizzing. Unlock badge tiers as you build consistent habits.
Instructors share files with the class instantly. Students can run, explain, and save any shared file.
Your course curriculum is baked in — the tutor answers questions in context of your specific topics, assignments, and learning objectives.
A full control center for instructors — process slides, build a question bank, monitor student accounts, and generate AI-powered course content and practice material.
No setup. No installs. Just open and start learning.
Use your class credentials or explore the app instantly in demo mode — no account needed.
Choose Problem Breakdown, Debugging, or Building Blocks depending on what you're working on.
Paste your problem or code. The tutor guides you with questions and hints — never just giving you the answer.
Every session updates your analytics so you always know what to focus on next.
As the instructor behind PySage, I've been testing it in my own introductory Python courses at a university nationally recognized for innovation, with an AACSB-accredited business and information systems program. Student feedback has been genuinely positive — they used it to work through problems on their own, get hints without waiting for office hours, review quiz mistakes, and take practice exams before assessments. Engagement was noticeably higher compared to other AI tools students had tried.
The interaction data PySage collects — hint requests, quiz answers, mastery trajectories, and struggle patterns — can also support your own research if you deploy it in your class.
If you're an instructor and would like to see a live demo of PySage — or want to set it up for your class — we'd love to hear from you.
PySage integrates directly with your course curriculum and tracks every student's progress throughout the semester.
📩 Contact Us — info@pysage.org