Background
Background
AP Computer Science AAP Computer Science PrinciplesPython

Infinite Problems.Real Feedback.

AI-generated coding problems on demand. Write and run real code in the browser. Get feedback on how you think — not just whether you passed.

How it works

The loop that actually builds skill.

Pick a concept. Get a fresh problem. Write real code. Understand where your thinking went right or wrong.

Fresh Problems

Every problem is AI-generated on demand. The well never runs dry.

AI-Generated Problems

A brand-new coding problem for your exact concept and difficulty level — every single time. Never the same question twice.

Runs Instantly

Write code in a real editor. Hit run. See which test cases pass and which fail — with input/output diffs — in seconds.

Feedback on your approach

The AI reviews how you wrote it — data structure choices, logic clarity, and what a strong solution actually looks like.

// AI Feedback

Your logic is correct, but using

ArrayList here adds overhead.

An array is more idiomatic

for fixed-size data — and what

an AP grader would expect. ✓

Track every concept

Every attempt is recorded. Your mastery per concept updates automatically — so you always know where to push harder.

2D Arrays
Recursion
ArrayLists
Inheritance

See exactly where your students are struggling.

Create a class, share a join code, and watch. ParseString shows you which concepts your students haven't clicked yet — so you know what to focus on.

Overview

24 students enrolled

24

Students

enrolled

61%

Class Avg

mastery

3

At-Risk

need help

Class Performance by Unit

1Using Objects & Methods
78%
2Selection & Iteration
42%
3Class Creation
61%
4Data Collections
28%

Needs Attention

SP

Sam P.

22%

7 days inactive

TR

Tyler R.

31%

High fail rate

CW

Chris W.

54%

Behind on Unit 4

21 other students are on track

Concept Mastery Map

Green means solid, red means revisit. Class-wide pass rates per concept, updated in real time.

Full Roster View

Every student's progress, pass rate, and last-active time — spot who's falling behind at a glance.

Read Their Feedback

See the AI coaching each student received. Understand the kinds of mistakes being made, not just the scores.

At-Risk Alerts

Students who haven't practiced or whose pass rate is dropping are flagged automatically.