Use Case:

Code debugging, problem explanation

Target CS Skills:

Logic building, algorithmic reasoning

Key Features:

Use Case:

In-line code suggestions in IDEs

Target CS Skills:

Syntax & API usage

Key Features:

Use Case:

Auto-generating code snippets

Target CS Skills:

Rapid prototyping

Key Features:

Use Case:

Story-based quest learning

Target CS Skills:

Motivation, engagement

Key Features:

Use Case:

CS theory quizzes, competitions

Target CS Skills:

Syntax & terminology recall

Key Features:

Use Case:

Interactive coding maps & escape rooms

Target CS Skills:

System design, problem-solving

Key Features:

Use Case:

Automatic grading of code assignments

Target CS Skills:

Syntax accuracy, testing

Key Features:

Use Case:

In-class formative checks

Target CS Skills:

Algorithm tracing, concept check

Key Features:

Use Case:

Online programming assessments

Target CS Skills:

Coding practice, logic building

Key Features:

Use Case:

Web development, project work

Target CS Skills:

Full-stack skills, team coding

Key Features:

Use Case:

Assignment management, version control

Target CS Skills:

Git workflows, teamwork

Key Features:

Use Case:

Real-time code collaboration

Target CS Skills:

Debugging, pair programming

Key Features:

Use Case:

Visualizing student coding progress

Target CS Skills:

Progress tracking, learning analytics

Key Features:

Use Case:

Tracking badge completion & quiz data

Target CS Skills:

Student motivation, feedback loops

Key Features:

Use Case:

Tracking teamwork, behavior

Target CS Skills:

Collaboration, self-regulation

Key Features:

Use Case:

Interactive concept simulations

Target CS Skills:

AI basics, neural networks

Key Features:

Use Case:

Visual programming, algorithm design

Target CS Skills:

Sequence, loop, condition mastery

Key Features:

Use Case:

Step-by-step explorable animations

Target CS Skills:

Conceptual learning (e.g., memory)

Key Features: