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About
AlgoFlow is a developer-focused tool that automatically visualizes how algorithms execute in real time using standard Java and Python code. Instead of requiring developers to manually instrument their programs or use specialized visualization libraries, AlgoFlow works by intercepting execution at a low level—using bytecode instrumentation in Java and AST transformation in Python. This enables step-by-step visualization of arrays, trees, graphs, collections, and recursive call stacks without modifying the original algorithm logic. The system includes a frontend built with React and Monaco Editor that renders execution states visually. AlgoFlow is designed primarily for computer science education, technical interview preparation, and algorithm exploration. By removing the need for manual tracing, it helps users better understand how data structures evolve and how code executes internally.
Problem & solution
Problem
Understanding algorithm execution is hard without manual tracing or tooling.
Solution
Auto-visualizes execution by intercepting bytecode and AST operations.
Who it's for
CS students, developers, and interview prep learners
Main features
- Auto code visualization
- Java bytecode interception
- Python AST transformation
- Data structure rendering
- Call stack tracking
Use cases
- Learn recursion step-by-step
- Debug algorithm behavior visually
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