Hey Product Hunt! 👋 I'm an incoming software engineer, and I built AlgoSpace to explore how LLMs could be used for dynamic execution mapping. I realized most algorithm visualizers rely on rigid, hard-coded animations, which doesn't leave room for edge cases or real experimentation. So, I wanted to build a true sandbox. AlgoSpace uses Gemini to read standard Python code, figure out the execution timeline, and map it directly to a React SVG canvas. A few features I'm really proud of: Semantic Execution: It actually understands code logic (like catching infinite loops in cyclic linked lists!). Memory Management: I built a custom Mark & Sweep garbage collection algorithm that visually fades out isolated nodes. Challenge Mode: A gamified environment where you can fix broken code and test your logic against an AI validator. I’d absolutely love your feedback on the UI, the visualization engine, or any features you'd like to see added next. Thanks for checking it out! 🚀

AlgoSpace

Watch algorithms execute live with AI and React

Watch algorithms execute live with AI and React