Building an interactive Python visualizer for DSA & LeetCode logic

Struggling with abstract data structure flows—like pointers, recursion, and tree traversals—is one of the biggest bottlenecks when learning DSA. To solve this, I’m actively developing a web application that turns Python code into step-by-step visual executions in real time.

Instead of trying to trace complex execution flow on paper or guessing what line of code broke your logic, the tool visualizes exactly how your variables and data structures mutate as the Python code runs.

Check out the short walkthrough video attached to see the tool in action.

The app is currently supported for Python, and I am actively refining the platform based on real usage. I’m opening up testing and looking for honest feedback on the visualization clarity and user experience so I can keep making it better. Anyone who tries it out and shares feedback will get full lifetime access to all premium features.

Try it here: CodeToAnim

Drop your thoughts or suggestions in the comments—I'd love to hear what you think!

Pointer movement and recursion stack frames are exactly the two things a static diagram can't teach, which is why I love this topic . Showing the call stack grow and unwind is worth more than any explanation of recursion I've read. Are you visualizing user submitted code or a...

Most hotel websites try to sell you a room. The Lavender Shore sells you the feeling of being there.

The slower pace, photography, and subtle movement make the site feel like part of the stay.

Here’s a quick scroll through my latest Webflow build.

Designed by BYQ Studio. Developed by me in Webflow.

Slowing the scroll pace itself, not just the photography, is what actually sells "part of the stay" — most hospitality sites nail the moody imagery and then undercut it with a snappy, default-feeling scroll that breaks the mood in half a second.