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Python Tutor is a web-based tool that visualizes code execution step by step, showing variables, objects, and data structures for Python, Java, C, C++, and JavaScript. It helps students debug homework, teachers explain concepts, and programmers prepare for job interviews, with over 25 million users since 2010.
AI named Python Tutor from December 2025 to January 2026.