File timestamps in Python, including access time (`st_atime`), modification time (`st_mtime`), and creation time (`st_ctime`), are crucial for effective file management. The `os` and `stat` modules facilitate retrieval and manipulation of these timestamps, which vary between operating systems. Understanding their behavior is essential for developing robust cross-platform applications.