Lightning Talks¶ Standalone topics from PySprings presentations. Each is self-contained and takes 15–30 minutes to work through. Topic Difficulty Path(s) Repo ANSI Escape Sequences Stdlib Caching Stdlib Debuggers Testing Environment Variables Dev Tools Fernet Database Encryption Security Fractions Stdlib getpass & TTY Security Instructor AI/ML Interactive Application Dev Tools Jinja2 Dev Tools Multiprocessing Stdlib pathlib Stdlib Pydantic Dev Tools PyInstaller Packaging PyOTP + Docker Security, Packaging Random Password Security Robot Framework Testing singledispatch Stdlib WSL GUI Packaging zipapp Packaging