The release of Python 3.13 marks the beginning of a post-GIL era, offering developers an experimental path to true parallel execution. While the removal of the Global Interpreter Lock promises massive gains for multi-threaded applications, it introduces a subtle performance tax on single-threaded legacy code that requires careful navigation.