Updated
Updated · InfoWorld · May 29
Python Releases 3.15 Beta 1 With Low-Impact Profiling and Faster JIT
Updated
Updated · InfoWorld · May 29

Python Releases 3.15 Beta 1 With Low-Impact Profiling and Faster JIT

1 articles · Updated · InfoWorld · May 29
  • Python 3.15 beta 1 is now available, giving developers an early look at the release’s headline additions, including low-to-no-impact profiling tools.
  • New features highlighted in the beta include lazy imports, faster JIT compilation, better error messages and a statistical sampling profiler designed to inspect programs without noticeably slowing them down.
  • Python 3.15 also builds on low-level hooks introduced in Python 3.12+, which third-party tools such as tprof use to collect runtime statistics without requiring code instrumentation.
  • The beta arrives as Python tooling broadens beyond the core language, with Mojo 1.0 repositioning itself from a would-be Python replacement toward a Python-Rust hybrid focused on speed and memory safety.
With new profilers and a no-GIL mode, is Python finally ready for high-performance production systems?
As Python chases Rust-like speed, will it solve its performance issues or just fragment its famous ecosystem?
LLMs found 600 bugs in Python's C code. What new security risks does AI-driven auditing create?