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Apr 11, 2026 Python

Python 3.15 JIT + Pandas 3.0: The 2026 Performance Revolution

Python finally gets a community-built JIT compiler. Pandas 3.0 breaks everything. Your code needs both—here's why, and how to migrate.

Apr 6, 2026 Python

Python 3.14: The Pi Release That Actually Delivers — A 3.11 to 3.14 Upgrade Guide

t-strings, real multi-core parallelism, free-threading goes official, incremental garbage collection, remote process debugging, safer error messages, pathlib.copy(), and more. The complete upgrade path from Python 3.11 to 3.14.

Topics

Python 3.15 JIT + Pandas 3.0: The 2026 Performance Revolution

Python 3.14: The Pi Release That Actually Delivers — A 3.11 to 3.14 Upgrade Guide