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.
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Python's New Power Trio: Polars, Ruff, and PyScript Are Rewriting the Rules
Polars replaces Pandas, Ruff kills five linters at once, and PyScript puts Python in the browser. The 2026 Python ecosystem explained.