Astral ty vs Pyrefly: Python’s Fastest Type Checkers in 2026
Astral ty and Meta Pyrefly are Rust-powered Python type checkers that are 10-60x faster than mypy. Here is which one to use and ...
Python 3.15 Beta 1: Lazy Imports, JIT Gains, and Tachyon Are Locked In
Python 3.15 beta 1 is out and feature-frozen. Here's what landed: lazy imports with PEP ...
Build Your First MCP Server in Python (2026)
Learn to build a Python MCP server with FastMCP, proper tool descriptions, MCP Inspector testing, ...
Python 3.15 Beta 1: What Developers Need to Do Now
Python 3.15 Beta 1 is feature-frozen. Here is what ships — lazy imports, a production-safe ...
Python 3.14 GC Reverted After 5x Memory Spike: What Failed
Python 3.14.5 rolled back incremental GC after 5x memory increases. What broke and what is ...
PyTorch Lightning Malware: 8.3M Downloads Hit by Shai-Hulud Attack
On April 30, 2026, versions 2.6.2 and 2.6.3 of PyTorch Lightning—one of the most popular AI training libraries on PyPI with millions of ...
Model Context Protocol: Complete Developer Implementation Guide 2026
Model Context Protocol crossed 97 million installs in March 2026 and became the industry standard ...
NVIDIA Warp 1.12: Python GPU Framework Hits Production
NVIDIA Warp v1.12, released March 6, 2026, delivers CUDA-level GPU performance without requiring developers to ...
LiteLLM PyPI Attack: How Trivy Became Weapon (March 2026)
March 24, 2026: TeamPCP weaponized Trivy security scanner to compromise LiteLLM on PyPI. Learn attack ...
LiteLLM PyPI Attack: 95M Downloads Hit by Malware Today
On March 24, 2026, versions 1.82.7 and 1.82.8 of the LiteLLM Python package on PyPI ...