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 profiler, a faster JIT — and the one ...
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 ...
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 chain, detection methods, and supply chain defense.
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 ...
OpenAI Acquires Astral: What Happens to uv and ruff?
OpenAI just acquired Astral, the company behind Python’s fastest-growing developer tools. uv, their package manager, ...
Python 3.15 JIT: How to Enable & Benchmark Performance
Python 3.15’s JIT compiler hit its performance goals ahead of schedule in March 2026, achieving ...
PyPy’s 5x Speedup Dies While AI Burns Billions
PyPy's 5x speedup beats Microsoft's effort, yet it's dying unfunded. NumPy dropped support March 8, ...