VLLM, a large-model inference serving framework, uses Python for control flow but pushes arithmetic into compiled C++ and CUDA kernels to avoid interpreter overhead. The Python/C++ boundary crossing i…
A developer built Transpilatron, an AI agent that transpiles Python code into fully static C binaries, achieving speedups of up to 58x on benchmarks. The tool successfully transpiled its own source co…
Jep embeds CPython in Java via JNI, enabling Java applications to run Python code natively. The project supports Python ≥3.10 and Java ≥1.8, offering features like multiple sub-interpreters and NumPy …
A Cornell paper reveals that retrieval-augmented generation (RAG) systems are vulnerable to a poisoning attack where malicious documents can manipulate the model's output, undermining trust in RAG-bas…
A developer explains the internal architecture of CPython, the standard Python interpreter, detailing how Python source code is tokenized, parsed, compiled into bytecode, and executed by the Python Vi…
Linux 7.1 was released on June 14, 2026, featuring a new NTFS driver with up to 110% faster multi-threaded writes, but the release cycle was nearly derailed by an influx of AI-generated patches that o…
Fastly released a beta Python SDK for its edge computing platform, enabling developers to run standard CPython and WSGI-based web frameworks like Flask on Fastly's global network. The SDK uses memory …
Josh Engroff, a Python developer, built a Rust-based JSON parser that outperforms CPython's C-based stdlib json module by up to 2.96× after completing a 6-week Python-to-Rust cohort. His streaming par…
A security researcher used the AI-native tool Xint Code to scan the entire CPython source code, which identified a critical vulnerability (CVE-2026-6100) in the tarfile module within 30 minutes. The b…
This article demonstrates how to create a library in Rust and call it from Python (both CPython and PyPy) using the C Foreign Function Interface (CFFI), which offers lower call overhead than ctypes an…