New Shai-Hulud attack trojanizes 19 science-focused PyPI packages

Hackers compromised 19 packages on the PyPI, collectively downloaded hundreds of thousands of times, in a new Shai-Hulud ...
winbuzzer.com

Perplexity Lets AI Agents Write Their Own Search Code

Perplexity introduced Search as Code as a reference architecture for AI-written Python search workflows, following its 2025 real-time Search API. The new approach shifts the pitch from repeatedly ...

OpenAI and Anthropic's next lock-in play: Databases of coding intent

Samuel Colvin, CEO of Pydantic, sees the top AI frontier labs creating databases of coding intent.
How-To Geek on MSN

Claude's no-code canvas replaces hours of Python debugging in minutes

I ditched my terminal for Claude's built-in code executor, and I'm not going back.
PCMag

Gemini 3.5 Flash Is the Fastest AI Coding Model I've Used...and Extremely Error-Prone

Gemini 3.5 Flash is shockingly fast at generating code and spinning up agents, but that speed comes at a cost: sloppy ...
InfoWorld

Pyrefly 1.0: A fast, forward-looking Python linter

Meta’s Rust-powered linter and type checker for Python pairs blazing speed with advanced and innovative features.

The Agentic Reckoning: Enterprise AI organizations have a runtime problem, not a model problem — and most are building the wrong solution

VentureBeat surveyed 132 enterprise AI leaders: the production failure point isn't the model — it's the runtime layer most ...
IEEE

Distance Properties of Punctured Simplex Codes and Design of High-Rate PRC-LDPC Codes for Complexity-Constrained Applications

Abstract: Cyclic simplex codes are usually deemed as impractical because of their extremely low rate and large codeword length for practical values of the code dimension. To address these limitations, ...