Running AI on a standard laptop | A record of installing gpt-oss and Qwen3 with Ollama to check speed, safety, and mechanics

With ChatGPT and Claude, the text you input is sent to a server on the other side of the internet, where the answer is ...
shattered.io

Switch 2 Games List: Build a Tracker in 12 Steps [2026]

Build a Python tracker for the Nintendo Switch 2 games list: scrape, dedupe, alert on new releases, and export a shareable ...
KDnuggets

7 Checks to Run Before Trusting AI-Generated Code

Your first check should not be ChatGPT, Copilot, Claude Code, or another model. Build analytics, AI, and leadership skills.
XDA Developers

I rebuilt my most complicated Excel workbook in Python with an AI agent's help, and I'm not going back

Excel isn't useless here, either. Poking one number and watching everything move is instant, and Excel's own Python in Excel ...

"Installation successful"—but it doesn't work: 10 places where things go wrong silently between "installing" and "running" a package

Both pip install and pnpm add finished with success on the last line. The names are in the lock file, too. Yet, when I run it ...

Python 3.15 goes global with UTF-8 support

Today all the cool languages and runtimes pledge allegiance to UTF-8, including Rust, Go, and Node.js (JavaScript itself prefers UTF-16 for internal encoding). Most code editors, from Visual Studio ...
InfoQ

ZCS Command Injection via SNMP Handlers Enables Unauthenticated Remote Code Execution

A critical remote command execution vulnerability in the Zimbra Collaboration Suite, identified as CVE-2026-73570, poses ...
BetaNews

Python 3.15 arrives with lazy imports, UTF-8 by default and a faster JIT

Python 3.15 is out with explicit lazy imports, UTF-8 as the default encoding, frozendict and sentinel types, the Tachyon ...

Python 3.15 released: Lazy imports, UTF-8 and new data types

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

Can a Samsung phone replace my laptop for coding? Termux and DeX say yes

I've always been a big fan of Watch Dogs 2, and the idea of running around with a fully-fledged cyberdeck on my phone has ...
Analytics Insight

Three Ways to Speed Up Python Code With Numba: A Practical Guide

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...
linuxiac

Python 3.15 Released with Faster JIT, Lazy Imports, and UTF-8 by Default

Python 3.15 introduces lazy imports, UTF-8 as the default encoding, faster experimental JIT performance, and new profiling ...