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Software Craft6 min read

Python 3.15's Most Useful Changes Flew Under the Radar

Python 3.15 ships lazy imports and a Tachyon profiler, but the quietly useful additions are TaskGroup.cancel(), fixed context manager decorators, and…

#python#asyncio#concurrency
Developer Tools5 min read

The VSCode extension that robbed GitHub

GitHub confirmed ~3,800 internal repos were stolen after one employee installed a trojanized Nx Console extension - and the attackers want $50K for the data.

#security#vscode#supply-chain
Developer Tools6 min read

Hosting a website on a $1 microcontroller

One programmer squeezed a real TCP/IP stack onto a $1 AVR chip using SLIP over serial. The site is slow, the TCP is buggy, and it loads.

#embedded#networking#avr
AI & Agents5 min read

A country of 500,000 just became OpenAI's first national AI experiment

Malta is giving ChatGPT Plus to every citizen who completes a 2-hour AI course. First real national AI pilot, or political vote-buying? HN has thoughts.

#ai#openai#chatgpt
AI & Agents5 min read

One minute of 720p video from a single GPU - how did we get here so fast?

SANA-WM is a 2.6B open-source world model that generates minute-long 720p video with 6-DoF camera control on one GPU. NVIDIA trained it on 64 H100s in 15 days.

#ai#video-generation#open-source
Developer Tools5 min read

XS: A 2.9 MB Binary That Is an Entire Programming Toolchain

XS packs compiler, debugger, formatter, package manager, and six backends into one 2.9 MB binary that runs on Linux, macOS, ESP32, and more.

#programming-languages#toolchain#compilers
AI & Agents5 min read

zerostack: the coding agent that runs on 8MB, not 8GB

A solo Rust developer shipped a full-featured coding agent with an 8MB RAM footprint. HN argues about whether that even matters.

#rust#coding-agents#developer-tools
Updated
AI & Agents10 min read

9Router: What It Is, Free AI Coding & Tiered Fallback Gateway Guide

What is 9Router? Complete guide to the open-source local proxy: multiplex 40+ LLMs, auto-fallback on quota limits, and 20-40% token compression for coding agents.

#ai#developer-tools#llm
AI & Agents5 min read

Open CTFs Are Now Pay-to-Win, and Frontier AI Did It

A top-10 CTF competitor argues that Claude Opus 4.5 and GPT-5.5 have automated enough of the scoreboard that open CTFs no longer measure human security skill.

#ctf#security#ai