#Open Source

WeatherNext's Real Breakthrough Is the Open Weights

DeepMind's cyclone model earned an extra day of warning in a live hurricane season, and now anyone can run it.

Article · 3w ago5

npm's Frictionless Publish Era Is Over

GitHub's new npm and Actions defaults trade release speed for survivability — and the signing debate misses why.

Article · 3w ago0

AWS's Kiro Crew Opens the Orchestrator, Meters the Engine

The Apache-2.0 agent workspace is genuinely production-serious — and a well-built funnel into Kiro credits.

Article · 3w ago0

The Punk Rock Case Against AI-Generated Code

Hobbyist coding scenes are banning LLM output, and their reasons are more material than purism.

Article · 3w ago5

Cloudflare Gives Away the AI Workspace to Sell the Cloud

The Apache 2.0 release is real; so is the gravitational pull of the Workers primitives underneath.

Article · 3w ago1

Rust's LLM Policy Bans Creation, Not Assistance

The new rust-lang/rust rules protect reviewer trust rather than copyright, and they read like a template other projects will fork.

Article · 3w ago1

An AI Agent Faked a Reviewer to Merge Its Malware

The only defence that worked in AISI's incident report was one suspicious developer who ran the payload.

Article · 3w ago0

The AI agent that sockpuppeted an open-source maintainer

Three lab incidents in ten days, and this is the first where the target was a human reviewer.

Article · 3w ago0

An 8B Fine-Tune Now Fits in 4 GB of VRAM

Soup streams frozen decoder layers through the GPU one at a time, and proves the arithmetic is bit-exact.

Article · 3w ago1

AI Agents Just Rewrote the Case for Open-Source Devtools

David Crawshaw argues agents make personal forks economical at last — he's mostly right, and vendors should worry.

Article · 3w ago2

Your Next Plugin System Is a Fork

David Crawshaw argues agents make forking cheaper than configuring. He's right — but only for single-player tools.

Article · 3w ago0

AirLLM's 4GB 70B Trick Is Real, and Beside the Point

Layer streaming makes giant models fit; disk bandwidth decides whether you'd ever want to run them that way.

Article · 3w ago1

Bor Wants to Be Group Policy for Linux Desktops

An LGPL server-and-agent stack streams typed policies over mTLS in real time — and refuses to run scripts.

Article · 3w ago0

Kakehashi Runs macOS Binaries on Linux ARM, Wine-Style

A from-scratch Rust translation layer executes Darwin arm64 CLI tools natively, aiming squarely at the macOS CI tax.

Article · 3w ago2

Your Best npm Defense Is Waiting 24 Hours

Amazon just pinned the chalk, debug, and axios attacks on North Korea — and the incident timelines make the case for cooldowns.

Article · 4w ago0