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Floorplan, a free MIT-licensed plugin, scans your repo locally and has your coding agent label every part, producing a browsable map with a security health check. It was one of GitHub's top trending repos on November 2.
The MIT-licensed AiSOC ingests security telemetry, runs thousands of detection rules, has LLM agents investigate alerts and keeps a human in charge of any response. It runs on a laptop-class Docker setup with a small local model — here's what it does, what it needs and where it falls short.
Researchers found a malicious instruction file that tricked a coding agent into installing an unauthorized npm package — and reproduced it with a 90% success rate. Five settings that close the hole.
OLED, IP67 water resistance and an A20 Pro chip make it a real upgrade. But the price is up $100, there's no 120Hz, and the best chip is locked to the 512GB model.
A pan-and-tilt camera that screws into your porch light, open-ear buds that clip on, a phone mic for spatial audio, and a kids' phone with no internet. What each does — and the catch nobody puts in the headline.
An OLED touch MacBook Pro with a Dynamic Island, M6 updates to the 14-inch MacBook Pro and iMac, and a $22,299 Mac Studio. Pre-orders are open; everything ships November 6.
Colibri, a dependency-free C engine that keeps mixture-of-experts weights on NVMe and loads them on demand, is back on GitHub's daily trending list at about 47K stars. It really does run frontier-size open models on ordinary hardware, but independent tests show giant models crawl well below one token per second.
