How Copilot CLI's `/fleet` command works and how to use it: it automatically splits tasks, dispatches subagents in parallel, and schedules them while respecting dependencies.
Hugging Face's LLM post-training library TRL has reached v1.0. Stable/Experimental tiers, the stabilization of GRPO/DPO/SFT, and a roadmap that includes asynchronous GRPO all point to a more mature stack.
Testing See-through for anime character PSD decomposition: 23 generated layers, front/back hair separation, hidden-area inpainting, and what LayerDiff + Marigold actually produced from a single illustration.
Adobe CC's WAM component silently adds a detect-ccd.creativecloud.adobe.com entry to the Windows hosts file and uses it to detect installations from the browser. A breakdown of the mechanism and the broader pattern of major software taking control away from the OS and the user.
For the generation that hears Sakana AI's Namazu and thinks of the old full-text search engine, this is a collection of cases where software and service names collide with something else entirely.
A summary of how source maps bundled in the Claude Code npm package made over 510k lines of TypeScript visible, and how a branch-name command injection in OpenAI Codex could have allowed theft of GitHub tokens.
Cloudflare added a two-stage GNN+LLM cascade to its client-side malicious script detection, reducing false positives per unique script from 1.39% to 0.007% and opening the formerly paid Advanced features to self-serve customers.
A fake dependency plain-crypto-js was injected into axios 1.14.1 and 0.30.4 to install a RAT dropper via a postinstall hook. Complete attack chain from maintainer account compromise to C2 communication and self-deletion.
Ollama 0.19 switches the Apple Silicon backend to MLX, achieving 1,810 tokens/s prefill and 112 tokens/s decode. NVFP4 quantization support and cache improvements landed at the same time.
Qwen3.5-35B-A3B is an SSM+Attention hybrid where only 10 of 40 layers consume KV cache. Going from ctx-size 4096 to 65536 on llama-server + Vulkan added just 800MB VRAM with zero throughput loss. Tested on Strix Halo (Ryzen AI Max+ 395), with q8_0 KV quant benchmarks.
CVE-2026-22812 (CVSS 8.8) and CVE-2026-22813 (CVSS 9.4) were disclosed in the open source AI coding agent "OpenCode". Shell commands are executed via XSS of an unauthenticated HTTP server and Markdown renderer. The PoC has been published, with over 220,000 instances exposed online.
