Stack layer / Threat pattern
NVIDIA ships Nemotron 3.5 Lightning, a 30B MoE built for agent loops, plus NeMo Switchyard routing that cuts task cost to a third of Opus 4.8
NVIDIA Blog
Policy dependency / Stack layer
Linux 7.2-rc7 Lands With 400+ Fixes From 230+ Contributors and Torvalds Says AI Code Review Is 'the New Normal'
The Register (corroborated by Neowin; surfaced via r/singularity, 167up/44c)
Stack layer / Threat pattern
NVIDIA's Agent-Skill Security Scanner Shipped Two Patches in Ten Hours, Both About LLM Calls Failing Mid-Scan
GitHub
Policy dependency / Stack layer
Spotify Opened Xirp to Public Beta — an Incumbent Shipping the Meta-Harness Layer Above Claude Code, Codex and Gemini CLI
Spotify Portal Engineering Blog (corroborated by Product Hunt Aug 11 and Spotify Engineering on X)
Stack layer / Threat pattern
Zoom patches 'Zoomsday' zero-click RCE chain that researchers weaponized in under 24 hours with fewer than 20 AI prompts
Security Affairs
Stack layer / Threat pattern
GitHub's playbook for the orchestrator role: agents propose, deterministic checks decide
GitHub Blog
Stack layer / Contrast
ActBench: Attack Success Against Cowork Agents Ranges 10.1%–94.4% Across Models but Only 73.7%–94.4% Across Harnesses — the Model Matters More Than the Scaffold
arXiv 2608.09476
Stack layer / Contrast
NVIDIA Rewrote Its LLM Routing Proxy in Rust — Switchyard v0.2.0 Lands 193 Commits and Splits Into Five Crates
GitHub