Shared entity / Stack layer
Sebastian Raschka says delete or regenerate your AGENTS.md and SKILL.md files, because the hand-holding now constrains newer models
Ahead of AI (Sebastian Raschka)
Stack layer / Threat pattern
RAGFlow 0.27.2 rewrites its Agentic RAG retrieval framework and patches a starlette CVE
GitHub
Policy dependency / Stack layer
Retrieval that crosses into your dependencies' source, not just your repo, adds up to 6.3% pass@1 and survives version changes
arXiv 2609.09987
Policy dependency / Stack layer
CROSS-CATEGORY: Three Independent Agent-Action Gates Shipped in 48 Hours, All Judging the Command Against Stated Intent
Product Hunt, github.com/AGGIB/Stroq and rewarelabs.com (three independent sources; the 72% figure is Reware's own)
Stack layer / Update thread
AWS published a working recipe for self-hosting the 2.4-trillion-parameter Qwen3.8 on HyperPod with vLLM and NVFP4
AWS Machine Learning Blog
Stack layer / Contrast
A 3.8B model trained from scratch to 0.384 CORE for $998 on eight B200s
Hugo Vergnes (via Hacker News)
Stack layer / Contrast
Ecdysis: fix the harness only for failure patterns that recur across tasks, not for each single failure
arXiv 2609.11677
Policy dependency / Stack layer
Anthropic Gave EU Cybersecurity Agency ENISA Access to Mythos 5, Three Months After Release, and Still Withholds 5.1
Bloomberg