Shared entity / Stack layer
IBM released Granite Time Series PatchTST-FM-r2 with a commercial-friendly license
Hugging Face Blog (IBM Research)
Stack layer / Threat pattern
16% of 3,171 public agent-harness setups carry a confirmed security defect, and 3.8% ship a skill that pre-approves your shell
arXiv
Policy dependency / Stack layer
MemSentry gates persistent memory writes on a signed security-state delta rather than on content classification
arXiv
Policy dependency / Stack layer
Pattern: the agent config layer is being treated as an unmanaged dependency graph, and three independent sources said so this week
arXiv
Policy dependency / Stack layer
GitHub Code Quality lets you hand 25 findings to Copilot in one action and get a PR back
GitHub Changelog
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)
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
Stack layer / Threat pattern
AgentAudit attaches to a running agent and scores its trace on ten dimensions, exposing 95.1 vs 22.6 trust spreads at similar task completion
arXiv