Policy dependency / Stack layer
A controlled ablation on a production science agent finds the model choice dominates topology and prompting, and a PPO policy nearly matches it for free
arXiv
Stack layer / Threat pattern
AccuKnox Launched AgentZ, Pitching Itself as an AI Platform With Security Built In Rather Than a Security Product With AI
AccuKnox via GlobeNewswire
Stack layer / Contrast
CopilotKit shipped three tags in six days including a same-day Python SDK release, at 37,068 stars
GitHub
Policy dependency / Stack layer
Halofy ships an open governance layer for agents with identity, policy, provenance, audit and signed erasure
GitHub
Stack layer / Update thread
Google Cloud Shipped Gemini Enterprise for Financial Services With 50 Skills, 13 Connectors and a Partner Agent Marketplace
Google Cloud Blog (corroborated by PRNewswire, 2026-08-25 12:00)
Policy dependency / Stack layer
WebMCP-Phalanx blocks all 80 tool-description injections in a browser agent, then gets bypassed by a malicious tool name called before inspection
arXiv
Stack layer / Contrast
Cline v4.1.16 fixes hooks resolving from global state, and starts redacting credentials embedded in git remote URLs before they reach the model
GitHub (cline/cline)
Policy dependency / Stack layer
GitHub Ships Global Model Policy GA and Auto-Update for Enterprise Plugin Marketplaces
GitHub Changelog