Policy dependency / Stack layer
Cynative Ships an Open-Source Deep-Research Security Agent With Default-Deny Write Permissions
IT Security News
Policy dependency / Threat pattern
Compliance SaaS Pivots to Governing Agents: Vanta's AI Agent Reaches GA in July; Drata Declares 'AI Agent Governance' a New Category
Drata (corroborated by Vanta/SiliconANGLE)
Policy dependency / Threat pattern
Tool-Grounded LLM Agent 'TerraRepair' Lifts Terraform Security Fix Rates From 26.6% to 78.4%
arXiv
Stack layer / Contrast
Self-Hosted Open-Source Agents Emerge as the Default 'Anti-SaaS' Stack — 650K+ Combined Stars
Hacker News (Show HN) / GitHub Trending
Stack layer / Update thread
Runtime Agent-Governance Products Land Same Week: Codenotary AgentMon 3, Automox MCP Server 2.2, Attestiv DeepScan
AI Agent Store
Stack layer / Contrast
Empirical Study: Microsoft's Early-2026 Rollout of Claude Code and GitHub Copilot CLI
arXiv / Hacker News
Stack layer / Contrast
Andrew Ng's Three-Loop Model for AI-Native Product Building: Minutes (Agent), Hours (Developer), Days (Market)
The Batch (DeepLearning.AI)
Stack layer / Update thread
Tencent Releases 1-bit and 4-bit Hunyuan 3 — a 295B Model Deployable on a Single GPU
Latent Space (AINews) / Tencent