AgentsEnterprise AI Agent Security 80 Percent Report Risky BehaviorsHelp Net Security·high signalAIUC-1 Consortium: 80% enterprises observe risky agent behaviors, only 21% have complete visibility into agent permissions. 1,200 unofficial AI apps average.SourceSource pageHelp Net Security↳ Follow the threadPolicy dependency / Stack layerCynative Ships an Open-Source Deep-Research Security Agent With Default-Deny Write PermissionsIT Security NewsStack layer / Threat patternBackendForge: Best Coding Agent (GPT-5.5) Deploys Correct Backends Only 28.6% of the Time Under a Strict OraclearXivStack layer / Threat patternMCPZoo Study: Scanners Call 96.89% of MCP Servers 'Risky' — But Under Half of Those Alerts Are RealarXivStack layer / Threat patternProgress ShareFile Storage Zone Controllers Flagged for a Cybersecurity ThreatTech StartupsStack layer / Threat patternWire Analysis: xAI's Grok Build CLI Silently Uploaded Entire Repos to a Google Cloud Bucketcereblab wire analysis / Hacker News (corroborated by The Hacker News, Glitchwire)Policy dependency / Threat patternCompliance SaaS Pivots to Governing Agents: Vanta's AI Agent Reaches GA in July; Drata Declares 'AI Agent Governance' a New CategoryDrata (corroborated by Vanta/SiliconANGLE)Stack layer / Threat patternBetterCloud Launches AI-Native SaaS Management Platform to Govern the Agent Sprawl It Helped CreateBetterCloudStack layer / Threat patternNVIDIA Launches Nemotron Labs to Push Open, Controllable Enterprise/Sovereign ModelsNVIDIA Blog