NewsBackslash Raises 19M Plus Palo Alto SHIELD for Vibe Coding SecuritySiliconANGLE·medium signalXBlueskyLinkedInCopy linkVibe coding security graduates to funded product category. Backslash 19M raise, Palo Alto ships SHIELD governance framework. 69 vulnerabilities found across platforms.SourceSource pageSiliconANGLE↳ Follow the threadPolicy dependency / Stack layerCROSS-CATEGORY: Three Independent Agent-Action Gates Shipped in 48 Hours, All Judging the Command Against Stated IntentProduct Hunt, github.com/AGGIB/Stroq and rewarelabs.com (three independent sources; the 72% figure is Reware's own)Stack layer / Threat patternCROSS-CATEGORY: Four Rounds Closed on One Day, All Arguing the Incumbent's Data Model Is the Thing That BreaksSiliconANGLE, PR Newswire and TechCrunch (four independent primary announcements)Stack layer / Threat patternalphaXiv shipped OpenResearch, a Rust runner for parallel research agents across any modelGitHub TrendingPolicy dependency / Stack layer83.3% of 281 open-source AI contribution policies permit AI code, but 67.3% demand a high level of human involvementarXivPolicy dependency / Stack layerPattern: the agent config layer is being treated as an unmanaged dependency graph, and three independent sources said so this weekarXivStack layer / Threat pattern16% of 3,171 public agent-harness setups carry a confirmed security defect, and 3.8% ship a skill that pre-approves your shellarXivStack layer / Threat patternEdge0 runs a 35B MoE on Apple Silicon in 2.9 GB of active memory by streaming experts off SSDGitHubStack layer / Threat patternPydantic AI 2.42.0 adds a first-class provider for GitHub Copilot's OpenAI-compatible APIGitHub