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 layerLangChain ships a first-party integration that deliberately does not wrap the vendor's SDKGitHubPolicy dependency / Stack layerFigure's Helix 2.5 raises zero-shot household task success from 9% to 56% across 30 homes it never trained onFigure (via r/singularity, 180 and 242 upvotes across two threads)Policy dependency / Stack layerA Cheap Read-Only Verifier Captures Nearly All the False-Pass Benefit of a Full Planning StackarXiv 2609.20474Policy dependency / Stack layerCROSS-CATEGORY: On the Same Day, Anthropic Moved Into Documents and Decks While OpenAI Moved Into Ad Sales, CRM and EcommerceThe Next Web and Search Engine Land (two independent same-day writeups of two separate primary announcements)Policy dependency / Stack layerOpenAI Agents SDK 0.22.3 aligns conditional approvals with validated tool argumentsGitHub ReleasesStack layer / Threat patternPlugin4Shell: One SHA-Pinning Bug Gives Zero-Click RCE in Claude Code, Codex, Copilot and Gemini CLIHelp Net Security (corroborated by The Register)Stack layer / Threat patternHierarchos-Native trains 143 Transformer architectures on Rust and Vulkan with no CUDA or PyTorchGitHub / necat101 (via r/LocalLLaMA)Stack layer / Threat patternCactus Needle 3 is a 121M-parameter tool-calling model that ships in 8-29MB slices and refuses to chatCactus Compute / Hugging Face (via r/LocalLLaMA, 183 upvotes)