Vibe CodingWindsurf Arena Mode: 40K Blind Votes, Speed Matters MostWindsurf Blog·high signalXBlueskyLinkedInCopy linkFirst real-world in-IDE benchmark. Opus 4.6 tops overall. Speed matters as much as quality. No model exceeds 80% win rate.SourceSource pageWindsurf Blog↳ 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 pattern16% of 3,171 public agent-harness setups carry a confirmed security defect, and 3.8% ship a skill that pre-approves your shellarXivPolicy dependency / Stack layerAgents hit 80% F1 deciding whether a dependency CVE is exploitable, but fall below 70% explaining whyarXiv 2609.08040Policy dependency / Stack layerPaul Christiano Joins the OpenAI Foundation Board and Its Safety and Security CommitteeOpenAI BlogStack layer / Threat patternRAGFlow 0.27.2 rewrites its Agentic RAG retrieval framework and patches a starlette CVEGitHubStack layer / ContrastOUI-1 Is a 26B/4B-Active Model Fine-Tuned to Emit Interfaces, Not JSON, and It Runs on One RTX 5090 in 1.9 SecondsOpenUI blogPolicy dependency / Stack layerTerence Tao proposes labeling problems "analysis-required" so a bare AI answer earns nothingsimonwillison.netStack layer / Contrast67% of Material Changes to Frontier AI Safety Frameworks Are Made Without the Developer Saying SoarXiv 2609.08789