NewsSalesforce Agentic Work Units 2.4B AWUs 19T TokensSalesforce·medium signalXBlueskyLinkedInCopy linkSalesforce introduces AWU metric for AI agent productivity. 771M AWUs in Q4, up 57% QoQ. CIO skeptical but industry needs work-per-token standard.SourceSource pageSalesforce↳ Follow the threadShared entitySalesforce Leads $166M Into HiBob at $3.2B, Buying a Position in the Org-Data Layer Agents NeedHiBob (corroborated by Bloomberg, Calcalist and SiliconANGLE)Stack layer / Threat patternCodex users are getting 'Cyber Abuse' warnings from OpenAI for security-reviewing their own code, with appeals rejected then reversedr/OpenAI (79 upvotes, 58 comments)Stack layer / Threat patternLLM decompiler output that recompiles and passes every shipped test still diverges on other inputs, and can silently erase a disclosed CVEarXiv 2609.05370Stack layer / Threat patternGoogle's Gemini 3.8 Flash Cyber Is Gated Behind an Application-Only Program, Not SoldGoogle Blog (corroborated by Help Net Security and 9to5Google)Stack layer / Update threadSimon Willison reads OpenAI's spend chart and pins the late-July jump to internal GPT-6 Astra accesssimonwillison.netContrast / Update threadSide-Channel Papers Still Benchmark Against Proxies Set by Early Attack Work, Including at Top-Tier VenuesarXiv 2609.03893Stack layer / Update threadAndroid Studio Quail 4 Bundles Gemma 4 Locally With 23 Pre-Loaded Android SkillsAndroid Developers BlogStack layer / ContrastSpotify's Portal Cut One Engineer's Claude Code Token Use ~90% With PreToolUse Hooks and a Delegation SkillSpotify Engineering