NewsDeepSeek V4 Expected Feb 17: 1M+ Context, Open-Weight, Consumer GPUWaveSpeed AI·high signalXBlueskyLinkedInCopy linkDeepSeek V4 targets coding dominance with 1M+ tokens, Engram memory, consumer hardware (dual RTX 4090). Open-weight expected. Internal tests claim it beats Claude and GPT on coding.SourceSource pageWaveSpeed AI↳ Follow the threadPolicy dependency / ContrastCORAL Puts an LLM Agent in a Live Closed Loop on Production Recommenders and Wins Two A/B TestsarXiv 2609.02730Stack layer / ContrastOpenClaw 2.0 Ships With 16,000 Merged PRs and Detects Your Existing ChatGPT and Claude Subscriptions Instead of Asking for API KeysInfoQ (corroborated by Dataconomy)Policy dependency / Stack layerFour advisories land on Databricks' Omnigent meta-harness, one critical, all reported by an autonomous security agentGitHub Security AdvisoriesStack layer / Threat patternGitSpawn: opening a folder is enough to run attacker code in seven coding agentsManifold SecurityStack layer / Threat patternCVE-2026-71963: Hermes Agent RCE stayed open through six unanswered vendor contactsNVDPolicy dependency / Stack layerCROSS-CATEGORY: Four Unrelated Vendors Shipped Agent Authorization Control Planes Inside 48 HoursJetStream (corroborated by Genesys Xperience 2026 coverage, aiagentstore.ai and Hacker News Show HN)Stack layer / ContrastPutting the Reasoning Trace Before the Context Instead of After Lifts GraphWalks Exact Match From 29% to 82%arXiv 2609.02702Stack layer / ContrastA model-neutral agent harness matched Claude Managed Agents' solve rate on 63% fewer tokensr/LocalLLaMA