What is harness engineering, and why we don't recommend you build it yourself (if you want to ship fast)
A harness is what makes your app agentic. Agent = Harness + Model However, harness engineering is complicated: context, tools, permissions, sandboxes, sessions and
China just put claude opus behind on two AI agent tests
On August 21, DeepSeek quietly released V4-Flash-Vision-Exp, an experimental multimodal model. In DeepSeek’s own published table, it scored higher than Claude Opus 4.8 on Agents’ Last Exam, 27.3 vs 25.7, and ZeroBench
DeepSeek V4 Flash Vision Exp on opencode has all my cameras.
Full gimbal control OBSBOT_Official and my S25+ in opencode.
[OpenSource - Large MoE Inference & Local AI]
Running massive 671B parameter Mixture-of-Experts (MoE) models like DeepSeek-V3 or DeepSeek-R1 usually requires enterprise server clusters costing tens of thousands of dollars. 🛑 ktransformers by Tsinghua University / kvcache-ai is
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