先别数功能，看看这个代码代理怎样把“自主”关进工程边界。 oh-my-cli 用 TypeScript 拆分 provider、agent、tools、workspace 与 approval，再用文件夹信任、路径约束、命令策略三层兜底。会话采用 JSONL、原子检查点和旁路压缩；模型、MCP、工具则走版本化契约。Node 22 和治理复杂度是门槛，但很适合研究可审计、可恢复的 CLI…

1/ 2.4T total parameters is not the full deployment story. Qwen reports 95B active parameters and says Max-class open weights arrive next week. The important question for builders: what is active per…

Alibaba's complete launch note includes the architecture summary, benchmark tables, autonomous coding runs, professional-work evaluations, pricing, API configuration, and evaluation caveats.

Alibaba's Qwen3.8-Max is interesting for a reason that the benchmark screenshots alone miss. It looks less like another chatbot release and more like an attempt to combine four kinds of intelligence…

Alibaba's Qwen3.8 is now the highest-ranked Chinese text model on Arena and No. 2 globally on Vision Arena. With 2.4 trillion total parameters and 95 billion activated per request, it is Alibaba's…