{"version":"1.0","generated_at":"2026-09-27T21:35:22.859597","id":1936,"slug":"weekly-picks-20260721","title":"2026-07-21 本周精选自动编排","summary":"系统根据高分内容自动沉淀出本周重点追踪。","abstract":"2026-07-21 本周精选自动编排 系统根据高分内容自动沉淀出本周重点追踪。 本周精选 GitHub Copilot代码审查新增防火墙、自定义设置步骤和独立运行器配置，允许从分支读取自定义指令，提升管理员和开发者的控制能力。 （评分 98） Kimi发布基于MoE架构的开放权重模型K3，拥有2.8万亿参数和百万token上下文，性能接近顶级闭源模型但价格提升，幻觉率上升，独立测试证实其竞争力。 （评分 98） Claude Code 的 artifacts 新增 MCP 连接器调用功能，支持构建按需获取信息并执行操作的动态仪表盘和应用，适用于 Pro、Max、Team 和 Enterprise 计划，但不适用于公开共享的 artifacts。 （评分 93） OpenAI CEO Sam Altman 希望看到人们用 5.6 SOL 构建的有趣作品，并会送出特殊礼物。 （评分 93） 一个面向编程AI智能体的开源内存项目在GitHub发布，支持通过SSH同步记忆数据。 （评分 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