最后，Xcode的复杂性使得修复问题变得更加困难。修复一个模块可能会导致其他模块出现新的问题，开发者常常面临“打地鼠”的局面：你修复了一个问题，另一个问题却接踵而至。这种复杂的关系让苹果在修复Xcode时变得小心翼翼，甚至宁愿选择不去动它。

早在2023年，就有爆料称苹果已经创建了大模型框架Ajax，要打造「Apple GPT」。但时至今日，苹果的自研大模型还是遥遥无期。最近，苹果基础模型团队核心人员持续离职，严重拖慢了苹果自研AI的进度。

Xcode 26.3引入了三个新的框架，全是和IDEIntelligence相关，第一个就是Agent。 赶快去更新吧！ 不过App Store里还没有最新的26.3，目前还是26.2，估计还需要等待几天。 但是你可以通过官网直接下载。

相较于此前Xcode 26引入的ChatGPT与Claude模型的代码补能力，此次升级不仅开放了对 Claude Agent SDK的原生支持 ，还通过Model Context Protocol （MCP）标准实现 与更多Agent系统的兼容。

IT之家 2 月 4 日消息，苹果公司昨日（2 月 3 日）发布 Xcode 26.3 更新，首次将“智能体编程”（Agentic Coding）引入原生开发环境， 正式确认该开发工具从“被动编辑”转型为“主动协作”。

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