"You're shopping for a partner… going through possibly dozens of people on the dating app until you get to a point where you go… I need to stop," he says.
The big finding: Claude Code builds, not buys. Custom/DIY is the most common single label extracted, appearing in 12 of 20 categories (though it spans categories while individual tools are category-specific). When asked “add feature flags,” it builds a config system with env vars and percentage-based rollout instead of recommending LaunchDarkly. When asked “add auth” in Python, it writes JWT + bcrypt from scratch. When it does pick a tool, it picks decisively: GitHub Actions 94%, Stripe 91%, shadcn/ui 90%.，更多细节参见同城约会
从最终效果来看，这类 Expert 和传统 Agent 最大的区别在于，它从边聊天边拼凑，转成了沿着一条完整生产流程在推进，结果的稳定性和完成度明显更高。，详情可参考同城约会
In place of Anthropic's previous tripwires, it will implement new "Risk Reports" and "Frontier Safety Roadmaps." These disclosure models are designed to provide transparency to the public in place of those hard lines in the sand.
沿着习近平总书记指引的方向，各地各部门坚持五级书记抓乡村振兴，推动各项政策有序落地，一幅农业更强、农村更美、农民更富的乡村振兴新画卷正徐徐展开。