Author(s): Jiachen Xie, Jianteng Wang, Xudong Rong, Dongdong Zhao, Enzuo Liu, Chunnian He, Chunshen Shi, Naiqin Zhao
The concept that enables this is backpressure: automated feedback mechanisms (type systems, tests, linters, pre-commit hooks) that let agents detect and correct mistakes without human intervention. If you want autonomy, you need backpressure. Otherwise you end up with a slop machine. This extends to security too. Vercel's CTO makes the case that agents, the code they generate, and your secrets should live in separate trust domains, because a prompt injection buried in a log file can trick an agent into exfiltrating your credentials if everything shares one security context. Security boundaries are backpressure: they constrain what an agent can do when it goes off the rails, not just what it should do.
Mixed isometric + vanishing point,更多细节参见搜狗输入法
"The allowance I get is just a pittance. I'm a business-minded person [and] I support my husband [by] running our private businesses," she said.
,这一点在谷歌中也有详细论述
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Credit: Timothy Werth / Mashable,详情可参考超级工厂