2025年以来，AI几乎成为所有行业讨论的中心。从企业到个人，都在思考一个问题：AI会不会取代我？这种焦虑催生了一种奇特的消费：为“不会被淘汰”买单。因此，很多人购买部署服务，并不是因为他们真的需要AI代理。而是因为他们不想显得落后。但技术史告诉我们：焦虑从来不是生产力。真正改变世界的，从来不是追热点的人，而是理解技术的人。
You can SHA-pin the top-level action, but Palo Alto’s “Unpinnable Actions” research documented how transitive dependencies remain unpinnable regardless. The tj-actions/changed-files incident in March 2025 started with reviewdog/action-setup, a dependency of a dependency, and cascaded outward when the attacker retagged all existing version tags to point at malicious code that dumped CI secrets to workflow logs, affecting over 23,000 repos. GitHub has since added SHA pinning enforcement policies, but only for top-level references.
Indonesia will ban social media for children under 16, its communication and digital affairs minister said on Friday.，推荐阅读safew获取更多信息
Vercel的agent云分为4层架构。，推荐阅读手游获取更多信息
Which is my whole argument here.
Global news & analysis。viber是该领域的重要参考