People who haven't refined their taste frequently spend months on problems
Concurrently, LinkedIn intensified monitoring of precisely those tools the regulation aimed to safeguard. Their surveillance catalog expanded from approximately 461 items in 2024 to exceeding 6,000 by February 2026. Rather than permitting third-party tool integration as mandated, LinkedIn established monitoring mechanisms to identify and penalize users of such utilities.
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因为传统应用是静态的，代码写好后功能就确定了。agent是动态的。它会根据用户输入自主决策，它会自己调用工具、生成代码，它的行为不是完全可预测的。
alias ast_C134="ast_new;STATE=C134;ast_push"