Hello, this is k-chan.One evening, while casually glancing at the past log files of my daily processes, a chill ran down my ...
IntroductionContinuous offensive security testing (COST) is a model for running adversary-style tests whenever something material changes, such as a release, a new internet-facing asset, or a change ...
Autonomous AI agents can actively locate infrastructure flaws and zero-days to exploit ‘shortcuts’ in assigned tasks.
With the evolution of generative AI, "AI agents" that autonomously perform tasks are attracting attention in the business ...
AI agents like Claude Code can debug a gnarly infrastructure failure, stumble on a brilliant fix, and then wake up the next morning with total ...
Чи має сенс вчити програмування, якщо AI генерує код? Розбираємо, які навички розробника продовжують бути базовими і ...
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从 Demo 到生产:AI Agent 缺的到底是什么?
搭一个 AI Agent Demo,可能一个下午就够了。但要把它真正做到可以投入生产,完全是另一回事。 一个生产级 Agent 必须稳定在线、足够安全、控制好成本,而且当它不可避免地出问题时,你还得有足够的可观测性去弄清楚到底哪里出了错。这些能力几乎都不是模型本身提供的,而是来自你围绕模型搭出来的所有东西:记忆、工具访问、模型路由、护栏、成本控制,以及当 ...
2026年9月,全球科技圈突然‘静音’了一秒——不是服务器宕机,而是Google按下了暂停键。10月1日起,其广受开源社区信赖的Open Source Software Vulnerability Reward Program(OSSVRP,开源软件漏洞奖励计划)正式进入‘冬眠模式’。没错,这个曾被誉为‘白帽黑客黄金通道’、累计发放超4000万美元奖金的项目,因一场由AI掀起的‘报告海啸’被迫紧急 ...
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