After losing his job during layoffs at Atlassian, former engineer Vasilios Syrakis released a 38-minute YouTube video describing the large-scale systems he helped build during his eight years at the ...
A max-severity vulnerability in the latest Python FastAPI version of the ChromaDB project allows unauthenticated attackers to run arbitrary code on exposed servers. The flaw is tracked as ...
Millions of AI agents and tools around the world have been imperiled by a critical vulnerability that can allow hackers to breach the servers running them and make off with sensitive data and ...
一个仅需“1 个字符”即可触发的漏洞,正在威胁大量 AI Agent 与 MCP基础设施。 过去几年,AI 圈一直在疯狂讨论“大模型能力边界”。 但很多人忽略了一件事:真正危险的,未必是模型本身,而是那些把模型连接到真实世界的基础设施。当 AI Agent 开始接管邮箱 ...
你的脚本就像老房子里的家电——能干活,但没接入智能家居系统。灯得手动开,空调得自己调,洗衣机得走过去按启动。而MCP Server,就是那个智能插座。 你手上有十几个Python脚本,能查数据库、能发通知、能生成报表。每个都跑得好好的。但AI叫不动它们。
过去几年,AI 圈一直在疯狂讨论“大模型能力边界”。 但很多人忽略了一件事:真正危险的,未必是模型本身,而是那些把模型连接到真实世界的基础设施。当 AI Agent 开始接管邮箱、数据库、企业 SaaS、代码仓库、云资源,甚至工业设备时,一个原本看起来 ...
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