2026 年 9 月 22 日 Claude Opus 5.5 发布后,社交平台上很快出现了大量 “一句话出片” 的作品:十几秒的动效作品集、带旁白的科普短片、配着钢琴曲的动态设计,甚至还有一支两分半钟的完整 MV。 于是不少人得出了两个结论:要么是 ...
InfoQ中国 on MSN
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 ...
Python 3.15.0 was released on October 9, 2026. The "Removed" section of the official "What's New in Python 3.15" document ...
It has been over half a year since I started using AI agents in earnest.It has been a long time since it became a normal part ...
Google paid $90,000 after a DevSite flaw exposed a signing secret in a session cookie, enabling session forgery and remote ...
How OpenAI’s Core Experimentation team uses Codex to remove unused code, clean up stale experiments, and improve CI.
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I copied a Python dictionary, but the original still changed. Here's how shallow copies, shared references, and deep copies ...
Splice it in with one filter_complex: the original audio up to the start (atrim, then a 10 ms afade out), the new voice ...
Python has become one of the most popular programming languages in data science because it combines simplicity, flexibility, and powerful analytical capabilities. Professionals use Python to collect, ...
A critical vulnerability in Google’s shared DevSite platform could have allowed an unauthenticated attacker to forge Flask ...
An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent ...
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