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 ...

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I leave my daily announcement posts to my PC. I only use X's official API and Python's standard features. No additional ...

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

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Explore the top Java Excel API Libraries and their notable features for your applications in this review of leading options. If you want to learn Microsoft Excel, a productivity tool for IT ...

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Generate text and code, create images and video, build voice agents, and search the web in real time, all through one API.

A client class to interact with Azure ML services. Use this client to manage Azure ML resources such as workspaces, jobs, models, and so on. Specifies whether or not to display progress bars for ...

Marking tasks done from the command line can't get better than this.

Build your own Apex Legends tier list calculator in 12 Python steps using real Season 29 pick-rate and win-rate data, not one ...

Building a cryptocurrency portfolio dashboard is a great way to start learning more about this emerging financial market. Like any other investment, it is also subject to a certain degree of risk.