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 is out with explicit lazy imports, UTF-8 as the default encoding, frozendict and sentinel types, the Tachyon ...

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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Every morning, you want to get prices and inventory from a competitor's site. But every time the site's structure changes, ...

I'm not a developer, but I was able to use locally-installed AI to create a writing app suited to my needs. Here's how.

Sublime Text, the popular cross-platform source code editor, has released Build 4213, moving from Python 3.8 to Python 3.14 for Sublime Text’s plugin runtime. Python 3.3 remains for compatibility but ...

Get your Python environment ready on Windows in minutes — install from the command line with winget or set it up manually. You'll need the following: There are a ...

Antimony 3 extends the human-readable modeling language to support SBML Level 3 Core and its FBC, Distributions, Layout, and ...

Python 3.15 introduces lazy imports, UTF-8 as the default encoding, faster experimental JIT performance, and new profiling ...

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 ...

Human-curated Python news, projects, articles & tools. Support: patreon.com/pythonhub Suggest a Link: pythonhub.dev/submit/ ...