现在，AI 助手已经能够帮我们写文章、生成代码、整理资料，甚至操作浏览器完成一些复杂任务。 虽然 AI 越来越聪明，但却很难真正成为一个长期陪伴、持续工作的私人助手。 比如，每次开启新对话，都需要重新介绍自己的工作背景、项目进度和使用习惯。想让 AI ...

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 ...

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...

Python 3.15.0 was released on October 9, 2026. The "Removed" section of the official "What's New in Python 3.15" document ...

Python 3.15's UTF-8 default reduces environment-dependent behavior when no encoding is specified. We look at what it means ...

I built a system to control a Nintendo Switch from a PC and have been using an AI (Claude) to play Pokémon FireRed. Up until ...

Tired of juggling scripts and commands? Discover how Makefiles organize your development workflow with one simple interface.

The Microsoft Quantum Development Kit (QDK) Python package includes local quantum simulators that you can use to test and develop quantum programs. This article explains how to install the simulators ...

How OpenAI’s Core Experimentation team uses Codex to remove unused code, clean up stale experiments, and improve CI.

The tiniest AI model I've tried on a Raspberry Pi 5 is only 29MB, and it's surprisingly handy ...

Google paid $90,000 after a DevSite flaw exposed a signing secret in a session cookie, enabling session forgery and remote ...

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