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不用 LangGraph / AutoGPT，纯 Python 手搓 AI Agent，真的可行吗?

在真实工程项目中，不使用 LangChain、LangGraph、CrewAI 等框架，纯用 Python + LLM API 手动实现 AI Agent 不仅完全可行，而且在许多场景下是更优选择。 Anthropic 官方明确建议开发者”从直接使用 ...

This distro makes it easy to switch from Windows to Linux - here's how

ZDNET's key takeaways VailuxOS is a Linux distribution that looks like Windows.With a Debian base and KDE Plasma GUI, this ...
Security Boulevard

Arcjet Python SDK Sinks Teeth Into Application-Layer Security

A new Arcjet SDK lets Python teams embed bot protection, rate limiting, and abuse prevention directly into application code.
CNX Software

Raspberry Pi AI HAT+ 2 review – A 40 TOPS AI accelerator tested with Computer Vision, LLM ...

Raspberry Pi sent me a sample of their AI HAT+ 2 generative AI accelerator based on Hailo-10H for review. The 40 TOPS AI ...

Linus Torvalds has started vibe coding, just not on Linux

The project, called AudioNoise, appeared on Torvalds' GitHub earlier this month. Written primarily in C, the program explores digital audio effects and signal processing. It grew ...

17 New Excel Features for 2026 to Speed up Your Work

Discover 17 new Excel features and functions for 2026, so you track edits and data faster. Including auto-refreshing pivots ...

I did not expect this 16-inch Windows laptop to effectively replace my MacBook Pro like this

Geekom produces some high-quality products at not-so-high-quality prices, and the Geekbook X16 is no exception.

I didn't expect a 16-inch Windows laptop to crack my top five - but this is a gem

Geekom produces some high-quality products at not-so-high-quality prices, and the Geekbook X16 is no exception.

Build a Raspberry Pi AI Voice Assistant with ElevenLabs Conversational AI

Build a voice assistant on Raspberry Pi using ElevenLabs and Open Meteo, so you get live forecasts hands free.