3 related articles

A Rust-based AI Agent evaluation framework uses the GAIA benchmark to compare GPT, Claude, DeepSeek and other models with no tools. Results show pure LLMs cap at ~25% accuracy, revealing why tool use is decisive for Agents.

Simon Willison releases asyncinject 0.7, fixing bugs proactively discovered by Claude. This case shows AI evolving from passive coding assistant to active code reviewer and collaborator.
教程攻略Learn how to build a production-grade AI Agent chat app with LangChain and FastAPI, covering streaming tokens, asyncio parallel tool calling, SerpAPI async conversion, and structured output.