Claude 4.6 Opus just launched — so I put it head-to-head with Gemini 3 Flash in nine tough tests covering math, logic, coding ...

它用大约4000行Python代码，复刻了Clawdbot的核心智能体能力。Clawdbot的代码量是43万行，nanobot把这个数字压缩了99%。 这不是一个玩具项目。网页搜索、代码执行、文件读写、定时任务、持久记忆——一个能跑起完整"感知-决策-行动-学习"闭环的AI Agent该有的东西，它都有。

See 10 good vs bad ChatGPT prompts for 2026, with examples showing how context, roles, constraints, and format produce useful answers.

AI agents make decisions you can’t explain. AgentXRay reveals how black-box AI workflows can be reconstructed—and why trust is at risk.