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本文介绍了在火山引擎、腾讯云、阿里云、百度智能云四大国内云服务商上部署OpenClaw/ClawdBot的入口链接、教程及参考价格，为技术团队提供快速上手指南。 原文翻译： This article introduces the entry links, tutorials, and reference prices for deploying OpenClaw/ClawdBot on four major domestic cloud service providers: Volcengine, Tencent Cloud, Alibaba Cloud, and Baidu AI Cloud, providing a quick start guide for technical teams.

This week's DEV community thread highlights developers' wins including becoming a speaker at JSNation 2026, getting featured in This Week in React newsletter, and winning the Notion MCP challenge. 原文翻译： 本周DEV社区线程重点介绍了开发者的胜利，包括成为JSNation 2026的演讲者、在This Week in React新闻通讯中亮相以及赢得Notion MCP挑战。

Abso is a lightweight, OpenAI-compatible JavaScript library that provides a unified interface for calling multiple LLM providers (OpenAI, Anthropic, Groq, Ollama, etc.) with full type safety. It suppo

This document compiles the most helpful resources for understanding AI engineering, covering ML theory, foundation models, evaluation, prompt engineering, RAG, finetuning, dataset engineering, inferen

GPT-3 demonstrates that scaling language models to 175 billion parameters enables few-shot learning across diverse NLP tasks without task-specific fine-tuning, achieving competitive performance through text-only interaction. 原文翻译： GPT-3通过将语言模型扩展到1750亿参数，实现了跨多种NLP任务的少样本学习，无需任务特定微调，仅通过文本交互即可达到竞争性性能。

The Boswell Test is an automated framework for comparative analysis of Large Language Models (LLMs) through peer-review evaluation, where models grade each other's essays across multiple domains to calculate a comprehensive Boswell Quotient score. 原文翻译： Boswell测试是一个自动化框架，通过同行评审评估对大语言模型进行对比分析，模型在多个领域相互评分论文，以计算全面的Boswell商数得分。

The OpenAI Agents SDK is a lightweight, provider-agnostic Python framework for building multi-agent workflows with features like sandbox agents, tools, guardrails, and real-time voice support. 原文翻译： OpenAI Agents SDK 是一个轻量级、提供商无关的 Python 框架，用于构建具有沙盒代理、工具、护栏和实时语音支持等功能的多智能体工作流。

This article details a multi-agent autonomous system that generates high-quality instruction datasets for fine-tuning local LLMs, achieving 1,065 professional pairs in 72 hours with zero API costs using a three-agent workflow (Curator, Producer, Critic) and local hardware. 原文翻译： 本文详细介绍了一个多智能体自主系统，用于生成本地大语言模型微调所需的高质量指令数据集。通过三智能体工作流（策划者、生产者、批评者）和本地硬件，在72小时内生成了1,065个专业指令对，且无需API成本。

Zep introduces a novel memory layer service for AI agents that outperforms MemGPT in the Deep Memory Retrieval benchmark and excels in enterprise temporal reasoning tasks through its Graphiti knowledge graph engine. 原文翻译： Zep推出了一款新型AI智能体记忆层服务，在Deep Memory Retrieval基准测试中超越了MemGPT，并通过其Graphiti知识图谱引擎在企业级时序推理任务中表现出色。

GeoStorm is an open-source AI perception monitoring tool that tracks how AI models like GPT, Claude, and Gemini recommend and perceive software projects, providing alerts for changes in rankings, competitor emergence, and recommendation share. 原文翻译： GeoStorm是一款开源AI感知监控工具，用于追踪GPT、Claude、Gemini等AI模型对软件项目的推荐和感知情况，当排名变化、出现新竞争对手或推荐份额下降时提供警报。