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AI Agents

OpenClaw Launches on Alibaba Cloud Simple Application Server

Alibaba Cloud is proud to announce that OpenClaw is officially supported on its Simple Application Server.

The More the Agent Is Used, the Smarter It Becomes? The AgentScope Java Online Training Plugin is Here!

This article introduces AgentScope Java's online training plugin for self-evolving AI agents using real production data and Trinity-RFT reinforcement learning.

Why Does Alibaba Cloud Want to Open Source the Data Collection Development Kit

The article introduces Alibaba Cloud’s open-sourcing of LoongSuite, a high-performance, low-cost data collection kit for AI Agent observability.

Is Your AI Agent Getting Dumber? Alibaba Cloud AnalyticDB Unveils AI Context Engineering

This article introduces AI Context Engineering, a framework on Alibaba Cloud's AnalyticDB that prevents AI agents from "getting dumber" by intelligently managing their context and memory.

From ReAct to Ralph Loop A Continuous Iteration Paradigm for AI Agents

The article introduces the Ralph Loop—a continuous, self-iterating paradigm that keeps AI programming agents working until tasks are verifiably complete.

Container Technology Evolution for LLMs and AI Agents

The article outlines how container technology is advancing to support LLMs and AI agents across data processing, training, inference, and deployment.

Hello AgentScope Java

This article presents AgentScope Java, a ReAct-powered framework for scalable, transparent AI agent development.

Flink Agents: An Event-Driven AI Agent Framework Based on Apache Flink

Flink Agents: An event-driven AI framework on Apache Flink for real-time, scalable, and autonomous AI applications.

Development Trends and Architecture Evolution of AI Agents

This article introduces the development trends, architectural evolution, and key challenges of AI Agents, along with Alibaba's open-source contributions to AI-native applications.

Don't Understand PromQL? AI Agents Help You with Large-scale Metric Data Analysis

The article presents PromQL Copilot, an Alibaba Cloud AI agent that converts natural language into precise PromQL queries to simplify large-scale Prometheus metric analysis.

The Moat of AI Agents Context Engineering

This article explains context engineering—the key edge for AI agents—and outlines retrieval, isolation, pruning, and compression strategies.

Building and Deploying AI Agents on Alibaba Cloud Using PAI and Vector Databases

This article provides a comprehensive roadmap to design, implement, and manage AI agents using Alibaba Cloud.

A Comprehensive Analysis and Practical Implementation of the New Features in the MCP Specification

This article provides a comprehensive analysis and practical implementation guidance on the new features introduced in the latest MCP Specification release.

Development Trends and Open Source Technology Practices of AI Agents

The article examines the latest development trends and open-source technology practices for AI Agents.