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Alibaba Cloud Developer
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Alibaba Cloud Developer

Alibaba's official tech channel, featuring all of its technology innovations.

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Recent Articles

Latest from Alibaba Cloud Developer

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Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 27, 2026 · Information Security

How ABACI AI Agent Automates Linux Kernel Fuzzing, Bug Attribution, and Patch Generation

The article presents ABACI, an AI‑driven kernel defect intelligent agent that automates the entire lifecycle of Linux kernel fuzzing, from test deployment and crash analysis to root‑cause bisect, fix‑bisect, and LLM‑generated patch creation, dramatically reducing manual effort and accelerating vulnerability remediation.

LLMLinuxPatch Generation
0 likes · 23 min read
How ABACI AI Agent Automates Linux Kernel Fuzzing, Bug Attribution, and Patch Generation
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 26, 2026 · Artificial Intelligence

Why Function Calling, MCP, and Skills Matter for Modern AI Agents

This article explains the core concepts of Function Calling, Model Context Protocol (MCP), and Skills, showing how they build on each other to enable reliable tool use, reduce integration costs, and let users define complex workflows with natural language.

AIAgentsFunctionCallingLLMIntegration
0 likes · 18 min read
Why Function Calling, MCP, and Skills Matter for Modern AI Agents
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 25, 2026 · Artificial Intelligence

Why AI Agents Beat Traditional Code and Workflows: Exploring ReAct

This article compares traditional hard‑coded programming, visual workflow tools, and ReAct‑based AI agents, showing how agents let natural language drive decisions, reduce maintenance cost, and enable dynamic, user‑friendly solutions, with concrete code examples and a GitHub reference.

AgentFunctionCallingReAct
0 likes · 9 min read
Why AI Agents Beat Traditional Code and Workflows: Exploring ReAct
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 24, 2026 · Artificial Intelligence

Master ReAct Agents: From Observation to Action with Real Code Examples

This article introduces the ReAct agent paradigm—combining reasoning and acting—explains its observation‑think‑act loop, showcases a step‑by‑step weather‑and‑clothing example, outlines essential components, provides pseudo‑code for the execution flow, and links to the Lynxe Func‑Agent framework on GitHub.

AgentLLMReAct
0 likes · 11 min read
Master ReAct Agents: From Observation to Action with Real Code Examples
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 14, 2026 · Artificial Intelligence

Revamping AliGo’s AI Travel Assistant: Multi‑Agent Architecture & Prompt Engineering

The AliGo travel platform upgraded its AI assistant by replacing a single‑agent workflow with a modular multi‑agent system, introducing dynamic prompt generation, real‑time reasoning chains, context sharing, observability, and a knowledge base, which dramatically improved accuracy, stability, and user experience.

AI ArchitectureAgentScopeKnowledge Base
0 likes · 19 min read
Revamping AliGo’s AI Travel Assistant: Multi‑Agent Architecture & Prompt Engineering
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 12, 2026 · Artificial Intelligence

How to Integrate Claude Skills into Lingma: A Step‑by‑Step Guide

This article explains the background of Claude Skills, details its modular prompt‑based architecture, shows the required file layout, walks through installing and configuring OpenSkills in Lingma, demonstrates creating a custom code‑review skill, and summarizes the benefits of AI skill modularization.

AI SkillsClaudeCode Review
0 likes · 11 min read
How to Integrate Claude Skills into Lingma: A Step‑by‑Step Guide
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 9, 2026 · Artificial Intelligence

Rebuilding an AI‑Powered Shopping Scene Generator with LangGraph, Agent Skills, and Planner

This article details how a low‑code e‑commerce workflow was migrated to a modular LangGraph architecture, introducing Agent Skills, an A2A protocol, and a Planner node to enable multi‑turn natural‑language scene creation, product matching, and persistent storage while leveraging AI coding tools for rapid development.

Agent SkillsDSLLangGraph
0 likes · 24 min read
Rebuilding an AI‑Powered Shopping Scene Generator with LangGraph, Agent Skills, and Planner
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 4, 2026 · Artificial Intelligence

Progressive Disclosure: Making Multi‑Skill LLM Agents Efficient and Scalable

This article examines the core challenge of giving large‑language‑model agents many abilities while keeping context size limited, compares three common loading strategies, introduces a progressive‑disclosure skill mechanism with three loading layers, and details its implementation, benefits, limitations, and suitable use cases in AgentScope‑Java.

AgentContext ManagementJava
0 likes · 17 min read
Progressive Disclosure: Making Multi‑Skill LLM Agents Efficient and Scalable
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 2, 2026 · Artificial Intelligence

Boosting A/B Experiment Automation: Prompt Engineering Achieves 80% Accuracy

This article details how a production‑grade prompt system powered by large language models was designed to replace manual A/B experiment inspection, introducing a six‑level priority decision tree, robust data preprocessing, and systematic bad‑case analysis that lifted automation accuracy from 68% to over 80% while providing clear, explainable recommendations.

A/B testingData AnalysisLLM
0 likes · 46 min read
Boosting A/B Experiment Automation: Prompt Engineering Achieves 80% Accuracy