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Latest from Alibaba Cloud Developer

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Alibaba Cloud Developer

Mar 30, 2026 · Artificial Intelligence

Harness Engineering: Turning AI Agents into Reliable Digital Teams

This article analyzes the emerging paradigm of Harness Engineering, explaining how prompt, context, and feedback-loop innovations enable AI agents to act as controllable, scalable digital workers, and illustrates the concept with four real‑world case studies and open‑source projects that push the limits of AI‑driven software development.

Context EngineeringGroup IntelligenceHarness Engineering

0 likes · 19 min read

Harness Engineering: Turning AI Agents into Reliable Digital Teams

Alibaba Cloud Developer

Mar 27, 2026 · Artificial Intelligence

How Tair Powers Sub‑Second AI Agent Memory for Real‑Time Ordering

This article examines how Taobao Flash Sale’s AI Agent uses Alibaba Cloud’s Tair as a high‑performance short‑term memory layer, detailing data model design, latency impact, concurrency control, elastic scaling, bandwidth handling, and TTL‑based cleanup to achieve sub‑second response times during massive traffic spikes.

AI agentLow latencyTair

0 likes · 15 min read

How Tair Powers Sub‑Second AI Agent Memory for Real‑Time Ordering

Alibaba Cloud Developer

Mar 27, 2026 · Artificial Intelligence

How OpenClaw Empowers a Self‑Evolving Bank Manager Assistant

This article details a three‑day deep dive into OpenClaw, demonstrating how a self‑iterating AI assistant for bank relationship managers can be built, validated, and refined through autonomous agent communication, scheduled tasks, and memory‑driven reflection.

AI agentsAgent EvaluationMemory Architecture

0 likes · 20 min read

How OpenClaw Empowers a Self‑Evolving Bank Manager Assistant

Alibaba Cloud Developer

Mar 26, 2026 · Artificial Intelligence

Give Your AI Agent Persistent Memory with OpenClaw, Mem0, and Tablestore

This guide explains why OpenClaw agents lose context, how the Mem0‑Tablestore combination provides automatic, cloud‑hosted, and fully controllable memory, and walks you through step‑by‑step installation, configuration, and verification on Alibaba Cloud.

AIOpenClawTablestore

0 likes · 8 min read

Give Your AI Agent Persistent Memory with OpenClaw, Mem0, and Tablestore

Alibaba Cloud Developer

Mar 26, 2026 · Artificial Intelligence

How OpenClaw’s Sandbox and Memory Architecture Powers Secure AI Agents

This article provides an in‑depth technical analysis of OpenClaw’s sandbox isolation, hybrid memory search, session lifecycle, skill loading, node architecture, and configuration management, showing how each component contributes to secure, extensible, and performant AI agent operations.

AISession Managementconfiguration

0 likes · 39 min read

How OpenClaw’s Sandbox and Memory Architecture Powers Secure AI Agents

Alibaba Cloud Developer

Mar 25, 2026 · Databases

How AliSQL AI Diagnoses and Eliminates MySQL Replication Lag

This article analyzes the severe replication‑delay issues in MySQL master‑slave setups, identifies four typical workload patterns that cause lag, demonstrates how AliSQL's AI assistant pinpoints the root causes, and explains the kernel‑level optimizations that completely remove the delay.

AI DiagnosisAliSQLDatabase

0 likes · 13 min read

How AliSQL AI Diagnoses and Eliminates MySQL Replication Lag

Alibaba Cloud Developer

Mar 24, 2026 · Artificial Intelligence

Why LLMs Behave Unpredictably: From Uncertainty to Practical Agent Design

This article analyzes the sources of LLM output uncertainty, explores hardware and architectural constraints, demonstrates how to build robust AI agents with prompt engineering, tool orchestration, and memory management, and compares traditional micro‑service design with modern LLM‑centric workflows.

AI agentHardwareLLM

0 likes · 64 min read

Why LLMs Behave Unpredictably: From Uncertainty to Practical Agent Design

Alibaba Cloud Developer

Mar 23, 2026 · Artificial Intelligence

From Scenario Abstraction to an AI Assistant Production Line: Scalable Architecture and Prompt Plug‑In Design

The article analyzes the inefficiencies of building isolated AI assistants for each business need, abstracts four high‑frequency scenarios, proposes a reusable technical solution stack—including IntentResult modeling, FSWW tool‑recall, ReAct reasoning, multimodal RAG, and a prompt plug‑in framework—and demonstrates how a one‑click platform can turn these designs into production‑ready AI assistants.

AI assistantsKnowledge retrievalLLM architecture

0 likes · 21 min read

From Scenario Abstraction to an AI Assistant Production Line: Scalable Architecture and Prompt Plug‑In Design

Alibaba Cloud Developer

Mar 20, 2026 · Artificial Intelligence

Mastering Multi‑Agent Patterns with AgentScope and Spring AI Alibaba

This article analyzes the evolution of enterprise AI from single‑model chat to scalable multi‑agent workflows, explains seven core multi‑agent patterns—including Pipeline, Routing, Skills, Subagents, Supervisor, Handoffs, and Custom Workflow—provides detailed implementation guidance with Java code, and shows how Spring AI Alibaba now natively supports AgentScope orchestration for robust, observable AI applications.

AI ArchitectureAgentScopeJava

0 likes · 23 min read

Mastering Multi‑Agent Patterns with AgentScope and Spring AI Alibaba

Alibaba Cloud Developer

Mar 19, 2026 · Artificial Intelligence

How Engineering Knowledge Engines Turn AI Coders into Reliable Collaborators

The article analyzes the limitations of current AI coding agents—narrow perception, fragmented knowledge, and missing high‑dimensional context—and presents an Engineering Knowledge Engine that integrates vector retrieval, code and commit graphs, RepoWiki, memory, and Agentic Search to provide structured, evolving context, dramatically improving task success, token efficiency, and code quality.

AICode Graphagentic search

0 likes · 11 min read

How Engineering Knowledge Engines Turn AI Coders into Reliable Collaborators