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DataFunSummit
DataFunSummit
May 4, 2026 · Artificial Intelligence

Inside Alibaba Cloud AI Search: Agentic RAG Architecture and Multi‑Agent Techniques

Alibaba Cloud AI Search tackles high‑concurrency, multimodal, and multi‑hop queries by evolving its Agentic RAG architecture from a single agent to a coordinated multi‑agent system that integrates planning, retrieval, and generation, leverages hybrid vector‑text‑DB‑graph recall, GPU‑accelerated indexing, quantization, NL2SQL, and multimodal search, with performance data and real‑world case studies.

AI searchAgentic RAGAlibaba Cloud
0 likes · 6 min read
Inside Alibaba Cloud AI Search: Agentic RAG Architecture and Multi‑Agent Techniques
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
May 1, 2026 · Artificial Intelligence

Zero Deployment, Zero Ops: Alibaba Cloud Milvus Embedding Service Makes Vectorization Plug‑and‑Play

The article explains how Alibaba Cloud's Milvus Embedding Service eliminates the need for self‑hosted embedding models by integrating model inference, vector generation and Milvus indexing into a managed pipeline, dramatically reducing deployment complexity, operational overhead, and time‑to‑value for semantic search, RAG and multimodal retrieval use cases.

Alibaba CloudEmbeddingMilvus
0 likes · 19 min read
Zero Deployment, Zero Ops: Alibaba Cloud Milvus Embedding Service Makes Vectorization Plug‑and‑Play
IT Services Circle
IT Services Circle
Apr 27, 2026 · Industry Insights

When Stronger Developers Earn Less: Token‑Based Pricing Turns AI Coding Tools Upside‑Down

The article analyzes how recent price hikes and the shift from flat‑rate subscriptions to token‑based billing by GitHub Copilot, Alibaba Cloud, and other AI providers are forcing developers—especially the most productive ones—to face higher token consumption, diminishing marginal returns, and rising out‑of‑pocket costs.

AI CodingAlibaba CloudCloud compute
0 likes · 10 min read
When Stronger Developers Earn Less: Token‑Based Pricing Turns AI Coding Tools Upside‑Down
Alibaba Cloud Native
Alibaba Cloud Native
Apr 20, 2026 · Operations

How Cloud‑Native Observability Powers Scalable Humanoid Robot Fleets

The article analyzes the unprecedented challenges of operating hundreds of humanoid robots in outdoor, network‑unstable, and heterogeneous environments, and demonstrates how Alibaba Cloud's unified observability stack—combining metric monitoring, distributed tracing, and log governance—delivers a standardized, reusable, and edge‑aware operations framework for large‑scale embodied AI deployments.

AIAlibaba CloudCloud Native
0 likes · 13 min read
How Cloud‑Native Observability Powers Scalable Humanoid Robot Fleets
Architects' Tech Alliance
Architects' Tech Alliance
Apr 19, 2026 · Industry Insights

Why NPO Beats CPO for AI Data Center Scale‑up: Alibaba Cloud’s Dual‑Network Blueprint

Alibaba Cloud argues that while CPO (Co‑Packaged Optics) looks perfect on paper, its closed ecosystem and production delays make it impractical for today’s 100k‑GPU AI clusters, and proposes an open, dual‑network architecture—HPN for scale‑out and UPN for ultra‑low‑latency scale‑up—driving a realistic near‑term roadmap for optical interconnect.

AIAlibaba CloudData center
0 likes · 8 min read
Why NPO Beats CPO for AI Data Center Scale‑up: Alibaba Cloud’s Dual‑Network Blueprint
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Apr 13, 2026 · Artificial Intelligence

How to Build a Scalable Multimodal Data Pipeline with Alibaba Cloud PAI and DataJuicer

This article details a step‑by‑step guide for constructing a high‑performance multimodal data pipeline—covering video segmentation, duration filtering, frame extraction, safety and aesthetic scoring, and caption generation—using Alibaba Cloud PAI, Paimon, DataJuicer, and distributed frameworks like Ray and Daft, with real‑world performance metrics.

AIAlibaba CloudDaft
0 likes · 30 min read
How to Build a Scalable Multimodal Data Pipeline with Alibaba Cloud PAI and DataJuicer
Coder Circle
Coder Circle
Apr 10, 2026 · Industry Insights

Fei‑Fei Li Becomes Alibaba Cloud CTO as AI Market Faces Disruption and Growth

The AI Daily for April 10, 2026 reports that Fei‑Fei Li has been appointed Alibaba Cloud CTO, World Labs raised $1 billion, U.S. SaaS stocks fell nearly 40% due to AI agents, Amazon unveiled a faster Trainium3 chip and plans to sell it, Florida opened an OpenAI probe, and China’s token economy and AI‑driven video content are reshaping the industry.

AI videoAlibaba CloudAmazon AI chips
0 likes · 7 min read
Fei‑Fei Li Becomes Alibaba Cloud CTO as AI Market Faces Disruption and Growth
Alibaba Cloud Native
Alibaba Cloud Native
Mar 30, 2026 · Industry Insights

How Haier’s AIoT Platform Scaled to Billions of Messages with Kafka Serverless on Alibaba Cloud

The article details how Haier Smart Home’s AIoT platform tackled massive device messaging demands by migrating its self‑built Kafka clusters to Alibaba Cloud’s Kafka Serverless, outlining the technical challenges, step‑by‑step migration plan, custom performance tuning, risk‑co‑governance, and the resulting improvements in stability, throughput, and operational efficiency.

AIoTAlibaba CloudKafka
0 likes · 11 min read
How Haier’s AIoT Platform Scaled to Billions of Messages with Kafka Serverless on Alibaba Cloud
Alibaba Cloud Observability
Alibaba Cloud Observability
Mar 16, 2026 · Information Security

Secure OpenClaw AI Agents: One‑Click Log Integration & Real‑Time Auditing with Alibaba SLS

This article explains how to connect OpenClaw, a leading AI agent platform, to Alibaba Cloud Log Service (SLS) using the SLS Access Center, providing one‑click log ingestion, built‑in audit and observability dashboards, and detailed guidance for security auditing, cost monitoring, and troubleshooting across multiple data sources.

AI AgentAlibaba CloudCloud Native
0 likes · 29 min read
Secure OpenClaw AI Agents: One‑Click Log Integration & Real‑Time Auditing with Alibaba SLS
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Mar 13, 2026 · Artificial Intelligence

How to Deploy OpenClaw AI Agent on Alibaba Cloud PAI‑DSW with One Click

This guide walks you through installing the OpenClaw AI agent framework on Alibaba Cloud's PAI‑DSW platform, covering why to choose PAI‑DSW, step‑by‑step deployment commands, model service configuration, accessing the Web UI, and real‑world use cases such as daily Q&A, file search, GPU monitoring, and automated experiment logging.

Alibaba CloudOpenClawPAI-DSW
0 likes · 11 min read
How to Deploy OpenClaw AI Agent on Alibaba Cloud PAI‑DSW with One Click
DataFunTalk
DataFunTalk
Feb 28, 2026 · Artificial Intelligence

Exploring Cutting‑Edge AI Search & Recommendation: Agentic RAG, LLM‑Enhanced Recs, and Baidu’s Generative Ranking

This article reviews three advanced AI-driven solutions—Alibaba Cloud's Agentic RAG for high‑concurrency multimodal search, Huawei Noah's LLM‑augmented recommendation architecture, and Baidu's generative ranking model GRAB—detailing their challenges, designs, performance gains, and practical deployment insights.

AI searchAgentic RAGAlibaba Cloud
0 likes · 8 min read
Exploring Cutting‑Edge AI Search & Recommendation: Agentic RAG, LLM‑Enhanced Recs, and Baidu’s Generative Ranking
Woodpecker Software Testing
Woodpecker Software Testing
Feb 27, 2026 · Cloud Computing

Deploy Your Program to Alibaba Function Compute (FC) in Minutes

This guide walks through the step‑by‑step process of deploying a daily‑triggered Python program to Alibaba Function Compute, covering account login, function creation, code packaging, runtime configuration, network settings, trigger setup, and verification of execution logs.

Alibaba CloudDeploymentFunction Compute
0 likes · 3 min read
Deploy Your Program to Alibaba Function Compute (FC) in Minutes
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Feb 17, 2026 · Artificial Intelligence

Deploy Alibaba’s Qwen3.5‑397B‑A17B Model in One Click with PAI‑Model Gallery

Alibaba's open‑source Qwen3.5‑397B‑A17B model, featuring 397 billion parameters and a hybrid Gated Delta Network/MoE architecture, delivers superior performance and reduced memory usage, and can be deployed instantly through the PAI‑Model Gallery with step‑by‑step guidance and enterprise‑grade security.

AI inferenceAlibaba CloudOne‑Click Deployment
0 likes · 5 min read
Deploy Alibaba’s Qwen3.5‑397B‑A17B Model in One Click with PAI‑Model Gallery
MaGe Linux Operations
MaGe Linux Operations
Jan 30, 2026 · Cloud Computing

Mastering Alibaba Cloud SLB: Build High‑Availability Load Balancing with Terraform

This guide walks through Alibaba Cloud SLB’s architecture, product variants, and environment prerequisites, and step‑by‑step Terraform provisioning for CLB, ALB, and NLB, covering health checks, HTTPS setup, traffic routing, performance testing, best practices, security hardening, monitoring, and disaster‑recovery procedures.

Alibaba CloudSLBTerraform
0 likes · 28 min read
Mastering Alibaba Cloud SLB: Build High‑Availability Load Balancing with Terraform
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 28, 2026 · Cloud Computing

Deploy Moltbot on Alibaba Cloud Lightweight Server in Minutes

This guide walks you through installing the Moltbot AI assistant on Alibaba Cloud's lightweight application server, configuring Baidu's Bailei API key, opening required ports, generating access tokens, and accessing the chat interface, plus a quick overview of the pre‑installed Shadow Cloud Computer image.

AI AssistantAlibaba CloudLightweight Server
0 likes · 3 min read
Deploy Moltbot on Alibaba Cloud Lightweight Server in Minutes
Woodpecker Software Testing
Woodpecker Software Testing
Jan 27, 2026 · Artificial Intelligence

How to Build a Multimodal AI Assistant with FastAPI, Alibaba Cloud and DashScope

This guide walks through configuring Alibaba Cloud credentials, implementing a FastAPI backend with email function calling, Alibaba OpenSearch, image generation via DashScope, speech recognition, and a responsive HTML/CSS/JavaScript front‑end that supports text chat, image recognition, image synthesis, and voice interaction.

Alibaba CloudDashscopeFastAPI
0 likes · 38 min read
How to Build a Multimodal AI Assistant with FastAPI, Alibaba Cloud and DashScope
Woodpecker Software Testing
Woodpecker Software Testing
Jan 25, 2026 · Artificial Intelligence

Integrating LLMs with Speech: Whisper, Vosk, and Alibaba Cloud in Python and JavaScript

This tutorial walks through setting up local speech recognition with OpenAI's Whisper and Vosk, leveraging Alibaba Cloud's ASR services, building a WebSocket server/client for real‑time audio streaming, capturing audio in the browser via MediaRecorder or RecordRTC, and performing speech synthesis with pyttsx3 and Alibaba's Sambert model.

Alibaba CloudJavaScriptPython
0 likes · 20 min read
Integrating LLMs with Speech: Whisper, Vosk, and Alibaba Cloud in Python and JavaScript
Alibaba Cloud Native
Alibaba Cloud Native
Jan 22, 2026 · Cloud Native

Building a Cloud‑Native AI Glass Traffic Enforcement Prototype with AgentRun and Serverless Functions

This article details a cloud‑native architecture that combines Meta Ray‑Ban AI glasses, a custom iOS app, and Alibaba Cloud Function Compute (FC) with AgentRun to perform OCR‑based traffic rule enforcement, showcasing a three‑layer "client‑brain‑tools" design, prompt‑driven logic, and cost‑effective serverless deployment.

AIAgent ArchitectureAlibaba Cloud
0 likes · 14 min read
Building a Cloud‑Native AI Glass Traffic Enforcement Prototype with AgentRun and Serverless Functions
Woodpecker Software Testing
Woodpecker Software Testing
Jan 21, 2026 · Artificial Intelligence

Build an AI Agent with FastAPI & Alibaba Cloud: Text Q&A, Image Recognition, and Text‑to‑Image

This guide walks through designing and implementing an AI assistant that connects FastAPI to Alibaba Cloud large‑model services, supports streaming text Q&A, image understanding, text‑to‑image generation, network search, and MCP‑based map queries, with full front‑end and back‑end code examples.

AI chatbotAlibaba CloudFastAPI
0 likes · 38 min read
Build an AI Agent with FastAPI & Alibaba Cloud: Text Q&A, Image Recognition, and Text‑to‑Image
Woodpecker Software Testing
Woodpecker Software Testing
Jan 15, 2026 · Artificial Intelligence

Step-by-Step Guide to Building Your First AI Agent: Connecting Alibaba Cloud, OpenAI, Dashscope, DeepSeek, and Ollama

This article provides a detailed, hands‑on tutorial for creating an AI agent, covering registration and API key setup for Alibaba Cloud, OpenAI, Dashscope and DeepSeek, installing and using Ollama for local model deployment, configuring CherryStudio, and implementing function‑calling and MCP techniques with full code examples.

AI AgentAlibaba CloudDashscope
0 likes · 26 min read
Step-by-Step Guide to Building Your First AI Agent: Connecting Alibaba Cloud, OpenAI, Dashscope, DeepSeek, and Ollama
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jan 15, 2026 · Cloud Native

Deploy Alibaba Cloud Service Mesh (ASM): Gateways, Traffic Management & Zero‑Trust

This guide explains how to set up Alibaba Cloud Service Mesh (ASM) on an ACK Kubernetes cluster, covering prerequisites, two methods of cluster registration, creation of north‑south and east‑west gateways, traffic routing with HTTPRoute, security policies using PeerAuthentication and AuthorizationPolicy, and observability configuration via Telemetry.

ASMAlibaba CloudGateway API
0 likes · 9 min read
Deploy Alibaba Cloud Service Mesh (ASM): Gateways, Traffic Management & Zero‑Trust
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 22, 2025 · Artificial Intelligence

Deploy Multi‑Agent AI Apps with AgentScope on Alibaba Cloud Kubernetes

This guide explains how to use Alibaba Cloud's AgentScope framework and Container Service to build, orchestrate, and deploy enterprise‑grade AI agents, covering background, core features, step‑by‑step deployment, sandbox integration, and best‑practice recommendations for cloud‑native AI workloads.

AI AgentAgentScopeAlibaba Cloud
0 likes · 20 min read
Deploy Multi‑Agent AI Apps with AgentScope on Alibaba Cloud Kubernetes
Alibaba Cloud Observability
Alibaba Cloud Observability
Dec 22, 2025 · Operations

How to Pinpoint Packet Loss in Cloud‑Native Deployments with SysOM

This article walks through two real‑world cases of network packet loss in Alibaba Cloud ACK clusters, showing how SysOM’s intelligent diagnostics and systematic checks—covering iptables, kernel drops, hooks, and nftables rules—can quickly locate the root cause and restore service continuity.

Alibaba CloudOperationsPacket Loss
0 likes · 10 min read
How to Pinpoint Packet Loss in Cloud‑Native Deployments with SysOM
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Dec 22, 2025 · Artificial Intelligence

Boost LLM Inference with KV‑Cache‑Aware Routing on Alibaba Cloud ACK GIE

This article explains why KV‑Cache hit rate is critical for large‑model inference, describes vLLM's automatic prefix caching, outlines the distributed cache challenges, and provides a step‑by‑step guide to deploying Alibaba Cloud ACK Gateway with Inference Extension's precise‑mode prefix‑cache‑aware routing, backed by benchmark results.

Alibaba CloudInferenceKV cache
0 likes · 18 min read
Boost LLM Inference with KV‑Cache‑Aware Routing on Alibaba Cloud ACK GIE
Alibaba Cloud Native
Alibaba Cloud Native
Dec 21, 2025 · Operations

How to Pinpoint and Resolve Packet Loss in Cloud‑Native Deployments with SysOM

This article walks through real‑world cases of network packet loss in Alibaba Cloud Kubernetes clusters, showing how SysOM’s diagnostics quickly locate root causes—ranging from kernel‑level drops to hidden netfilter hooks and nftables rules—and provides a step‑by‑step troubleshooting guide for cloud‑native operations teams.

Alibaba CloudOperationsPacket Loss
0 likes · 10 min read
How to Pinpoint and Resolve Packet Loss in Cloud‑Native Deployments with SysOM
Xiao Liu Lab
Xiao Liu Lab
Dec 14, 2025 · Cloud Computing

How to Get and Optimize Alibaba Cloud ESA Free CDN – A Complete Guide

This guide explains Alibaba Cloud ESA's free CDN tier, covering its generous unlimited‑traffic offering, step‑by‑step application, region‑selection modes, domain integration, special port and cache configurations, renewal tricks, performance benchmarks, and comparisons with competing services.

Alibaba CloudCDNESA
0 likes · 8 min read
How to Get and Optimize Alibaba Cloud ESA Free CDN – A Complete Guide
Alibaba Cloud Developer
Alibaba Cloud Developer
Nov 21, 2025 · Operations

How Alibaba Cloud’s One‑Click IO Diagnosis Tackles High‑Volume Storage Bottlenecks

The article explains how Alibaba Cloud OS Console’s one‑click IO diagnosis automatically monitors key IO metrics, computes dynamic thresholds, detects anomalies such as high latency or iowait, and provides root‑cause analysis and remediation suggestions to improve cloud storage performance in multi‑tenant environments.

Alibaba Cloudcloud operationsdiagnostics
0 likes · 11 min read
How Alibaba Cloud’s One‑Click IO Diagnosis Tackles High‑Volume Storage Bottlenecks
Alibaba Cloud Observability
Alibaba Cloud Observability
Nov 17, 2025 · Operations

How to Build Full‑Stack Observability for Dify LLM Apps Using Alibaba Cloud Monitoring

This guide explains how to achieve end‑to‑end observability for Dify low‑code LLM applications by combining Dify's built‑in monitoring, third‑party tracing services like Langfuse, and Alibaba Cloud's CloudMonitor with Python and Go probes, covering component‑level tracing, configuration steps, and trace linking for debugging and performance optimization.

Alibaba CloudDifyObservability
0 likes · 27 min read
How to Build Full‑Stack Observability for Dify LLM Apps Using Alibaba Cloud Monitoring
Alibaba Cloud Developer
Alibaba Cloud Developer
Nov 17, 2025 · Operations

Achieving Full‑Stack Observability for Dify Agentic Apps with Alibaba Cloud Monitoring

This guide explains the observability challenges of Dify's low‑code LLM platform, analyzes its native and third‑party monitoring capabilities, and provides a step‑by‑step solution using Alibaba Cloud's non‑intrusive Python and Go probes, Trace Link integration, and detailed deployment instructions to monitor every component from the API to plugins and sandbox.

Alibaba CloudDifyObservability
0 likes · 28 min read
Achieving Full‑Stack Observability for Dify Agentic Apps with Alibaba Cloud Monitoring
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Nov 12, 2025 · Operations

How Alibaba Cloud’s One‑Click IO Diagnosis Solves Multi‑Tenant Performance Bottlenecks

The article explains how Alibaba Cloud’s OS console implements a one‑click IO diagnostic that automatically detects, classifies, and resolves high‑latency, burst, and iowait IO issues in multi‑tenant cloud environments by using dynamic thresholds, periodic metric collection, and targeted root‑cause analysis.

Alibaba CloudIO diagnosticsPerformance Monitoring
0 likes · 11 min read
How Alibaba Cloud’s One‑Click IO Diagnosis Solves Multi‑Tenant Performance Bottlenecks
DataFunTalk
DataFunTalk
Nov 11, 2025 · Artificial Intelligence

How Alibaba Cloud’s AI Search Redefines Vector Retrieval and RAG

This article outlines Alibaba Cloud AI Search’s evolution, detailing its dual product lines—enhanced Elasticsearch and self‑developed OpenSearch—key Agentic RAG technologies, serverless architecture, vector and LLM‑driven search capabilities, and future directions in AI‑powered search.

AI searchAlibaba CloudElasticsearch
0 likes · 4 min read
How Alibaba Cloud’s AI Search Redefines Vector Retrieval and RAG
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Nov 5, 2025 · Cloud Computing

How Alibaba Cloud Accelerated IPv6 Adoption to Power AI-Driven Networks

At the 4th China IPv6 Innovation Development Conference, Alibaba Cloud showcased its rapid IPv6 deployment—boosting IDC traffic share from 12% to 40%, expanding cloud product support to 97%, and leveraging IPv6/SRv6 to meet AI large‑model network demands, while sharing best practices across industry and government partners.

AIAlibaba CloudIPv6
0 likes · 5 min read
How Alibaba Cloud Accelerated IPv6 Adoption to Power AI-Driven Networks
Alibaba Cloud Observability
Alibaba Cloud Observability
Sep 29, 2025 · Cloud Native

How Alibaba Cloud SLS Soft Delete Enables Instant, Low‑Cost Data Cleanup

This article explains Alibaba Cloud's Log Service (SLS) soft‑delete feature, describing its mark‑and‑filter mechanism, implementation steps, and real‑world scenarios where it replaces costly hard‑delete or ETL solutions with near‑instant, low‑impact data removal for compliance, emergencies, and test‑data contamination.

Alibaba CloudCloud NativeData Governance
0 likes · 9 min read
How Alibaba Cloud SLS Soft Delete Enables Instant, Low‑Cost Data Cleanup
JavaGuide
JavaGuide
Sep 27, 2025 · Cloud Computing

Alibaba Cloud OSS Browser 2.0: New UI and Features Compared to 1.0

The article reviews Alibaba Cloud's OSS Browser 2.0, highlighting its refreshed interface, three login options, batch and folder upload up to 10 GB, online preview/edit capabilities, and compares its stability and usability against the older 1.0 client that struggled on Windows Server.

Alibaba CloudGUI clientOSS
0 likes · 4 min read
Alibaba Cloud OSS Browser 2.0: New UI and Features Compared to 1.0
Alibaba Cloud Native
Alibaba Cloud Native
Sep 17, 2025 · Cloud Native

Deploy Dify AI Platform on Alibaba Cloud SAE in Two Simple Steps

This guide explains how to quickly deploy the open‑source Dify AI platform on Alibaba Cloud's Serverless Application Engine, covering the challenges of private deployment, the benefits of SAE's one‑click solution, and detailed step‑by‑step configuration to achieve a production‑grade AI service.

AI deploymentAlibaba CloudDify
0 likes · 5 min read
Deploy Dify AI Platform on Alibaba Cloud SAE in Two Simple Steps
Alibaba Cloud Developer
Alibaba Cloud Developer
Sep 12, 2025 · Operations

How to Build End‑to‑End Observability for Large‑Model Applications on Alibaba Cloud

This guide explains how to design and implement a complete observability solution for large‑model AI services on Alibaba Cloud, covering architecture, core metrics, logging standards, demo code, log collection, dashboard design, alerting, monitoring tools, troubleshooting SOPs, and recovery procedures.

AI OperationsAlibaba CloudObservability
0 likes · 21 min read
How to Build End‑to‑End Observability for Large‑Model Applications on Alibaba Cloud
Alibaba Cloud Native
Alibaba Cloud Native
Sep 8, 2025 · Cloud Native

How to Integrate Alibaba Cloud AppStack with Serverless SAE for Seamless DevOps

This guide explains how to connect Alibaba Cloud's Cloud Effect AppStack with the Serverless Application Engine (SAE), covering role creation, trust policy configuration, service connection setup, cluster linking, application template usage, deployment orchestration, and pipeline execution to achieve low‑cost, high‑quality, and efficient continuous delivery.

Alibaba CloudDevOpsSAE
0 likes · 8 min read
How to Integrate Alibaba Cloud AppStack with Serverless SAE for Seamless DevOps
Alibaba Cloud Observability
Alibaba Cloud Observability
Aug 18, 2025 · Information Security

How to Use MCP Server for Real‑Time AccessKey Security Audits in Cloud Native Environments

This guide walks through a real‑time security investigation of suspicious AccessKey activity using Alibaba Cloud's MCP server, detailing environment setup, JSON configuration, natural‑language queries, and four practical audit scenarios—including tracking AK usage, identifying high‑risk operations, monitoring root account activity, and summarizing recent cloud service events.

AccessKeyAlibaba CloudCloud Native
0 likes · 8 min read
How to Use MCP Server for Real‑Time AccessKey Security Audits in Cloud Native Environments
Alibaba Cloud Native
Alibaba Cloud Native
Aug 13, 2025 · Information Security

Investigating Suspicious AccessKey Activity with Alibaba Cloud Observability MCP

This guide walks through a real‑world AccessKey security incident, showing how to configure the Alibaba Cloud Observability MCP server, import JSON settings into Cherry Studio, and use natural‑language queries to audit logs, identify risky operations, monitor root account usage, and summarize overall system activity.

AccessKeyAlibaba CloudLog Auditing
0 likes · 8 min read
Investigating Suspicious AccessKey Activity with Alibaba Cloud Observability MCP
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 5, 2025 · Operations

How Alibaba Automates Hardware Fault Detection and Self‑Healing at Scale

This article explains how Alibaba’s massive MaxCompute platform tackles the growing challenge of hardware failures by using predictive detection, automated server offline, self‑healing workflows, and cluster rebalancing to close the fault loop before business impact, while detailing the underlying architecture and operational principles.

Alibaba CloudOperations Automationaiops
0 likes · 14 min read
How Alibaba Automates Hardware Fault Detection and Self‑Healing at Scale
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jul 24, 2025 · Artificial Intelligence

How Alibaba Cloud’s Asynchronous Inference Transforms AI Model Deployment

This article explains how Alibaba Cloud's PAI platform uses an asynchronous inference framework with dedicated queue and inference services to overcome high‑latency challenges, enable load‑balanced request distribution, provide health‑check failover, and support automatic scaling for large‑model AI workloads.

AI inferenceAlibaba CloudCloud AI
0 likes · 7 min read
How Alibaba Cloud’s Asynchronous Inference Transforms AI Model Deployment
Alibaba Cloud Native
Alibaba Cloud Native
Jul 11, 2025 · Cloud Native

Zero‑Downtime Deployments with Alibaba Cloud Lightweight Message Queue

This article explains how Alibaba Cloud Lightweight Message Queue (formerly MNS) enables lossless, zero‑downtime service releases by redesigning the network entry layer, using load‑balancer draining, injecting HTTP close frames, and providing CI/CD scripts that work across ECS and Kubernetes environments.

Alibaba CloudMNSZero Downtime
0 likes · 12 min read
Zero‑Downtime Deployments with Alibaba Cloud Lightweight Message Queue
Alibaba Cloud Native
Alibaba Cloud Native
Jul 4, 2025 · Artificial Intelligence

Building Enterprise‑Grade AI Agents with JManus on Alibaba Cloud Serverless

This article explains how the open‑source JManus framework enables Java developers to create, configure, and deploy multi‑agent AI applications on Alibaba Cloud's Serverless SAE and Function Compute platforms, highlighting its OpenManus compatibility, MCP protocol support, PLAN‑ACT mode, high‑availability architecture, performance advantages over low‑code solutions, and step‑by‑step deployment instructions.

Alibaba CloudJManusJava
0 likes · 10 min read
Building Enterprise‑Grade AI Agents with JManus on Alibaba Cloud Serverless
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jul 2, 2025 · Artificial Intelligence

Boost Your AI Model Training with Ray on Alibaba Cloud PAI – A Step‑by‑Step Guide

This article introduces the integration of the open‑source distributed AI framework Ray with Alibaba Cloud’s PAI platform, detailing its advantages, architecture, fault‑tolerance, resource management, and provides a comprehensive step‑by‑step tutorial—including configuration, command examples, and code snippets—to efficiently run Ray jobs on PAI‑DLC.

Alibaba CloudPAIRay
0 likes · 11 min read
Boost Your AI Model Training with Ray on Alibaba Cloud PAI – A Step‑by‑Step Guide
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 13, 2025 · Artificial Intelligence

Accelerate Enterprise Data Insights with Alibaba Cloud Hologres and AI Agents

Learn how to rapidly build an intelligent data analysis agent by integrating multi‑source data through Alibaba Cloud Hologres, leveraging Bailei’s AI model service and the serverless Function AI platform, covering architecture, step‑by‑step deployment, verification, and resource cleanup for cost‑effective, real‑time business insights.

AIAlibaba CloudData Integration
0 likes · 8 min read
Accelerate Enterprise Data Insights with Alibaba Cloud Hologres and AI Agents
Efficient Ops
Efficient Ops
Jun 10, 2025 · Operations

What Caused the June 6, 2025 Alibaba Cloud DNS Outage and How to Mitigate It?

On June 6, 2025 Alibaba Cloud experienced a widespread DNS resolution failure affecting OSS, CDN, container image services and more, which was later linked to a Shadowserver sinkhole, and the article outlines the incident timeline, root‑cause analysis, and practical mitigation steps for operators.

Alibaba CloudDNS outageOperations
0 likes · 4 min read
What Caused the June 6, 2025 Alibaba Cloud DNS Outage and How to Mitigate It?
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jun 3, 2025 · Artificial Intelligence

Deploying and Managing Ray on Alibaba Cloud ACK with KubeRay: Architecture, Code Samples, and Scheduling Strategies

This article explains how to build a flexible machine‑learning infrastructure on Alibaba Cloud ACK using Ray and KubeRay, covering Ray's core components, AI libraries, deployment options on VMs and Kubernetes, code examples for data processing, model serving, and advanced scheduling and quota management techniques.

AIAlibaba CloudKubeRay
0 likes · 17 min read
Deploying and Managing Ray on Alibaba Cloud ACK with KubeRay: Architecture, Code Samples, and Scheduling Strategies
Alibaba Cloud Native
Alibaba Cloud Native
May 25, 2025 · Cloud Native

Why OSSFS 2.0 Outperforms 1.0 for AI Workloads on ACK Clusters

The article explains how Alibaba Cloud's OSSFS 2.0 redesign—dropping full POSIX semantics, leveraging FUSE 3 low‑level APIs, a lightweight metadata cache and internal coroutine technology—delivers up to 18‑fold faster sequential writes, 8.5‑fold faster reads and 280‑fold higher small‑file concurrency compared with OSSFS 1.0, making it ideal for AI training and inference in Kubernetes (ACK) environments.

AIAlibaba CloudOSSFS
0 likes · 15 min read
Why OSSFS 2.0 Outperforms 1.0 for AI Workloads on ACK Clusters
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
May 22, 2025 · Artificial Intelligence

Deploy NVIDIA Cosmos Reason-1: Zero‑Code Physical AI on Alibaba Cloud PAI

Cosmos Reason-1, a customizable multimodal physical AI model from NVIDIA, can be quickly deployed on Alibaba Cloud’s PAI‑Model Gallery with zero‑code, offering automatic cloud resource adaptation, ready‑to‑use APIs, enterprise‑grade security, and demonstrated superior reasoning on video tasks, while the upcoming tools enable fine‑tuning via SFT and RL.

Alibaba CloudNvidiaPhysical AI
0 likes · 8 min read
Deploy NVIDIA Cosmos Reason-1: Zero‑Code Physical AI on Alibaba Cloud PAI
Alibaba Cloud Developer
Alibaba Cloud Developer
May 14, 2025 · Artificial Intelligence

Deploy Alibaba’s Qwen3 LLM in 10 Minutes with Bailei Platform

Learn how to quickly set up Alibaba Cloud’s Bailei platform to call the open-source Qwen3 large language model, explore its cost‑effective performance, dual‑mode reasoning, multilingual support, and enhanced agent capabilities, and follow step‑by‑step instructions for API key configuration, Cherry Studio integration, and tool‑calling setup.

AI deploymentAlibaba CloudMLOps
0 likes · 6 min read
Deploy Alibaba’s Qwen3 LLM in 10 Minutes with Bailei Platform
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
May 14, 2025 · Artificial Intelligence

How Mooncake’s KVCache Boosts Large‑Model Inference Efficiency and Cost

Mooncake, an open‑source large‑model inference platform, introduces a KVCache‑centric architecture that dramatically improves throughput, reduces latency and cuts inference costs by up to 20%, while integrating with frameworks like SGLang and vLLM and leveraging Alibaba Cloud’s eRDMA and GPUDirect technologies for scalable, high‑performance deployments.

AI PerformanceAlibaba CloudDistributed Systems
0 likes · 7 min read
How Mooncake’s KVCache Boosts Large‑Model Inference Efficiency and Cost
Alibaba Cloud Native
Alibaba Cloud Native
May 13, 2025 · Cloud Native

How Alibaba Cloud Serverless Boosted Efficiency and Cut Costs by 60%

This case study details how 海牙湾 (G‑Town) migrated its digital platform to Alibaba Cloud Serverless services, addressing resource waste, elasticity limits, observability gaps, and operational complexity, and achieved over 60% cost savings, 3‑fold deployment speed, and near‑perfect availability through SAE, API Gateway, MSE, and automated CICD pipelines.

Alibaba CloudCost OptimizationServerless
0 likes · 10 min read
How Alibaba Cloud Serverless Boosted Efficiency and Cut Costs by 60%
Alibaba Cloud Observability
Alibaba Cloud Observability
May 12, 2025 · Cloud Native

Building a Cost‑Effective, High‑Availability Global Log Collection with Alibaba Cloud SLS

This article explains how enterprises can overcome the challenges of globally collecting logs by using Alibaba Cloud's high‑performance iLogtail/LoongCollector agents, selecting optimal network paths, applying cost‑saving strategies such as CloudLens diagnostics and LZ4 compression, and configuring multi‑region dual‑write for reliable, low‑cost log delivery.

Alibaba CloudLoongCollectorSLS
0 likes · 24 min read
Building a Cost‑Effective, High‑Availability Global Log Collection with Alibaba Cloud SLS
MaGe Linux Operations
MaGe Linux Operations
May 11, 2025 · Operations

How to Build an Automated CI/CD Pipeline with Jenkins and Docker

This guide explains how to create a fast, reliable CI/CD workflow by integrating Jenkins, Docker, Maven, and Alibaba Cloud, covering pipeline benefits, step‑by‑step configuration, Docker image building, registry push/pull, Jenkins container setup, GitLab webhook integration, and common pitfalls with suggested optimizations.

Alibaba CloudDevOpsDocker
0 likes · 13 min read
How to Build an Automated CI/CD Pipeline with Jenkins and Docker
Java Tech Enthusiast
Java Tech Enthusiast
May 10, 2025 · Backend Development

Why IDEA Blocks Java 8 Spring Boot Projects—and How to Bypass It

IDEA no longer offers Java 8 when creating Spring Boot projects because it relies on Spring Initializr, which now only supports Spring Boot 3.x and Java 17+, but you can still generate Java 8‑compatible projects by switching to alternative starter services like Alibaba Cloud’s start.aliyun.com.

Alibaba CloudBackend DevelopmentIntelliJ IDEA
0 likes · 8 min read
Why IDEA Blocks Java 8 Spring Boot Projects—and How to Bypass It
Alibaba Cloud Native
Alibaba Cloud Native
May 8, 2025 · Cloud Native

Optimizing Global Log Collection with Alibaba Cloud iLogtail and LoongCollector

This guide explains how enterprises can reliably and cost‑effectively gather logs from distributed overseas environments into Alibaba Cloud Log Service (SLS) by selecting the right network path, leveraging iLogtail/LoongCollector agents, applying compression, filtering, multi‑region routing, and using CloudLens for monitoring and cost control.

Alibaba CloudCloud NativeLoongCollector
0 likes · 21 min read
Optimizing Global Log Collection with Alibaba Cloud iLogtail and LoongCollector
Alibaba Cloud Native
Alibaba Cloud Native
May 6, 2025 · Cloud Native

How to Leverage Alibaba Cloud’s MCP Server for AI‑Powered DevOps Automation

This guide explains what Alibaba Cloud's MCP Server is, outlines its AI‑enabled DevOps capabilities such as code repository management, merge‑request handling and project management, and provides step‑by‑step instructions for prerequisites, installation, configuration, and a practical AI‑assisted development scenario using Tongyi Code.

Alibaba CloudCode RepositoryDevOps
0 likes · 7 min read
How to Leverage Alibaba Cloud’s MCP Server for AI‑Powered DevOps Automation
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 30, 2025 · Artificial Intelligence

Build a Travel‑Planning AI Agent in 5 Minutes with Alibaba Cloud’s MCP Service

This guide explains how the open‑source MCP protocol from Anthropic, now offered as a full‑lifecycle service on Alibaba Cloud Bailian, lets you quickly create a plug‑and‑play AI agent that integrates large models with external tools such as maps and weather APIs, all in under five minutes.

Alibaba CloudMCP protocolTravel Planning
0 likes · 9 min read
Build a Travel‑Planning AI Agent in 5 Minutes with Alibaba Cloud’s MCP Service
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Apr 29, 2025 · Artificial Intelligence

Unlock Qwen3: Powerful LLM Features and Zero‑Code Deployment on Alibaba Cloud

This article introduces Qwen3, the latest dense and MOE large language model with dual‑mode reasoning, enhanced inference, multilingual support, and strong agent capabilities, and explains how Alibaba Cloud's PAI‑Model Gallery enables zero‑code, one‑click deployment and enterprise‑grade usage.

Alibaba CloudQwen3Zero‑Code Deployment
0 likes · 6 min read
Unlock Qwen3: Powerful LLM Features and Zero‑Code Deployment on Alibaba Cloud
Alibaba Cloud Native
Alibaba Cloud Native
Apr 23, 2025 · Cloud Native

Diagnosing Slow Deployments in Alibaba Cloud SAE: A Visualized, Step‑by‑Step Guide

This article analyzes the common pain points of Alibaba Cloud Serverless App Engine (SAE) deployments—slow release times, opaque status details, and black‑box instance startup—then presents a visualized, observable, and explainable solution that pinpoints bottlenecks, offers concrete optimizations, and demonstrates the resulting performance improvements.

Alibaba CloudDeployment OptimizationObservability
0 likes · 11 min read
Diagnosing Slow Deployments in Alibaba Cloud SAE: A Visualized, Step‑by‑Step Guide
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Apr 10, 2025 · Artificial Intelligence

Building a Pet Hospital AI Assistant with RAG and LLMs

This article walks through the motivation, core concepts of Retrieval‑Augmented Generation, and a step‑by‑step guide to constructing a pet‑hospital AI assistant on Alibaba Cloud using LLMs, vector databases, and automated pipelines, complete with code examples and practical tips.

AI AssistantAlibaba CloudLLM
0 likes · 18 min read
Building a Pet Hospital AI Assistant with RAG and LLMs
Top Architect
Top Architect
Mar 18, 2025 · Databases

Data Synchronization Strategies Between MySQL and Elasticsearch

The article outlines multiple approaches for synchronizing MySQL data to Elasticsearch—including synchronous and asynchronous dual‑write, Logstash pipelines, binlog real‑time sync, Canal, and Alibaba Cloud DTS—while also promoting related AI products and community services.

Alibaba CloudCanalElasticsearch
0 likes · 16 min read
Data Synchronization Strategies Between MySQL and Elasticsearch
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 17, 2025 · Information Security

How Alibaba Cloud Designs Secure DevSecOps Architecture: Lessons for Enterprises

This article details Alibaba Cloud’s practical experience in designing secure DevSecOps architectures, outlining the challenges of balancing development speed with security, the roles and processes for security architecture design, layered defense strategies, and zero‑trust implementations to help enterprises strengthen product security from the outset.

Alibaba CloudDevSecOpsSecurity Architecture
0 likes · 14 min read
How Alibaba Cloud Designs Secure DevSecOps Architecture: Lessons for Enterprises
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Mar 9, 2025 · Cloud Computing

Deploy QwQ-32B LLM Inference on Alibaba Cloud ACS with vLLM: Step‑by‑Step Guide

This guide walks you through using Alibaba Cloud Container Compute Service (ACS) to provision GPU resources, prepare the QwQ-32B model, configure persistent storage, deploy the model with vLLM, set up OpenWebUI, verify the service, and optionally benchmark its performance, all with detailed commands and YAML examples.

ACSAlibaba CloudBenchmark
0 likes · 17 min read
Deploy QwQ-32B LLM Inference on Alibaba Cloud ACS with vLLM: Step‑by‑Step Guide
Alibaba Cloud Native
Alibaba Cloud Native
Mar 8, 2025 · Cloud Computing

How Alibaba Cloud SAE Gets Lightning‑Fast Startup via Image Caching & CPU Burst

Alibaba Cloud’s Serverless Application Engine (SAE) boosts application stability and responsiveness by employing image caching, DADI‑based P2P pre‑heating, on‑demand block‑level image loading, Java quick‑start, and temporary CPU‑burst scaling, enabling dramatically faster container startup and efficient resource use.

Alibaba CloudCPU BurstDADI
0 likes · 12 min read
How Alibaba Cloud SAE Gets Lightning‑Fast Startup via Image Caching & CPU Burst
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Mar 7, 2025 · Artificial Intelligence

How QwQ-32B Outperforms OpenAI o1-mini and Deploys in One Click on Alibaba Cloud

Alibaba Cloud's newly released QwQ-32B model delivers benchmark‑level performance rivaling top open‑source LLMs, integrates agent capabilities, and can be deployed with a single click through the PAI‑Model Gallery, offering a cost‑effective solution for developers seeking advanced AI inference.

AI BenchmarkAlibaba CloudLLM
0 likes · 5 min read
How QwQ-32B Outperforms OpenAI o1-mini and Deploys in One Click on Alibaba Cloud