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DataFunSummit
DataFunSummit
May 18, 2026 · Cloud Native

How AI Is Redefining Cloud‑Native Databases: The Serverless Elasticity and Evolution of TDSQL‑C

The article outlines how Tencent Cloud's TDSQL‑C tackles the four core pain points of traditional databases—elasticity, tuning difficulty, cost waste, and operational complexity—by adopting a storage‑compute‑separated, Serverless architecture, AI‑driven predictive scaling, a self‑learning optimizer, and the AI Navigator management system, delivering up to 30% performance gains and 20% cost reduction in real‑world use cases.

AI optimizerHermes AgentServerless
0 likes · 13 min read
How AI Is Redefining Cloud‑Native Databases: The Serverless Elasticity and Evolution of TDSQL‑C
DataFunSummit
DataFunSummit
May 15, 2026 · Artificial Intelligence

From Text to Images: Building Multimodal Product Search with Elasticsearch Serverless

The article analyzes the shift from keyword‑based to multimodal e‑commerce search, outlines a generic architecture that combines text and image embedding with vector retrieval, and demonstrates how Elasticsearch Serverless and Alibaba Cloud AI Search platform enable a low‑cost, scalable, and high‑performance product search solution.

AI searchElasticsearchEmbedding
0 likes · 20 min read
From Text to Images: Building Multimodal Product Search with Elasticsearch Serverless
DataFunSummit
DataFunSummit
May 7, 2026 · Artificial Intelligence

From Text to Images: Building Multimodal Product Search with Elasticsearch Serverless

This article walks through a complete multimodal product search solution, explaining how embedding and vector retrieval technologies—combined with Elasticsearch Serverless and Alibaba Cloud AI Search—enable image‑based and semantic queries, detailing the architecture, key algorithms, quantization tricks, and practical deployment steps.

AI searchElasticsearchEmbedding
0 likes · 22 min read
From Text to Images: Building Multimodal Product Search with Elasticsearch Serverless
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Apr 22, 2026 · Operations

Avoid 90% of Kubernetes Ops Pitfalls: A Definitive Guide

This guide outlines the five most common Kubernetes operational pitfalls, offers step‑by‑step remediation practices, introduces three emerging trends such as AI‑assisted troubleshooting, serverless clusters, and Tekton CI/CD, and provides three ready‑to‑copy kubectl commands to streamline daily management.

DevOpsKubernetesOperations
0 likes · 9 min read
Avoid 90% of Kubernetes Ops Pitfalls: A Definitive Guide
Tencent Cloud Developer
Tencent Cloud Developer
Apr 22, 2026 · Artificial Intelligence

How Cube Sandbox Achieves Sub‑60ms Secure AI Agent Execution

Tencent Cloud open‑sources Cube Sandbox, a hardware‑isolated, sub‑60 ms startup sandbox for AI agents that is E2B‑compatible, dramatically reduces memory usage, supports continuous "think‑execute‑feedback" loops, and outperforms traditional Docker‑based sandboxes in speed, security, and scalability.

AI agentsE2BRust
0 likes · 7 min read
How Cube Sandbox Achieves Sub‑60ms Secure AI Agent Execution
Alibaba Cloud Native
Alibaba Cloud Native
Apr 21, 2026 · Cloud Native

Why Alibaba Cloud’s AgentRun Is Redefining Managed AI Agents for Enterprises

AgentRun offers a cloud‑native, serverless platform that abstracts the full lifecycle of AI agents—definition, runtime, session, and event stream—while providing enterprise‑grade features such as model‑agnostic services, data‑in‑region networking, unified credential management, multi‑tenant isolation, full‑stack observability, and elastic scaling.

AI agentsCloud NativeEnterprise AI
0 likes · 16 min read
Why Alibaba Cloud’s AgentRun Is Redefining Managed AI Agents for Enterprises
DataFunSummit
DataFunSummit
Apr 19, 2026 · Artificial Intelligence

How to Build a Multimodal Product Search Engine with Embedding and Vector Retrieval on Elasticsearch Serverless

This article explains a complete multimodal product search solution that combines text and image embeddings, dense, sparse, and hybrid models, vector similarity metrics, and Elasticsearch Serverless features such as dense_vector, sparse_vector, hybrid search, quantization, and RRF ranking to achieve fast, accurate, and cost‑effective retrieval.

AIElasticsearchEmbedding
0 likes · 20 min read
How to Build a Multimodal Product Search Engine with Embedding and Vector Retrieval on Elasticsearch Serverless
Java Web Project
Java Web Project
Apr 19, 2026 · Industry Insights

Why Spring Boot Falters in Serverless: Comparing Quarkus, Micronaut & Helidon

Spring Boot’s heavy runtime, driven by reflection and classpath scanning, incurs long cold starts and high memory usage, making it costly for serverless and edge deployments; lightweight frameworks like Quarkus, Micronaut, and Helidon shift work to compile time and offer native images, but introduce trade‑offs in dynamism, ecosystem coverage, and build complexity.

HelidonMicronautQuarkus
0 likes · 10 min read
Why Spring Boot Falters in Serverless: Comparing Quarkus, Micronaut & Helidon
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Apr 17, 2026 · Big Data

What Spark 4.0 Brings: VARIANT Type, Native SQL UDFs, and Serverless Enhancements

Apache Spark 4.0 introduces a high‑performance VARIANT data type for semi‑structured JSON, native SQL UDFs that eliminate Python UDF bottlenecks, a richer Python DataSource API, a new pipeline syntax, upgraded Structured Streaming state management, and Alibaba Cloud EMR Serverless optimizations that together deliver up to 30% speed gains and seamless migration from Spark 3.x.

Apache SparkPython APISQL UDF
0 likes · 12 min read
What Spark 4.0 Brings: VARIANT Type, Native SQL UDFs, and Serverless Enhancements
Architect Chen
Architect Chen
Apr 15, 2026 · Cloud Native

Choosing the Right Microservice Deployment: Multi-Instance, Containers, Serverless & Kubernetes

This article compares four microservice deployment strategies—single-host multi-instance, containerized with Kubernetes, serverless functions, and full orchestration—detailing their architectures, benefits, drawbacks, and suitable scenarios, helping engineers select the most appropriate approach for scalability, reliability, and operational complexity.

Cloud NativeMicroservicesServerless
0 likes · 4 min read
Choosing the Right Microservice Deployment: Multi-Instance, Containers, Serverless & Kubernetes
Alibaba Cloud Native
Alibaba Cloud Native
Apr 14, 2026 · Artificial Intelligence

The Hidden Memory Crisis in AI Agents—and a Scalable Solution

AI agents often forget user intents after a few interactions, leading to poor experience and lost business, and while building a reliable memory system is technically feasible, teams face challenges in storage, retrieval, consistency, scalability, compliance, and operational overhead, which AgentLoop MemoryStore aims to solve with a serverless, enterprise‑grade architecture.

AI memoryAgent ArchitectureAgentLoop
0 likes · 21 min read
The Hidden Memory Crisis in AI Agents—and a Scalable Solution
IT Services Circle
IT Services Circle
Apr 11, 2026 · Databases

Why Sharding Isn’t Dead: Modern Alternatives and When to Use Them

The article revisits the rise and fall of database sharding, explains why it became problematic, and evaluates newer cloud‑native, distributed‑SQL, and serverless databases as modern replacements, offering a practical four‑step guide to help engineers choose the right solution for their workload and team.

Cloud NativeDistributed SQLOperations
0 likes · 23 min read
Why Sharding Isn’t Dead: Modern Alternatives and When to Use Them
21CTO
21CTO
Apr 5, 2026 · Industry Insights

Can AI‑Powered EmDash Replace WordPress on Cloudflare Workers?

Cloudflare's new EmDash CMS, built with TypeScript and AI integration on the serverless Workers platform, challenges WordPress by offering a sandboxed, scalable alternative, but faces hurdles like a missing plugin ecosystem and early authentication bugs.

AIAstroCMS
0 likes · 7 min read
Can AI‑Powered EmDash Replace WordPress on Cloudflare Workers?
IT Architects Alliance
IT Architects Alliance
Mar 18, 2026 · Cloud Native

Why Serverless Projects Fail in Production and How to Avoid the Pitfalls

The article analyzes common misconceptions and hidden costs of serverless adoption, outlines four critical steps from PoC to production, and presents five enterprise‑grade best practices—including scenario selection, framework usage, observability, security, and cost governance—to ensure reliable, cost‑effective serverless deployments.

Cloud NativeCost OptimizationObservability
0 likes · 9 min read
Why Serverless Projects Fail in Production and How to Avoid the Pitfalls
Tencent Technical Engineering
Tencent Technical Engineering
Mar 2, 2026 · Artificial Intelligence

Turn AI from Intern to Certified Expert with CloudBase Agent Skills

This article explains how to package eight years of cloud development experience into Agent Skills, enabling AI to generate production‑ready code, overcome local‑only limitations, and follow secure engineering practices through progressive skill loading, cloud‑native authentication, and database access controls.

AI Agent SkillsProduction‑Ready AIPrompt engineering
0 likes · 20 min read
Turn AI from Intern to Certified Expert with CloudBase Agent Skills
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 Native
Alibaba Cloud Native
Feb 25, 2026 · Cloud Native

How a 100M‑MAU Parenting App Scaled with RocketMQ 5.x Serverless for Real‑Time Messaging

The article details how the "Qinbao" parenting app, serving over ten million daily active users and massive photo/video uploads, tackled high‑concurrency writes, instant cross‑device notifications, and distributed transaction consistency by migrating to Alibaba Cloud RocketMQ 5.x Serverless, achieving millisecond latency, elastic scaling, and near‑perfect reliability.

Cloud NativeMessagingMobile Backend
0 likes · 9 min read
How a 100M‑MAU Parenting App Scaled with RocketMQ 5.x Serverless for Real‑Time Messaging
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Feb 9, 2026 · Cloud Native

Eliminate Data Bottlenecks in Large‑Scale Argo Workflows with VolumePopulator

By integrating Alibaba Cloud ACK’s Kubernetes VolumePopulator with Argo Workflows, this guide shows how to pre‑populate independent high‑performance volumes for each parallel task, eliminating I/O contention, ensuring data isolation, and enabling scalable, serverless‑accelerated pipelines for large‑scale data processing.

Alibaba Cloud ACKArgo WorkflowsKubernetes
0 likes · 11 min read
Eliminate Data Bottlenecks in Large‑Scale Argo Workflows with VolumePopulator
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 29, 2026 · Backend Development

How to Build a BFF Agent with LangGraph: A Step‑by‑Step Guide

This article walks through integrating an AI‑powered Agent into an internal BFF platform using LangGraph, detailing the architectural choices, state‑graph implementation, prompt engineering, knowledge‑base construction, tool integration, conversation handling, and context compression techniques to enable reliable script generation, execution, and validation.

AIAgentLangGraph
0 likes · 24 min read
How to Build a BFF Agent with LangGraph: A Step‑by‑Step Guide
Alibaba Cloud Native
Alibaba Cloud Native
Jan 27, 2026 · Cloud Native

How Serverless Sandboxes Power Secure AI Agents

This article explains how lightweight security sandboxes in serverless function compute provide strong process isolation, elastic resource scaling, and pay‑per‑use economics, enabling AI agents to execute untrusted code safely while supporting session lifecycle management, protocol extensions, and cost‑effective billing models.

AI AgentCloud NativeFunction Compute
0 likes · 12 min read
How Serverless Sandboxes Power Secure AI Agents
php Courses
php Courses
Jan 27, 2026 · Backend Development

Why PHP Is Still Thriving in 2026: Core Advantages and Future Trends

Despite long‑standing rumors of its demise, PHP powers over 80% of websites in 2026, offering web‑native productivity, a mature ecosystem, pragmatic flexibility, and emerging trends like micro‑services and serverless, making it a compelling choice for modern backend development.

EcosystemMicroservicesPHP
0 likes · 7 min read
Why PHP Is Still Thriving in 2026: Core Advantages and Future Trends
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
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Jan 15, 2026 · Cloud Native

Mastering Microservice Deployment: K8s, Service Mesh, Containerization & Serverless

This guide outlines four primary microservice deployment strategies—Kubernetes orchestration, service‑mesh architecture, containerization, and serverless functions—detailing their principles, core advantages, and ideal use cases for large‑scale distributed systems, and highlights self‑healing, auto‑scaling, zero‑ops, and observability features that help handle massive traffic spikes.

MicroservicesServerlesscloud-native
0 likes · 5 min read
Mastering Microservice Deployment: K8s, Service Mesh, Containerization & Serverless
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Dec 29, 2025 · Cloud Native

How a Visual Platform Cut Search Costs by 60% with All‑in‑Elasticsearch

This case study details how a major internet visual platform consolidated its log, keyword, and vector search workloads onto Alibaba Cloud Elasticsearch, eliminating three separate pipelines, reducing write‑costs by 60%, cutting storage expenses over 60%, and achieving multi‑fold performance gains through serverless scaling, FalconSeek engine optimizations, and unified monitoring.

Cost OptimizationElasticsearchRAG
0 likes · 10 min read
How a Visual Platform Cut Search Costs by 60% with All‑in‑Elasticsearch
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Dec 15, 2025 · Backend Development

Why a Hot‑Word Update Crashed Elasticsearch and How Serverless Index‑Level Dictionaries Fix It

A real‑world incident where adding a hot term to the IK analyzer caused a P0 outage in an e‑commerce search system is dissected, revealing a clash between dynamic dictionary updates and immutable inverted indexes, and showing how Alibaba Cloud Elasticsearch Serverless’s index‑level dictionary isolation eliminates the problem while keeping services uninterrupted.

Hot UpdateIK AnalyzerIndex-level Dictionary
0 likes · 14 min read
Why a Hot‑Word Update Crashed Elasticsearch and How Serverless Index‑Level Dictionaries Fix It
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Oct 28, 2025 · Big Data

How Huolala Scaled Elasticsearch to 40B Records with Serverless Cloud Architecture

Huolala, a leading smart logistics platform serving over 14 markets and millions of users, detailed its massive Elasticsearch deployment—over 1.5 万 CPU cores, 40 billion records, 4 PB data—highlighting multi‑AZ design, serverless migration, and a comprehensive management platform that boosted performance, reduced costs, and enabled AI‑driven services.

AI searchBig DataElasticsearch
0 likes · 10 min read
How Huolala Scaled Elasticsearch to 40B Records with Serverless Cloud Architecture
php Courses
php Courses
Oct 27, 2025 · Backend Development

Why PHP-FPM Struggles in Cloud‑Native Environments and What Modern Runtimes Offer

This article examines PHP-FPM's historical strengths, its growing incompatibilities with containerized and micro‑service architectures, outlines three key bottlenecks, and presents modern alternatives such as Swoole, FrankenPHP, and serverless runtimes that enable higher performance, better resource efficiency, and improved observability.

ServerlessSwoolecloud-native
0 likes · 7 min read
Why PHP-FPM Struggles in Cloud‑Native Environments and What Modern Runtimes Offer
Alibaba Cloud Native
Alibaba Cloud Native
Oct 24, 2025 · Cloud Native

Why Upgrade to MCP Streamable HTTP? Boost Performance and Session Management in Serverless

This article explains the limitations of the traditional HTTP+SSE transport for MCP, introduces the new MCP Streamable HTTP protocol with its unified endpoint, on‑demand streaming and session recovery features, and shows how it improves connection count, success rate, latency, and overall reliability for serverless function compute workloads.

Function ComputeMCPServerless
0 likes · 20 min read
Why Upgrade to MCP Streamable HTTP? Boost Performance and Session Management in Serverless
Alibaba Cloud Native
Alibaba Cloud Native
Sep 30, 2025 · Cloud Native

Deploy a Scalable MCP Server with Function Compute and MSE Nacos

This guide explains how to address high deployment costs, slow iteration, and poor manageability of MCP Server by using Alibaba Cloud Function Compute for serverless execution and MSE Nacos Enterprise for automatic registration, dynamic configuration, and unified service governance.

Function ComputeMCPMSE Nacos
0 likes · 13 min read
Deploy a Scalable MCP Server with Function Compute and MSE Nacos
Tencent Tech
Tencent Tech
Sep 23, 2025 · Cloud Computing

Why Agent Infra Is the Next Evolution in Cloud Computing for AI Agents

This article explains how cloud computing has historically reduced accidental complexity, why AI agents introduce a fundamentally new software paradigm, and how Tencent Cloud's Agent Infra and Agent Runtime provide a layered, serverless, and secure infrastructure to support autonomous, uncertain, and complex AI workloads.

AIAutonomous AgentsSecurity
0 likes · 18 min read
Why Agent Infra Is the Next Evolution in Cloud Computing for AI Agents
Alibaba Cloud Native
Alibaba Cloud Native
Sep 19, 2025 · Cloud Native

Why Serverless Is the Future of AI Apps: From Stateless to Session‑Aware Cloud‑Native Architecture

The article examines how AI application infrastructure is shifting from traditional always‑on, stateless deployments to serverless models that balance cost, scalability, and stateful conversational needs, outlining architectural challenges, evolution stages, and emerging solutions such as external state storage, session‑affinity scheduling, durable functions, and session‑oriented runtimes.

AIRuntimeServerless
0 likes · 26 min read
Why Serverless Is the Future of AI Apps: From Stateless to Session‑Aware Cloud‑Native Architecture
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 Native
Alibaba Cloud Native
Sep 16, 2025 · Cloud Computing

How Serverless Billing Evolved: From Per-Request to Resource-Based Pricing

From the early days of per‑hour VM rentals to today’s millisecond‑granular, resource‑aware pricing, serverless function compute has transformed its billing models across three stages, each driven by advances in request boundary detection, concurrency handling, and AI‑centric resource consumption, aligning cost with actual usage.

AIFunction ComputeResource Management
0 likes · 9 min read
How Serverless Billing Evolved: From Per-Request to Resource-Based Pricing
FunTester
FunTester
Sep 16, 2025 · Fundamentals

Why Going Stateless Beats Indexing: The Surprising Power of Grep in AI Coding Assistants

The article explains how Claude Code’s decision to use real‑time grep instead of code indexing reflects a 50‑year‑old Unix philosophy, showing that stateless design improves composability, scalability, predictability, and privacy across AI assistants, serverless platforms, and distributed systems.

AI assistantsDistributed SystemsServerless
0 likes · 19 min read
Why Going Stateless Beats Indexing: The Surprising Power of Grep in AI Coding Assistants
Tencent Cloud Developer
Tencent Cloud Developer
Sep 16, 2025 · Fundamentals

Why Going Stateless Beats Indexing: The Surprising Power of Unix‑Inspired Design

This article explores why Claude Code’s decision to use real‑time grep instead of vector indexing reflects a 50‑year‑old stateless philosophy that improves composability, scalability, predictability and privacy, while also examining the historical roots, practical advantages, trade‑offs, and how the approach fits into modern AI‑driven development.

AI programming assistantsServerlessStateless Design
0 likes · 20 min read
Why Going Stateless Beats Indexing: The Surprising Power of Unix‑Inspired Design
DevOps Coach
DevOps Coach
Sep 14, 2025 · Operations

How We Cut Redis Costs by 95% with AWS ElastiCache Serverless for Argo CD

This article details Kaltura's migration of Argo CD's built‑in Redis to AWS ElastiCache Serverless for Valkey, explaining the cost, performance, and operational challenges of the default setup, the step‑by‑step migration process, and the substantial savings and reliability gains achieved.

Argo CDCost OptimizationElastiCache
0 likes · 11 min read
How We Cut Redis Costs by 95% with AWS ElastiCache Serverless for Argo CD
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 Native
Alibaba Cloud Native
Sep 5, 2025 · Artificial Intelligence

Why Today's Cloud‑Native Runtimes Fail AI Agents and How a New Serverless Architecture Can Fix It

The article argues that the rapid rise of LLM‑driven AI agents exposes fundamental mismatches in current cloud‑native runtimes such as Kubernetes, and proposes an AI‑native serverless evolution that delivers lightweight session management, secure sandboxes, extreme elasticity, and cost‑effective on‑demand execution.

AIFunction ComputingRuntime
0 likes · 32 min read
Why Today's Cloud‑Native Runtimes Fail AI Agents and How a New Serverless Architecture Can Fix It
ITPUB
ITPUB
Aug 31, 2025 · Cloud Native

Is Docker Still the King? Exploring the Next Generation of Container Tools

The article examines Docker's historic impact, its growing limitations in modern, large‑scale and diverse development environments, and surveys emerging lightweight runtimes, local development alternatives like ServBay, evolving orchestration options, and future trends shaping a more modular, secure, and AI‑driven container ecosystem.

Cloud NativeDockerKubernetes
0 likes · 9 min read
Is Docker Still the King? Exploring the Next Generation of Container Tools
Code Wrench
Code Wrench
Aug 10, 2025 · Cloud Native

Boost Go Performance with Nuclio: A Serverless Platform for High‑Throughput Edge and AI Workloads

Nuclio is an open‑source, Go‑friendly serverless platform that delivers high‑throughput, low‑latency function execution on local machines, Kubernetes, or edge environments, offering native Go support, flexible triggers, built‑in observability, and easy deployment steps for streaming, API, and AI inference use cases.

AI inferenceEdge ComputingKubernetes
0 likes · 6 min read
Boost Go Performance with Nuclio: A Serverless Platform for High‑Throughput Edge and AI Workloads
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 6, 2025 · Operations

How Alibaba Cloud’s Serverless Elasticsearch Powers Data‑Driven Operations

Alibaba Cloud’s Serverless Elasticsearch service, combined with the SREWorks data‑driven operations platform, offers a cloud‑native, real‑time search and analytics engine that integrates metric and log collection, cost management, and health monitoring to enhance scalability, performance, and operational efficiency for enterprise applications.

Cloud NativeDataOpsElasticsearch
0 likes · 11 min read
How Alibaba Cloud’s Serverless Elasticsearch Powers Data‑Driven Operations
Alibaba Cloud Developer
Alibaba Cloud Developer
Jul 25, 2025 · Artificial Intelligence

Build an Agentic RAG AI App in Days with RDS Supabase & LangChain

This article demonstrates how to rapidly create a full‑stack Agentic Retrieval‑Augmented Generation (RAG) application using Alibaba Cloud RDS PostgreSQL‑based Supabase, covering data preparation, vector storage, real‑time communication, authentication, deployment steps, performance optimizations, and code examples with LangChain and large language models.

AI ApplicationAgentic RAGLangChain
0 likes · 18 min read
Build an Agentic RAG AI App in Days with RDS Supabase & LangChain
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jul 24, 2025 · Cloud Computing

Why Serverless Is the Best Way to Deploy Enterprise MCP Servers

The article explains how the MCP protocol standardizes AI model interactions with external services, outlines the challenges of deploying MCP servers in enterprises, and demonstrates how Huawei Cloud FunctionGraph's serverless workflow offers a low‑cost, scalable, and secure solution with step‑by‑step deployment guidance.

AI integrationCloud FunctionsMCP
0 likes · 8 min read
Why Serverless Is the Best Way to Deploy Enterprise MCP Servers
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
Ops Development & AI Practice
Ops Development & AI Practice
Jul 3, 2025 · Operations

Why Event-Driven Architecture Is the Secret Sauce for Resilient Ops

The article explains how Event‑Driven Architecture (EDA) transforms traditional request‑response systems into decoupled, asynchronous pipelines that boost system resilience, scalability, observability, and agility, and it demonstrates a practical AWS EventBridge image‑processing workflow.

AWS EventBridgeEDAEvent-Driven Architecture
0 likes · 10 min read
Why Event-Driven Architecture Is the Secret Sauce for Resilient Ops
Alibaba Cloud Native
Alibaba Cloud Native
Jul 1, 2025 · Cloud Native

How Alibaba Cloud Function Compute Uses OpenTelemetry for Full‑Stack Tracing

The article explains how Alibaba Cloud Function Compute upgraded its tracing capabilities from Jeager 2.0 to the OpenTelemetry W3C standard, delivering end‑to‑end observability, transparent cold‑start analysis, cross‑environment context propagation, dynamic sampling, and AI‑assisted debugging for serverless workloads.

Function ComputeObservabilityOpenTelemetry
0 likes · 6 min read
How Alibaba Cloud Function Compute Uses OpenTelemetry for Full‑Stack Tracing
IT Architects Alliance
IT Architects Alliance
Jun 27, 2025 · Cloud Computing

What Is Serverless Architecture and Why It’s Transforming Modern Cloud Computing

Serverless architecture shifts server management to cloud providers, offering on‑demand function‑as‑a‑service and backend‑as‑a‑service solutions that enable automatic scaling, cost efficiency, faster development, enhanced security, and versatile use cases across e‑commerce, IoT, mobile apps, and big‑data analytics.

DevOpsScalabilityServerless
0 likes · 12 min read
What Is Serverless Architecture and Why It’s Transforming Modern Cloud Computing
Tencent Cloud Middleware
Tencent Cloud Middleware
Jun 25, 2025 · Cloud Computing

How Tencent Cloud TDMQ Serverless RabbitMQ Implements Distributed Rate Limiting for High‑Concurrency

This article deeply examines Tencent Cloud TDMQ RabbitMQ Serverless's distributed rate‑limiting mechanism, covering its necessity, design principles, token‑based throttling architecture, implementation challenges, client‑side error handling, and practical guidelines for planning load and configuring alerts to ensure stable high‑throughput messaging.

RabbitMQServerlessTDMQ
0 likes · 20 min read
How Tencent Cloud TDMQ Serverless RabbitMQ Implements Distributed Rate Limiting for High‑Concurrency
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 19, 2025 · Artificial Intelligence

Build Efficient Multimodal Text‑Image Search with Alibaba Cloud Milvus

This guide explains how to use Alibaba Cloud Milvus to create a scalable, high‑performance multimodal search system that supports text‑to‑image, image‑to‑image, and cross‑modal queries across various business scenarios, detailing architecture, deployment steps, validation, and resource cleanup.

AIMilvusMultimodal Retrieval
0 likes · 8 min read
Build Efficient Multimodal Text‑Image Search with Alibaba Cloud Milvus
21CTO
21CTO
Jun 18, 2025 · Fundamentals

Run a Full Linux Desktop Directly in Your Browser with WebVM

WebVM is a serverless, client‑side virtual environment that runs an unmodified Debian Linux distribution in the browser via WebAssembly, offering a complete Linux toolchain, graphical interface, network support, AI assistant integration, and flexible deployment options.

BrowserCheerpXLinux
0 likes · 4 min read
Run a Full Linux Desktop Directly in Your Browser with WebVM
Alibaba Cloud Native
Alibaba Cloud Native
May 28, 2025 · Cloud Native

How Alibaba Cloud Function Compute Cuts MCP Server Idle Costs by Up to 87%

This article explains how Alibaba Cloud Function Compute (FC) provides a serverless, pay‑per‑use environment for MCP Server, introduces the session‑affinity challenges that cause resource idle time, and details the idle‑billing mechanism that can reduce overall MCP Server costs by as much as 87% while preserving performance.

Cost OptimizationFunction ComputeIdle Billing
0 likes · 10 min read
How Alibaba Cloud Function Compute Cuts MCP Server Idle Costs by Up to 87%
360 Smart Cloud
360 Smart Cloud
May 16, 2025 · Cloud Computing

Why Cloud‑Hosted MCP Servers Are Redefining AI Application Development

The Model Context Protocol (MCP) is emerging as a de‑facto standard for AI interactions, and cloud‑hosted MCP servers are gaining traction by lowering developer barriers, enhancing SaaS integration, meeting enterprise compliance, while also facing deployment speed, traffic variability, and complex logic challenges that serverless function compute aims to resolve.

AIFunction ComputeMCP
0 likes · 9 min read
Why Cloud‑Hosted MCP Servers Are Redefining AI Application Development
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%
macrozheng
macrozheng
May 13, 2025 · Backend Development

Why Supabase Is the Ultimate Open‑Source Backend for Rapid App Development

This article introduces Supabase, an open‑source Firebase alternative built on PostgreSQL that offers RESTful and GraphQL APIs, real‑time data sync, authentication, and serverless functions, and provides step‑by‑step guidance for cloud‑hosted or local deployment to accelerate backend development.

Backend-as-a-ServicePostgreSQLReal-time API
0 likes · 7 min read
Why Supabase Is the Ultimate Open‑Source Backend for Rapid App Development
Alibaba Cloud Native
Alibaba Cloud Native
Apr 24, 2025 · Artificial Intelligence

How MCP Bridges AI Data Silos with STDIO and SSE: Deep Technical Walkthrough

This article explores the Model Context Protocol (MCP) as a universal USB‑C‑like interface for AI, detailing its client‑server architecture, the STDIO and SSE transport mechanisms, a stdio‑to‑SSE proxy, serverless deployment on Function Compute, performance benchmarks, and practical tips for production use.

AI integrationFunction ComputeMCP
0 likes · 22 min read
How MCP Bridges AI Data Silos with STDIO and SSE: Deep Technical Walkthrough
Alibaba Cloud Native
Alibaba Cloud Native
Apr 23, 2025 · Cloud Native

Deploy Bolt.diy on Alibaba Cloud Function Compute in Minutes

This guide walks you through deploying the open‑source Bolt.diy platform on Alibaba Cloud Function Compute, integrating Bailei model services, configuring API keys, and using AI‑assisted code generation for a full‑stack, serverless application.

AI code generationBolt.diyFunction Compute
0 likes · 8 min read
Deploy Bolt.diy on Alibaba Cloud Function Compute in Minutes
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 Native
Alibaba Cloud Native
Apr 16, 2025 · Cloud Native

How to Achieve Multi‑Region Serverless GPU Scheduling with ACK One Registered Clusters

This guide explains how Alibaba Cloud's ACK One registered clusters can provide multi‑region, serverless GPU compute for AI workloads by using Kubernetes‑compatible labels, the ack‑co‑scheduler, and ResourcePolicy objects to dynamically allocate resources across regions, with step‑by‑step configuration examples.

ACK OneGPU schedulingServerless
0 likes · 11 min read
How to Achieve Multi‑Region Serverless GPU Scheduling with ACK One Registered Clusters
Tencent Technical Engineering
Tencent Technical Engineering
Apr 7, 2025 · Cloud Native

Deploying MCP Server on Serverless Cloud Functions with Cube Secure Containers

The article explains how to deploy a Model Context Protocol (MCP) server—illustrated with a Python weather‑query example—on Tencent Cloud Function using either a Docker image or direct code upload, leverages Cube’s high‑security lightweight containers for fast start‑up, and highlights serverless benefits such as automatic scaling, cost efficiency, and simplified operations compared with Kubernetes for AI agents and tool integration.

Cloud FunctionsCube Secure ContainerDeployment
0 likes · 21 min read
Deploying MCP Server on Serverless Cloud Functions with Cube Secure Containers
21CTO
21CTO
Apr 2, 2025 · Cloud Native

How Hyperlight Wasm Enables Near-Instant, Secure Serverless Apps on Windows and Linux

Hyperlight Wasm, an open‑source lightweight virtual machine manager built with Rust, combines a micro‑VM and a WebAssembly runtime to launch secure, isolated applications in 1‑2 ms on Windows and Linux, offering fast startup, strong sandboxing, and upcoming CNCF support, while noting current platform limits.

CNCFHyperlightRust
0 likes · 6 min read
How Hyperlight Wasm Enables Near-Instant, Secure Serverless Apps on Windows and Linux
php Courses
php Courses
Mar 31, 2025 · Backend Development

PHP Ecosystem in 2025: New Language Features, Framework Trends, Design Patterns, and Emerging Applications

The 2025 PHP ecosystem overview details the language’s new features such as enhanced generics and fibers, performance improvements via JIT and OPcache, evolving best practices, the latest trends in major and micro frameworks, modern design pattern implementations, cloud‑native deployment, AI integration, and future directions.

BackendCloud NativeDesign Patterns
0 likes · 17 min read
PHP Ecosystem in 2025: New Language Features, Framework Trends, Design Patterns, and Emerging Applications
Alibaba Cloud Native
Alibaba Cloud Native
Mar 13, 2025 · Cloud Native

How to Extend SAE with Sidecar Containers for Custom Logging and Monitoring

This article explains how Alibaba Cloud's Serverless Application Engine (SAE) uses sidecar containers to let users add custom log collection, metric monitoring, and resource isolation without modifying their main application code, detailing configuration modes, operational tools, and a step‑by‑step implementation example.

SAEServerlessSidecar
0 likes · 12 min read
How to Extend SAE with Sidecar Containers for Custom Logging and Monitoring
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Mar 11, 2025 · Databases

Mastering Hologres Compute Groups: Isolation, Elasticity, and Serverless Strategies

This guide explains Hologres compute group instances, covering the four core challenges of real‑time data warehouses, the architecture and benefits of elastic compute groups, time‑based elasticity, serverless computing, query queue, and step‑by‑step practices for management, authorization, connection, monitoring, and migration.

Compute GroupsHologresLoad Isolation
0 likes · 20 min read
Mastering Hologres Compute Groups: Isolation, Elasticity, and Serverless Strategies
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
php Courses
php Courses
Mar 6, 2025 · Backend Development

Integrating PHP with Modern Web Development Trends

The article explores how PHP can stay relevant by embracing API‑driven development, GraphQL, microservices, serverless architectures, WebAssembly, and AI/ML, offering developers practical guidance to build modern, efficient, and secure web applications.

AIAPIGraphQL
0 likes · 5 min read
Integrating PHP with Modern Web Development Trends
DataFunSummit
DataFunSummit
Feb 27, 2025 · Big Data

Case Study: Migrating Spark Thinking Education's Big Data Architecture from EMR to Serverless

This article details Spark Thinking Education's comprehensive migration from EMR to a serverless big‑data architecture, outlining the challenges of elasticity, cost accounting, and resource contention, the step‑by‑step implementation of serverless compute, storage, and integration services, and the resulting performance, cost, and stability gains.

Big DataCost OptimizationServerless
0 likes · 41 min read
Case Study: Migrating Spark Thinking Education's Big Data Architecture from EMR to Serverless
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Feb 19, 2025 · Databases

How Alibaba Cloud Elasticsearch Serverless Cuts Log Costs by Over 70%

This article compares Alibaba Cloud Elasticsearch Serverless with self‑built Elasticsearch clusters for log processing, highlighting cost reductions over 70 %, improved performance stability, automatic scaling, and step‑by‑step guidance to activate and configure the serverless service for real‑world workloads.

Cost OptimizationElasticsearchLog Analytics
0 likes · 8 min read
How Alibaba Cloud Elasticsearch Serverless Cuts Log Costs by Over 70%
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jan 23, 2025 · Big Data

How Alibaba Cloud DataWorks Leverages Flink CDC for Scalable Data Lake Integration

Alibaba Cloud DataWorks’ Data Integration platform, built on Flink CDC, offers a comprehensive, serverless solution for real‑time and batch data lake ingestion, detailing its architecture, elastic scaling, productized use cases, and future roadmap, including AI‑driven diagnostics and expanded source support.

Big DataData IntegrationData Lake
0 likes · 12 min read
How Alibaba Cloud DataWorks Leverages Flink CDC for Scalable Data Lake Integration
Code Mala Tang
Code Mala Tang
Jan 18, 2025 · Frontend Development

SSR’s Bright Future: Jamstack, React Server Components & WebAssembly

This article explains the fundamentals of Jamstack and server‑side rendering (SSR), compares their roles in modern web development, and examines emerging trends such as React Server Components, WebAssembly integration, serverless architectures, and hybrid rendering, outlining how these innovations shape the future of SSR.

JamstackReactSSR
0 likes · 7 min read
SSR’s Bright Future: Jamstack, React Server Components & WebAssembly
IT Architects Alliance
IT Architects Alliance
Jan 16, 2025 · Cloud Native

How Microservices and Serverless Combine to Transform Modern Applications

Microservices break monoliths into focused services, while serverless offloads infrastructure management to cloud providers; together they boost agility, scalability, cost efficiency, and security, as illustrated by real-world cases from ride‑hailing and e‑commerce, and the article outlines adoption challenges and future opportunities.

Cloud NativeCost OptimizationMicroservices
0 likes · 9 min read
How Microservices and Serverless Combine to Transform Modern Applications
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Jan 16, 2025 · Cloud Native

Master High‑Performance Architecture: Caching, Async, Microservices, and Serverless

This article provides a comprehensive guide to building high‑performance systems by covering distributed caching, asynchronous processing, microservice design, containerization with Docker and Kubernetes, serverless computing, database optimization, and load‑balancing techniques such as peak shaving and valley filling.

Database OptimizationMicroservicesServerless
0 likes · 8 min read
Master High‑Performance Architecture: Caching, Async, Microservices, and Serverless
IT Architects Alliance
IT Architects Alliance
Jan 13, 2025 · Information Security

Microservice Security: Challenges and Key Strategies

The article examines how microservice architecture, as a subset of distributed systems, expands the attack surface and introduces data fragmentation and communication complexities, and outlines comprehensive security strategies—including API protection, service‑to‑service encryption, infrastructure hardening, authentication, vulnerability management, and emerging technologies like service mesh and serverless computing—to safeguard modern applications.

APIServerlessService Mesh
0 likes · 18 min read
Microservice Security: Challenges and Key Strategies
Alibaba Cloud Native
Alibaba Cloud Native
Jan 10, 2025 · Artificial Intelligence

Deploy ComfyUI + Flux on Alibaba Cloud Function Compute in Minutes

This guide walks you through using Alibaba Cloud Function Compute to quickly deploy the Flux‑powered ComfyUI model for generating fluffy pet images, covering setup, role creation, application configuration, workflow import, prompt customization, and important usage considerations.

AI image generationAlibaba CloudComfyUI
0 likes · 10 min read
Deploy ComfyUI + Flux on Alibaba Cloud Function Compute in Minutes
Alibaba Cloud Native
Alibaba Cloud Native
Jan 2, 2025 · Cloud Native

Unlocking Serverless Elastic Scaling: ElasticWorkload, WorkloadSpread, UnitedDeployment & ResourcePolicy Explained

This article explains how Alibaba Cloud ACK’s four configurable plugins—ElasticWorkload, WorkloadSpread, UnitedDeployment, and ResourcePolicy—provide flexible, on‑demand resource scaling for serverless workloads, compares their architectures, outlines usage scenarios, shows real‑world examples, and discusses their strengths and limitations.

ACKKubernetesOpenKruise
0 likes · 33 min read
Unlocking Serverless Elastic Scaling: ElasticWorkload, WorkloadSpread, UnitedDeployment & ResourcePolicy Explained
Baidu Geek Talk
Baidu Geek Talk
Dec 30, 2024 · Industry Insights

How Baidu’s HTAP Table Storage Achieves Massive IO Gains and Faster Development

Baidu’s Search Content Storage team built an HTAP table storage system and a serverless compute‑scheduling architecture that separates OLTP and OLAP workloads, delivering up to 200 GB/s peak IO, reducing storage cost by 75 %, and enabling SQL‑style task development with native FaaS functions.

Big DataCompute SchedulingHTAP
0 likes · 20 min read
How Baidu’s HTAP Table Storage Achieves Massive IO Gains and Faster Development
Alibaba Cloud Native
Alibaba Cloud Native
Dec 20, 2024 · Artificial Intelligence

Deploy AI Image Generation (ComfyUI & Stable Diffusion) on Serverless Function Compute

This guide explains how to quickly deploy popular AI image‑generation models such as ComfyUI and Stable Diffusion WebUI on Alibaba Cloud Function Compute, covering architecture, step‑by‑step deployment, custom workflow creation, model management with NAS, and best‑practice tips for cost and performance.

ComfyUIFunction ComputeNAS storage
0 likes · 17 min read
Deploy AI Image Generation (ComfyUI & Stable Diffusion) on Serverless Function Compute
Alibaba Cloud Native
Alibaba Cloud Native
Dec 19, 2024 · Artificial Intelligence

Deploy Open-Source LLMs on Alibaba Cloud Function Compute in 10 Minutes

This guide explains how to quickly launch an open‑source large language model from ModelScope on Alibaba Cloud Function Compute, covering the required cloud services, step‑by‑step deployment, reserved‑instance configuration, and how to invoke the model via the provided domain.

AIAlibaba CloudDeployment
0 likes · 7 min read
Deploy Open-Source LLMs on Alibaba Cloud Function Compute in 10 Minutes