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3403 articles · Page 4 of 35
Amazon Cloud Developers
Amazon Cloud Developers
Feb 12, 2026 · Big Data

Stop Struggling with Flink Monitoring: Strands Agents Provide AI‑Driven Analysis & Optimization

The article explains how traditional Flink monitoring suffers from scattered metrics, manual root‑cause analysis, and lack of actionable advice, and introduces a cloud‑native system built on Strands Agents and Amazon Bedrock that automatically collects metrics, performs LLM‑powered analysis, generates optimization recommendations, and interacts with users via natural‑language dialogue and real‑time streaming output.

AI monitoringAmazon BedrockApache Flink
0 likes · 12 min read
Stop Struggling with Flink Monitoring: Strands Agents Provide AI‑Driven Analysis & Optimization
ByteDance Data Platform
ByteDance Data Platform
Feb 11, 2026 · Databases

How ByteHouse Redefines Real‑Time Multimodal Analytics with a Cloud‑Native Data Warehouse

ByteHouse, ByteDance's cloud‑native data warehouse, evolves from a traditional warehouse to a next‑generation AI‑ready platform that handles 800+ PB of data, supports 25,000 nodes, and delivers real‑time, multimodal analytics through a decoupled storage‑compute architecture, AI‑driven query optimization, and native vector search integration.

Real-time AnalyticsVector Searchai-optimization
0 likes · 9 min read
How ByteHouse Redefines Real‑Time Multimodal Analytics with a Cloud‑Native Data Warehouse
IT Learning Made Simple
IT Learning Made Simple
Feb 10, 2026 · Fundamentals

Complete Guide to Acing the System Architecture Designer Exam – From Beginner to Certification

This article offers a comprehensive, step‑by‑step roadmap for candidates aiming to become certified System Architecture Designers in China, covering exam fundamentals, eligibility, detailed syllabus breakdown, study schedules, practical preparation tactics, resource recommendations, and career benefits, helping readers efficiently navigate the entire certification process.

career developmentcertificationcloud native
0 likes · 33 min read
Complete Guide to Acing the System Architecture Designer Exam – From Beginner to Certification
Code Wrench
Code Wrench
Feb 9, 2026 · Cloud Native

Is Go the AI‑Recommended Gold Mine for Backend and Cloud‑Native Success?

The article examines AI platforms' rankings of high‑pay programming languages, highlights Go's strengths in performance, concurrency and cloud‑native ecosystems, and offers practical advice and future outlook for developers seeking lucrative and sustainable career paths with Go.

CareerGocloud native
0 likes · 7 min read
Is Go the AI‑Recommended Gold Mine for Backend and Cloud‑Native Success?
JakartaEE China Community
JakartaEE China Community
Feb 9, 2026 · Backend Development

Eclipse Foundation Unveils Jakarta EE 11 with Simplified Data Access and Cloud‑Native Enhancements

The Eclipse Foundation announced Jakarta EE 11, highlighting streamlined data access via the new Jakarta Data spec, support for Java 21 including virtual threads, modernized testing tools, deprecation of Managed Beans, and early certification of several enterprise servers, marking a major step toward cloud‑native Java development.

Enterprise JavaJakarta DataJakarta EE
0 likes · 6 min read
Eclipse Foundation Unveils Jakarta EE 11 with Simplified Data Access and Cloud‑Native Enhancements
Golang Shines
Golang Shines
Feb 7, 2026 · Industry Insights

What Does the Future Hold for Go in the Next 5‑10 Years?

The article examines Go’s high‑performance, concurrency‑rich, cloud‑native strengths and its weaker AI, data‑analysis and front‑end ecosystems, cites engineers’ mixed opinions on its adoption in large tech firms and traditional sectors, and concludes that while Go’s future remains solid, developers must keep learning to stay relevant.

Gobackend developmentcloud native
0 likes · 6 min read
What Does the Future Hold for Go in the Next 5‑10 Years?
Alibaba Cloud Native
Alibaba Cloud Native
Feb 6, 2026 · Cloud Native

Ingress NGINX Retirement: Impact, Risks, and Migration Strategies

Kubernetes SIG Network and Security committees announced the retirement of Ingress NGINX, detailing the end‑of‑life timeline, lack of future releases or security patches, and urging users to assess their clusters and migrate to Gateway API or alternative ingress controllers within two months.

Gateway APIIngress NGINXKubernetes
0 likes · 5 min read
Ingress NGINX Retirement: Impact, Risks, and Migration Strategies
BanTech Think Tank
BanTech Think Tank
Feb 3, 2026 · Cloud Native

Sichuan Rural Commercial Bank Powers Down Mainframe, Rebuilds Core on Alibaba Cloud

After eight years of planning and testing, Sichuan Rural Commercial Bank shut down its legacy mainframe and migrated its entire core banking system to the Alibaba Cloud‑based ShuXin Cloud, achieving multi‑region active‑active architecture, three‑fold processing speed, zero data loss and a foundation for AI‑native finance.

Alibaba CloudMainframe Migrationbanking IT
0 likes · 15 min read
Sichuan Rural Commercial Bank Powers Down Mainframe, Rebuilds Core on Alibaba Cloud
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Feb 1, 2026 · Cloud Native

Master Kubernetes Liveness Probes: When, Why, and How to Use Them

This article provides a comprehensive guide to Kubernetes Liveness Probes, explaining their purpose, the three probe types (HTTP GET, TCP Socket, Exec), how they differ from Readiness and Startup probes, practical YAML examples, verification steps, common pitfalls, troubleshooting tips, and best‑practice recommendations for improving pod stability and self‑healing.

KubernetesReadiness ProbeStartup Probe
0 likes · 10 min read
Master Kubernetes Liveness Probes: When, Why, and How to Use Them
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jan 29, 2026 · Cloud Native

How Alibaba Cloud’s MaxCompute Powers Multi‑Modal AI Data Processing for MOSI Intelligence

In the era of rapid AI advancement, MOSI Intelligence faced IDC storage, compute, and network bottlenecks for large‑scale audio‑video pipelines, prompting a partnership with Alibaba Cloud to build a cloud‑native, one‑stop multi‑modal data processing platform using MaxCompute and the custom MaxFrame engine, dramatically improving performance and operational efficiency.

AI Data PlatformMaxComputeMaxFrame
0 likes · 8 min read
How Alibaba Cloud’s MaxCompute Powers Multi‑Modal AI Data Processing for MOSI Intelligence
JakartaEE China Community
JakartaEE China Community
Jan 28, 2026 · Cloud Native

Key Findings from the 2024 Java Cloud‑Native Survey

The Jakarta EE Working Group surveyed over 170 developers between July and August 2024, revealing that Jakarta EE 8/Java EE 8 remain dominant, Java SE 17 is the most used version, Spring Boot and Tomcat lead runtime adoption, and MicroProfile adoption is split between newer and legacy versions.

Enterprise JavaJakarta EEJava SE
0 likes · 6 min read
Key Findings from the 2024 Java Cloud‑Native Survey
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 agentFunction ComputeSandbox
0 likes · 12 min read
How Serverless Sandboxes Power Secure AI Agents
Volcano Engine Developer Services
Volcano Engine Developer Services
Jan 26, 2026 · Databases

How Volcano Engine veDB Scales to Tens of Thousands of Pods with Cloud‑Native Architecture

This article explains how Volcano Engine's veDB leverages compute‑storage separation, Kubernetes operators, and declarative operations to achieve extreme deployment density, seamless scaling, and high‑availability for millions of database instances, while addressing the challenges of traditional VM‑based deployments.

Database ScalingOperatorcloud native
0 likes · 14 min read
How Volcano Engine veDB Scales to Tens of Thousands of Pods with Cloud‑Native Architecture
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jan 26, 2026 · Cloud Native

How Kimi Scaled AI Agents with Alibaba Cloud’s Elastic Sandbox Architecture

Kimi built a high‑performance, low‑cost AI Agent infrastructure by combining Alibaba Cloud ACK node pools and the ACS Agent Sandbox, addressing challenges of instant sandbox response, state continuity, massive concurrency, cost efficiency, security isolation, and search‑memory integration for production‑grade agents.

AI agentElastic ScalingKubernetes
0 likes · 18 min read
How Kimi Scaled AI Agents with Alibaba Cloud’s Elastic Sandbox Architecture
LuTiao Programming
LuTiao Programming
Jan 25, 2026 · Backend Development

12 2026 Java & Spring Boot Trends Reshaping Backend Development

The article outlines twelve concrete shifts—cloud‑native defaults, Project Loom virtual threads, selective reactive use, AI‑assisted coding, API‑first design, built‑in observability, modular monoliths, security‑by‑design, native images, confidence‑driven testing, DDD revival, and a move from code writing to system judgment—that will define Java backend engineering by 2026.

AI codingJavaNative Image
0 likes · 8 min read
12 2026 Java & Spring Boot Trends Reshaping Backend Development
Subtle Storm
Subtle Storm
Jan 24, 2026 · Cloud Native

How to Deploy a Flask App with Docker: A Step‑by‑Step Guide

This guide walks you through containerizing a Flask web application with Docker, covering project setup, Dockerfile creation, image building, container runtime options, and performance optimizations such as multi‑stage builds, non‑root users, and Gunicorn configuration.

DockerFlaskGunicorn
0 likes · 11 min read
How to Deploy a Flask App with Docker: A Step‑by‑Step Guide
TonyBai
TonyBai
Jan 23, 2026 · Backend Development

What Lies Behind Go’s 91% Satisfaction in 2025 – Hidden Risks and the AI Double‑Edged Sword

The 2025 Go developer survey of 5,379 respondents shows high overall satisfaction but reveals a shrinking newcomer pipeline, lingering best‑practice confusion, trust issues with third‑party modules, and a mixed view of AI‑assisted coding that together signal both strengths and challenges for the language’s future.

AI toolsBackendCommunity Trust
0 likes · 8 min read
What Lies Behind Go’s 91% Satisfaction in 2025 – Hidden Risks and the AI Double‑Edged Sword
DevOps Coach
DevOps Coach
Jan 22, 2026 · Cloud Native

Why YAML Won’t Scale in Kubernetes and What’s Coming Next

The article examines how YAML, once central to Kubernetes, has become a scalability bottleneck due to human error, lack of intent modeling, and configuration debt, and outlines a shift toward intent‑driven, autonomous platforms powered by code‑native execution and continuous SLO enforcement.

Infrastructure automationKubernetesYAML
0 likes · 7 min read
Why YAML Won’t Scale in Kubernetes and What’s Coming Next
Alibaba Middleware
Alibaba Middleware
Jan 22, 2026 · Operations

LoongCollector: 10× Throughput and 80% Resource Savings – In‑Depth Technical Analysis

This article provides a comprehensive technical deep‑dive into LoongCollector, an open‑source cloud‑native data collector, detailing its zero‑copy architecture, lock‑free event pools, multi‑tenant isolation, adaptive concurrency control, benchmark comparisons with FluentBit, Vector and Filebeat, and real‑world production validation at hundred‑petabyte scale.

Benchmarkingcloud nativedata collection
0 likes · 14 min read
LoongCollector: 10× Throughput and 80% Resource Savings – In‑Depth Technical Analysis
Alibaba Middleware
Alibaba Middleware
Jan 22, 2026 · Cloud Native

LoongCollector: 10× Throughput, 80% Resource Savings in Cloud‑Native Observability

LoongCollector, the open‑source cloud‑native collector used by Alibaba Cloud SLS, delivers up to ten‑fold higher throughput and 80% lower CPU‑memory usage than competing agents, thanks to zero‑copy string handling, lock‑free event pools, multi‑tenant queue isolation and adaptive concurrency, proven by extensive PB‑scale benchmarks and real‑world deployments.

cloud nativedata collectiondistributed systems
0 likes · 14 min read
LoongCollector: 10× Throughput, 80% Resource Savings in Cloud‑Native Observability
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 22, 2026 · Cloud Native

Mastering Kubernetes: Complete Architecture, Principles, and Components Explained

This article provides a comprehensive technical overview of Kubernetes, covering its core problems, master‑worker architecture, essential components such as API server, etcd, scheduler, controller manager, kubelet, kube-proxy, container runtimes, and a step‑by‑step deployment workflow, illustrated with diagrams.

Kubernetesarchitecturecloud native
0 likes · 5 min read
Mastering Kubernetes: Complete Architecture, Principles, and Components Explained
Smart Sea Tide
Smart Sea Tide
Jan 22, 2026 · Operations

Adaptive Management of Elasticsearch Cluster Capacity

The article details how eBay's Pronto platform implements an adaptive capacity management system for hundreds of Elasticsearch clusters, describing the challenges of uniform resource allocation, traffic spikes, and resource waste, and outlining a multi‑step process that includes monitoring, pre‑check, analysis, throttling, scaling, and post‑check to ensure high availability and efficient resource use.

AutoscalingCapacity ManagementElasticsearch
0 likes · 20 min read
Adaptive Management of Elasticsearch Cluster Capacity
DevOps Coach
DevOps Coach
Jan 20, 2026 · Cloud Native

How to Scale Kubernetes to Hundreds of Clusters: A Practical Enterprise Guide

This article walks you through the complete journey from a single Kubernetes cluster to a production‑grade, multi‑cluster platform, covering managed services, capacity planning, GitOps pipelines, networking, observability, cost optimisation, upgrade strategies, and the people and processes needed for sustainable large‑scale operations.

Cost ManagementInfrastructureKubernetes
0 likes · 27 min read
How to Scale Kubernetes to Hundreds of Clusters: A Practical Enterprise Guide
TonyBai
TonyBai
Jan 20, 2026 · Artificial Intelligence

Will Go Thrive or Fade in the AI Era? A Deep Dive of GopherCon 2025 Roundtable

In a GopherCon 2025 roundtable, leading engineers discuss how Go’s production‑grade reliability and concurrency make it a strong candidate for AI infrastructure, address career anxieties about AI replacing developers, and outline practical steps for Go developers to stay relevant in the AI‑driven future.

AIGoResponsible AI
0 likes · 11 min read
Will Go Thrive or Fade in the AI Era? A Deep Dive of GopherCon 2025 Roundtable
DataFunSummit
DataFunSummit
Jan 18, 2026 · Big Data

How Ray Reinvents AI Data Pipelines for Massive Multimodal Inference

This article examines the shortcomings of traditional big‑data engines for AI workloads, presents a Ray‑based heterogeneous fusion architecture that unifies CPU/GPU scheduling, Python ecosystems, and streaming‑batch processing, and details fault‑tolerance, checkpointing, compute‑storage separation, resource‑utilization, scalability, and observability improvements that enable thousands of nodes and dramatically higher GPU efficiency.

Distributed ComputingRayResource Optimization
0 likes · 31 min read
How Ray Reinvents AI Data Pipelines for Massive Multimodal Inference
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Jan 17, 2026 · Cloud Native

Deploying Microservices on Kubernetes: A Step‑by‑Step Guide

Learn how to package each microservice into containers and host them on a Kubernetes cluster, covering architecture diagrams, Ingress traffic routing, service discovery, ConfigMap and Secret management, persistent storage, deployment manifests, autoscaling, and CI/CD automation, while avoiding promotional fluff.

CI/CDConfigMapKubernetes
0 likes · 4 min read
Deploying Microservices on Kubernetes: A Step‑by‑Step Guide
Java Architect Handbook
Java Architect Handbook
Jan 14, 2026 · Operations

How to Build a Scalable Prometheus Monitoring System for Big Data on Kubernetes

This guide explains how to design, configure, and implement a Prometheus‑based monitoring solution for big‑data components running in Kubernetes, covering metric exposure methods, scrape configurations, alerting architecture, dynamic rule management, exporter deployment, and practical examples with full YAML snippets.

AlertingBig Data MonitoringExporters
0 likes · 19 min read
How to Build a Scalable Prometheus Monitoring System for Big Data on Kubernetes
Alibaba Middleware
Alibaba Middleware
Jan 13, 2026 · Cloud Native

Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane

Apache Dubbo Admin 0.7.0 transforms the classic registry‑center console into a Kubernetes‑native control plane, adding unified traffic‑governance UI, deep observability with Grafana dashboards, multi‑registry support, event‑driven architecture, and a roadmap for further service‑governance and AI‑assisted features.

Control PlaneDubboKubernetes
0 likes · 9 min read
Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane
Alibaba Middleware
Alibaba Middleware
Jan 13, 2026 · Cloud Native

Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane

Apache Dubbo Admin 0.7.0 transforms the traditional registry console into a Kubernetes‑native control plane, adding hybrid registry support, unified traffic governance, deep observability, and multi‑registry isolation while redesigning the backend with Go and client‑go integration.

Apache DubboControl PlaneKubernetes
0 likes · 10 min read
Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane
Alibaba Middleware
Alibaba Middleware
Jan 12, 2026 · Cloud Native

Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges

The article analyzes the security, state‑keeping, latency, dependency, and cost challenges of running AI Agents in serverless environments and explains how AgentRun, built on Alibaba Cloud Function Compute with RunD isolation and session affinity, provides a secure, low‑cost, high‑performance sandbox solution.

AI agentAgentRunFunction Compute
0 likes · 17 min read
Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges
Alibaba Middleware
Alibaba Middleware
Jan 12, 2026 · Cloud Native

Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges

AgentRun Sandbox leverages Alibaba Cloud Function Compute, RunD secure virtualization, session affinity, and dynamic NAS mounting to provide a high‑performance, low‑cost, stateful execution environment for AI agents, addressing security, cold‑start latency, resource isolation, and lifecycle management challenges inherent to traditional serverless platforms.

AI agentAgentRunFunction Compute
0 likes · 18 min read
Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges
Alibaba Cloud Native
Alibaba Cloud Native
Jan 7, 2026 · Cloud Native

How Alibaba Cloud’s One‑Click I/O Diagnosis Tackles Cloud‑Native I/O Bottlenecks

This article explains how Alibaba Cloud CloudMonitor 2.0 integrates SysOM intelligent diagnosis to automatically detect, analyze, and remediate I/O anomalies in multi‑tenant cloud environments, detailing the architecture, dynamic threshold algorithm, anomaly‑trigger logic, and real‑world case studies.

IO monitoringPerformance Optimizationaliyun
0 likes · 13 min read
How Alibaba Cloud’s One‑Click I/O Diagnosis Tackles Cloud‑Native I/O Bottlenecks
Subtle Storm
Subtle Storm
Jan 6, 2026 · Cloud Native

Canary Deployment: Making New Releases as Natural as Breathing

The article explains how Canary Deployment gradually rolls out new software to a small user subset, monitors performance, and rolls back quickly, offering lower risk, faster feedback, and higher release confidence for large‑scale, mission‑critical systems.

CI/CDGradual ReleaseKubernetes
0 likes · 11 min read
Canary Deployment: Making New Releases as Natural as Breathing
Java Web Project
Java Web Project
Jan 4, 2026 · Backend Development

Unlock Spring 6 & Boot 3: Virtual Threads, Declarative HTTP, and GraalVM Native Images

This article walks through the core upgrades in Spring 6 and Spring Boot 3—raising the JDK baseline, adopting Project Loom virtual threads, using the new @HttpExchange declarative client, standardizing error responses with ProblemDetail, compiling to GraalVM native images, and adding Prometheus monitoring—while providing concrete code examples, performance numbers, and a step‑by‑step migration roadmap.

GraalVMJava 17Prometheus
0 likes · 8 min read
Unlock Spring 6 & Boot 3: Virtual Threads, Declarative HTTP, and GraalVM Native Images
java1234
java1234
Jan 3, 2026 · Backend Development

Ditch the Heavyweight XXL‑Job: An Elegant Nacos‑Based Scheduling Solution

The article analyses the friction between XXL‑Job and a Nacos‑centric stack, proposes the JobFlow design that removes redundant registration, adds full‑link TraceId, strong sharding with distributed locks, intelligent retries and cloud‑native configuration, and demonstrates how these changes simplify operations and improve observability in microservice environments.

JobFlowNacosTraceId
0 likes · 19 min read
Ditch the Heavyweight XXL‑Job: An Elegant Nacos‑Based Scheduling Solution
Java Companion
Java Companion
Jan 3, 2026 · Cloud Native

Ditch the Bulky XXL‑Job? Try This Elegant Nacos‑Based Scheduling Solution

The article analyzes the friction between XXL‑Job and Nacos in cloud‑native environments, proposes the JobFlow design that removes redundant registration and configuration, adds full‑traceability, true sharding with distributed locks, smart retries and cloud‑native configuration, and demonstrates how these changes improve consistency, observability and operational cost.

JobFlowNacosTraceId
0 likes · 19 min read
Ditch the Bulky XXL‑Job? Try This Elegant Nacos‑Based Scheduling Solution
Alibaba Cloud Native
Alibaba Cloud Native
Jan 3, 2026 · Operations

Turning Chaotic Observability Data into Actionable Graphs with UModel

This article examines the evolution of IT observability, explains why traditional metrics, traces, and logs fall short for AI‑driven operations, and introduces UModel—a graph‑based universal observability model that structures fragmented data into a semantic runtime context for autonomous AIOps agents.

AIOpsGraph Modelingcloud native
0 likes · 12 min read
Turning Chaotic Observability Data into Actionable Graphs with UModel
Ray's Galactic Tech
Ray's Galactic Tech
Jan 2, 2026 · Databases

Is Containerized MySQL Ready for Production? A Deep Comparison with Traditional Deployments

This article provides a comprehensive, production‑grade comparison between containerized MySQL on Kubernetes and traditional on‑premises deployments, clarifying core concepts, evaluating elasticity, availability, performance, and operational overhead, and offering concrete best‑practice recommendations, risk considerations, and future trends.

Database OpsMySQLbest practices
0 likes · 8 min read
Is Containerized MySQL Ready for Production? A Deep Comparison with Traditional Deployments
Alibaba Cloud Native
Alibaba Cloud Native
Dec 30, 2025 · Cloud Native

How Materialized Views Cut Log Query Times from Seconds to Milliseconds

Backend developers often struggle with log queries that become unbearably slow at scale, causing timeouts and alerts; this article details how applying Alibaba Cloud Log Service materialized views transformed several real‑world cases—from high‑concurrency SDK calls to complex de‑duplication and latency‑comparison queries—cutting response times from seconds to milliseconds and delivering stable performance.

Materialized ViewSQLcloud native
0 likes · 7 min read
How Materialized Views Cut Log Query Times from Seconds to Milliseconds
DataFunSummit
DataFunSummit
Dec 29, 2025 · Databases

Why Graph Lakehouses Matter: Inside Flavius’ Cloud‑Native Architecture

This article explains the need for graph lakehouses, defines the concept, details Flavius’ cloud‑native three‑layer architecture (FE, BE, MS), highlights its core innovations such as resource management, metadata design, time‑travel, integrated graph compute and training, and showcases real‑world industry applications.

Time Travelcloud nativegraph analytics
0 likes · 17 min read
Why Graph Lakehouses Matter: Inside Flavius’ Cloud‑Native Architecture
Alibaba Cloud Observability
Alibaba Cloud Observability
Dec 29, 2025 · Cloud Native

How Alibaba Cloud Log Service Supercharges Dify’s Scaling and Cuts DB Costs

This article examines Dify’s production‑scale bottlenecks caused by heavy PostgreSQL logging, explains why a cloud‑native log service (SLS) better matches the append‑only, high‑throughput nature of workflow logs, and provides a step‑by‑step migration guide that dramatically reduces database pressure, storage cost, and unlocks advanced analytics.

Alibaba Cloud Log ServiceDifyLog Management
0 likes · 17 min read
How Alibaba Cloud Log Service Supercharges Dify’s Scaling and Cuts DB Costs
Past Memory Big Data
Past Memory Big Data
Dec 29, 2025 · Industry Insights

How Chinese Open‑Source Projects Dominated Half of 2025 Apache Top‑Level Projects

In 2025, five Apache Top‑Level Projects with Chinese origins—Uniffle, StreamPark, Gravitino, DevLake and HertzBeat—emerged, illustrating a shift toward central, platform‑oriented solutions driven by growing system scale, engineering complexity, and collaborative costs rather than a deliberate national agenda.

ApacheTop-Level Projectsbig data
0 likes · 7 min read
How Chinese Open‑Source Projects Dominated Half of 2025 Apache Top‑Level Projects
DevOps Coach
DevOps Coach
Dec 25, 2025 · Cloud Native

Real-World Kubernetes Troubleshooting Skills You Won’t Learn in Interviews

The article reveals the hidden gap between textbook Kubernetes knowledge and real production failures, offering six practical skills—from interpreting pod symptoms and debugging without logs to capacity planning and treating events as first‑class signals—essential for engineers to survive on‑call crises that interview questions never cover.

KubernetesTroubleshootingcapacity planning
0 likes · 7 min read
Real-World Kubernetes Troubleshooting Skills You Won’t Learn in Interviews
Ops Community
Ops Community
Dec 25, 2025 · Cloud Native

From DevOps Pain to Platform Engineering: An Internal Developer Platform Blueprint

This article walks you through the full journey of transforming a traditional DevOps workflow into a modern internal developer platform, covering the why, architecture, step‑by‑step migration phases, reusable templates, automation scripts, security hardening, monitoring, and best‑practice recommendations for scalable, self‑service cloud‑native development.

Internal Developer Platformcloud nativeplatform engineering
0 likes · 40 min read
From DevOps Pain to Platform Engineering: An Internal Developer Platform Blueprint
Ray's Galactic Tech
Ray's Galactic Tech
Dec 23, 2025 · Cloud Native

Why Kgateway Is the Future‑Ready, Lightweight Kubernetes Gateway

This guide explains Kgateway’s design as a fully standards‑compliant Kubernetes Gateway API solution, detailing its core features, performance advantages, deployment steps, production best practices, comparison with alternatives, and future roadmap for teams seeking a lightweight, high‑performance ingress and API gateway.

EnvoyGateway APIKgateway
0 likes · 8 min read
Why Kgateway Is the Future‑Ready, Lightweight Kubernetes Gateway
LuTiao Programming
LuTiao Programming
Dec 21, 2025 · Backend Development

Can Java 23 and Spring Boot 3.3.4 Double Your Development Speed with AI‑Generated Tests?

The article examines why test automation is essential for cloud‑native microservices, cites the 2024 DORA report, outlines a testing pyramid, reviews AI‑driven testing tools, demonstrates a Diffblue Cover setup with Java 23 and Spring Boot 3.3.4, and concludes that AI shifts testing from manual labor to intelligent engineering capability.

AI testingDiffblueJava
0 likes · 9 min read
Can Java 23 and Spring Boot 3.3.4 Double Your Development Speed with AI‑Generated Tests?
Ray's Galactic Tech
Ray's Galactic Tech
Dec 19, 2025 · Cloud Native

Mastering Kubernetes Networking: From Core Model to Production‑Ready Practices

This comprehensive guide explains Kubernetes' core networking model, CNI plugins, service networking, ingress, network policies, DNS, service mesh, advanced CNI features, kube‑proxyless alternatives, multi‑cluster setups, security, observability, and troubleshooting techniques for building high‑performance, secure, and observable clusters.

CNINetworkPolicyNetworking
0 likes · 10 min read
Mastering Kubernetes Networking: From Core Model to Production‑Ready Practices
Programmer1970
Programmer1970
Dec 19, 2025 · Industry Insights

Top 30 Must‑Watch Java Open‑Source Projects for 2025

This article ranks the 30 most popular Java open‑source projects in 2025, summarizing their stars, activity and core features while highlighting ecosystem trends such as AI integration, low‑code acceleration, cloud‑native maturity, domestic adoption and the evolution of microservice governance.

AIJavaSpring Boot
0 likes · 9 min read
Top 30 Must‑Watch Java Open‑Source Projects for 2025
dbaplus Community
dbaplus Community
Dec 18, 2025 · Operations

How Bilibili’s ChangePilot Platform Reduces Production Risk with Structured Change Management

This article explains Bilibili’s approach to change management, defining change concepts, outlining a technical framework, detailing control levels, and describing the ChangePilot platform’s architecture, integration, and future directions to improve stability in large-scale cloud‑native environments.

Production Stabilitychange managementcloud native
0 likes · 29 min read
How Bilibili’s ChangePilot Platform Reduces Production Risk with Structured Change Management
Woodpecker Software Testing
Woodpecker Software Testing
Dec 18, 2025 · Operations

How Load Testing Protects System Stability in High‑Traffic Internet Services

Load testing, a performance testing technique that simulates massive concurrent users, evaluates throughput, response time, and stability, follows a five‑step workflow—from requirement breakdown to analysis—and helps uncover bottlenecks such as database connection limits or CDN misconfigurations before production launch.

JMeterLoad Testingcloud native
0 likes · 6 min read
How Load Testing Protects System Stability in High‑Traffic Internet Services
Ray's Galactic Tech
Ray's Galactic Tech
Dec 17, 2025 · Cloud Native

Understanding the Container Stack: Docker, containerd, runc, and Kubernetes Explained

This article provides a comprehensive overview of the core container technologies—Docker, containerd, runc, and Kubernetes—explaining their evolution, relationships, component roles, runtime layers, security options, and practical recommendations for choosing the right runtime in development and production environments.

Dockercloud nativecontainer-runtime
0 likes · 11 min read
Understanding the Container Stack: Docker, containerd, runc, and Kubernetes Explained
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Dec 17, 2025 · Cloud Native

AI Training Revives Gang Scheduling in Kubernetes for Elastic Resource Orchestration

The article examines how the rise of large‑model AI training reintroduces the need for gang scheduling in Kubernetes, contrasting the rigid resource requirements of HPC‑style workloads with cloud‑native elasticity, and outlines the historical evolution, current implementations, and future directions for achieving more flexible, high‑throughput compute orchestration.

Gang SchedulingKubernetesai-training
0 likes · 22 min read
AI Training Revives Gang Scheduling in Kubernetes for Elastic Resource Orchestration
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 17, 2025 · Cloud Native

How 3FS Powers High‑Performance KVCache for AI Inference: Architecture, Optimizations, and Cloud‑Native Deployment

This article details the design and engineering of the 3FS distributed file system as a scalable KVCache backend for large‑language‑model inference, covering its architecture, performance tuning, reliability fixes, integration with SGLang/vLLM, and cloud‑native Kubernetes operator deployment.

3FSAI inferenceKVCache
0 likes · 30 min read
How 3FS Powers High‑Performance KVCache for AI Inference: Architecture, Optimizations, and Cloud‑Native Deployment
Alibaba Cloud Observability
Alibaba Cloud Observability
Dec 15, 2025 · Cloud Native

How UModel PaaS API Simplifies Observability Queries with Unified Entity Search

This article explains how the UModel PaaS API abstracts complex observability concepts—such as EntitySet, DataSet, StorageLink, and Filter—into a unified, object‑oriented query interface, offering Table, Object, and metadata modes, code examples, UI and SDK usage, and AI‑agent integration for efficient, low‑maintenance monitoring.

AI agentAPISPL
0 likes · 16 min read
How UModel PaaS API Simplifies Observability Queries with Unified Entity Search
Ray's Galactic Tech
Ray's Galactic Tech
Dec 13, 2025 · Cloud Native

Mastering Kubernetes Observability: From Basic Metrics to Production‑Ready Practices

This guide explains how to build a robust Kubernetes observability system, covering core concepts, why traditional monitoring fails, paradigm shifts, best‑practice recommendations, and real‑world case studies that illustrate troubleshooting, alert design, cost and security monitoring, and a step‑by‑step adoption checklist.

Prometheuscloud nativemonitoring
0 likes · 10 min read
Mastering Kubernetes Observability: From Basic Metrics to Production‑Ready Practices
LuTiao Programming
LuTiao Programming
Dec 12, 2025 · Backend Development

20 Must‑Know Architecture Patterns for Java Engineers Before 2026

This article enumerates twenty essential Java and Spring Boot architecture patterns—from monoliths and layered designs to microservices, event‑driven, cloud‑native, and AI‑driven systems—explaining their structure, typical use cases, advantages, drawbacks, and when to choose each for building stable, fast, and scalable applications.

Spring Bootarchitecturecloud native
0 likes · 11 min read
20 Must‑Know Architecture Patterns for Java Engineers Before 2026
Ray's Galactic Tech
Ray's Galactic Tech
Dec 12, 2025 · Cloud Native

Mastering Kubernetes Jobs and CronJobs: Complete Guide & Practical Examples

Learn how Kubernetes Jobs and CronJobs enable one‑off and scheduled batch processing, understand their core concepts, key differences, YAML specifications, typical use cases, advanced configurations, monitoring, logging, and cleanup strategies, and see real‑world examples with complete YAML snippets and command‑line tips.

Batch ProcessingCronJobJob
0 likes · 8 min read
Mastering Kubernetes Jobs and CronJobs: Complete Guide & Practical Examples
Ray's Galactic Tech
Ray's Galactic Tech
Dec 11, 2025 · Cloud Native

How to Vertically Scale Kubernetes Pods Without Restarting

This guide explains both the traditional restart‑based method and the modern InPlacePodVerticalScaling feature introduced in Kubernetes 1.27+, showing step‑by‑step commands, prerequisites, limitations, and best‑practice recommendations for safely performing vertical pod scaling in production environments.

InPlacePodVerticalScalingVertical Scalingcloud native
0 likes · 8 min read
How to Vertically Scale Kubernetes Pods Without Restarting
Tencent Cloud Middleware
Tencent Cloud Middleware
Dec 9, 2025 · Cloud Native

How Tencent Cloud’s Virtual Queue Enables Seamless Compatibility for RocketMQ 5.x Remoting Clients

The article explains how RocketMQ 5.x’s storage‑compute decoupling and POP consumption model require a new gRPC client, and how Tencent Cloud’s virtual‑queue solution provides full compatibility for legacy Remoting SDKs by abstracting queues and transparently converting consumption modes, eliminating client‑side rebalance and preserving order guarantees.

RocketMQVirtual Queuecloud native
0 likes · 10 min read
How Tencent Cloud’s Virtual Queue Enables Seamless Compatibility for RocketMQ 5.x Remoting Clients
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Dec 9, 2025 · Information Security

How to Tame Kubernetes Security: From Roles to Token Risks

This article explains why Kubernetes security feels like navigating in the dark, breaks down the platform’s core resources, outlines common attack vectors such as container escape and token abuse, compares managed versus self‑hosted clusters, and presents a real‑world EKS attack case with practical mitigation insights.

KubernetesServiceAccountcloud native
0 likes · 11 min read
How to Tame Kubernetes Security: From Roles to Token Risks
Efficient Ops
Efficient Ops
Dec 7, 2025 · Cloud Native

Deploy and Use Kite: A Lightweight Kubernetes Dashboard

Kite is a modern, lightweight Kubernetes dashboard built with Go and React that offers real‑time metrics, multi‑cluster support, and enterprise‑grade security, and this guide explains its features, Helm or YAML installation methods, service exposure via LoadBalancer or Ingress, and post‑deployment setup.

HelmKiteKubernetes
0 likes · 4 min read
Deploy and Use Kite: A Lightweight Kubernetes Dashboard
Java Tech Enthusiast
Java Tech Enthusiast
Dec 7, 2025 · Backend Development

Spring Boot 4.0 GA: New Features, Performance Boosts, and Migration Guide

Spring Boot 4.0 GA introduces a modern Java baseline, native virtual‑thread support, GraalVM native image integration, streamlined API versioning, a lightweight @HttpExchange client, enhanced security and observability features, and a list of breaking changes, with migration guidance for developers.

BackendGraalVMJava
0 likes · 8 min read
Spring Boot 4.0 GA: New Features, Performance Boosts, and Migration Guide
Cloud Native Technology Community
Cloud Native Technology Community
Dec 3, 2025 · Operations

5 Hard‑Won Lessons for Managing Kubernetes at Scale

Drawing from years of real‑world Kubernetes deployments, this article outlines five practical lessons—covering operational overload, hidden security risks, scaling costs, talent shortages, and accelerating technical debt—plus extra guidance on workload suitability, policy enforcement, and building a reliable, cost‑effective cluster environment.

Cost ManagementKubernetescloud native
0 likes · 10 min read
5 Hard‑Won Lessons for Managing Kubernetes at Scale
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Dec 2, 2025 · Industry Insights

Top GitHub Open‑Source Projects That Dominated November

This article surveys the most popular GitHub open‑source projects of November, highlighting their star counts, core functionalities, supported platforms, and providing direct repository links for tools ranging from AI agents and speech‑to‑text apps to Rust UI libraries and cloud‑native storage solutions.

AIGitHubPython
0 likes · 11 min read
Top GitHub Open‑Source Projects That Dominated November
Ray's Galactic Tech
Ray's Galactic Tech
Dec 1, 2025 · Cloud Native

Kubernetes Uncovered: Core Value, Real-World Scenarios & AI Best Practices

This article provides a comprehensive overview of Kubernetes, detailing its core value as a portable, scalable platform for modern applications, enumerating typical use cases—from microservice architectures to AI/ML inference—explaining essential primitives, advanced features, enterprise adoption patterns, ecosystem tools, best practices, and scenarios where it may not be suitable.

AIDevOpsKubernetes
0 likes · 10 min read
Kubernetes Uncovered: Core Value, Real-World Scenarios & AI Best Practices
Ray's Galactic Tech
Ray's Galactic Tech
Nov 30, 2025 · Cloud Native

Master Docker: Core Concepts, Best Practices & Hands‑On Guide

This comprehensive guide explains Docker’s essential use cases, underlying technologies, step‑by‑step setup, image‑building best practices, security hardening, networking models, and common production pitfalls, providing developers and ops engineers with a solid foundation for modern cloud‑native workflows.

CI/CDDevOpsDocker
0 likes · 8 min read
Master Docker: Core Concepts, Best Practices & Hands‑On Guide
DevOps Coach
DevOps Coach
Nov 27, 2025 · Cloud Native

When Kubernetes Is Overkill: A Practical Guide for Small Teams

This article examines why Kubernetes often adds unnecessary complexity for tiny startups, outlines the hidden costs of its operational overhead, and offers concrete alternatives and step‑by‑step advice for when to adopt or avoid container orchestration.

DevOpsInfrastructureKubernetes
0 likes · 12 min read
When Kubernetes Is Overkill: A Practical Guide for Small Teams
Ray's Galactic Tech
Ray's Galactic Tech
Nov 27, 2025 · Cloud Native

Mastering KCL: From Model Definition to Optimized Kubernetes Deployments

This guide explains why KCL outperforms YAML/Helm for Kubernetes configuration, demonstrates schema definition, rendering, validation, multi‑environment handling, CI/CD integration, and optimization techniques, and shows how to achieve reusable, verifiable, and maintainable deployments with KCL.

CI/CDInfrastructure as CodeKCL
0 likes · 9 min read
Mastering KCL: From Model Definition to Optimized Kubernetes Deployments
Alibaba Cloud Native
Alibaba Cloud Native
Nov 27, 2025 · Artificial Intelligence

How to Build Scalable Multi‑Agent AI Systems with RocketMQ’s Asynchronous Messaging

This article explains the communication challenges of modern multi‑agent AI applications and demonstrates how RocketMQ for AI’s event‑driven, asynchronous messaging architecture can improve scalability, reliability, and cost efficiency through a step‑by‑step weather‑and‑travel planning example.

AIAsynchronous MessagingRocketMQ
0 likes · 11 min read
How to Build Scalable Multi‑Agent AI Systems with RocketMQ’s Asynchronous Messaging