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CI/CD

1824 articles · Page 3 of 19
Test Development Learning Exchange
Test Development Learning Exchange
Jan 31, 2026 · Backend Development

7 Proven Strategies to Keep Automated Tests Low‑Cost and Resilient in High‑Change Environments

This article presents seven validated strategies—layered architecture, contract‑driven assertions, configuration‑driven data, smart mocking, impact‑based test selection, OpenAPI‑generated test skeletons, and health‑dashboard monitoring—to dramatically reduce maintenance effort and increase the robustness of automated API tests in fast‑changing projects.

API-testingCI/CDMocking
0 likes · 9 min read
7 Proven Strategies to Keep Automated Tests Low‑Cost and Resilient in High‑Change Environments
Woodpecker Software Testing
Woodpecker Software Testing
Jan 28, 2026 · Industry Insights

Designing the Future Test Force: A 3‑Dimensional Skill Map for Automation Test Engineers

The article outlines a three‑dimensional skill framework—technical depth, business breadth, and engineering mindset—to guide automation test engineers in mastering programming fundamentals, test frameworks, CI/CD, quality metrics, AI‑driven testing, and career progression from junior to senior levels.

AI testingAutomation TestingCI/CD
0 likes · 7 min read
Designing the Future Test Force: A 3‑Dimensional Skill Map for Automation Test Engineers
Woodpecker Software Testing
Woodpecker Software Testing
Jan 23, 2026 · Fundamentals

Regression Testing: A Crucial Guard for Software Quality

The article explains why regression testing is essential for maintaining software quality amid continuous changes, outlines its various types and selection criteria, discusses common challenges with practical solutions, and presents automation practices, best‑practice guidelines, and emerging trends to help teams build an effective regression testing strategy.

CI/CDregression testingsoftware quality
0 likes · 8 min read
Regression Testing: A Crucial Guard for Software Quality
Ray's Galactic Tech
Ray's Galactic Tech
Jan 21, 2026 · Cloud Native

Mastering Kubernetes CI/CD: From Jenkins Pipelines to GitOps Automation

This guide walks through building a Kubernetes‑centric CI/CD system—covering high‑frequency releases, multi‑environment isolation, automated rollback, Jenkins pipeline examples, Harbor image registry setup, Argo CD GitOps workflows, blue‑green and canary deployments, configuration security, observability, and practical rollout recommendations for teams at any maturity level.

Argo CDCI/CDDevOps
0 likes · 9 min read
Mastering Kubernetes CI/CD: From Jenkins Pipelines to GitOps Automation
vivo Internet Technology
vivo Internet Technology
Jan 21, 2026 · Cloud Native

How Vivo Achieved Parallel Multi‑Version Environments with Full‑Link Management

This article details Vivo's full‑link multi‑version environment management approach, covering the background problem of unstable test environments, the three‑pillar solution architecture, key implementation techniques such as orchestration, elastic resources, traffic isolation and coloring, and the resulting efficiency gains and future roadmap.

CI/CDMicroservicescontainerization
0 likes · 21 min read
How Vivo Achieved Parallel Multi‑Version Environments with Full‑Link Management
DevOps Coach
DevOps Coach
Jan 18, 2026 · Operations

How to Build a Scalable, Low‑Risk CI/CD Pipeline: Proven Steps and Tools

This guide explains how to design and implement a reliable CI/CD pipeline—from starting with a small pilot and adopting full version control, to using infrastructure-as-code, automating end‑to‑end workflows, applying fast‑failure checks, selecting the right tools, shifting security left, monitoring key metrics, and enabling safe rollbacks and comprehensive testing—to achieve faster, safer software delivery.

CI/CDDevOpsInfrastructure as Code
0 likes · 13 min read
How to Build a Scalable, Low‑Risk CI/CD Pipeline: Proven Steps and Tools
Ray's Galactic Tech
Ray's Galactic Tech
Jan 17, 2026 · Operations

Mastering Enterprise Docker Compose: From Development to Production

This comprehensive guide walks you through Docker Compose fundamentals, file structure, advanced V2 syntax, security best practices, multi‑environment profiles, common commands, performance tuning, Kubernetes hand‑off, and a full set of enterprise‑grade recommendations for reliable production deployments.

CI/CDContainer OrchestrationDevOps
0 likes · 24 min read
Mastering Enterprise Docker Compose: From Development to Production
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/CDCloud NativeConfigMap
0 likes · 4 min read
Deploying Microservices on Kubernetes: A Step‑by‑Step Guide
DevOps Coach
DevOps Coach
Jan 17, 2026 · Operations

Your 2026 DevOps Roadmap: From Zero to Engineer in 12 Steps

This comprehensive 2026 DevOps learning roadmap guides beginners through twelve progressive stages—from mindset and Linux fundamentals to containerization, Kubernetes, cloud platforms, CI/CD pipelines, infrastructure as code, monitoring, real‑world projects, and job‑search preparation—ensuring a clear, hands‑on path to becoming a competent DevOps engineer.

CI/CDDevOpsDocker
0 likes · 11 min read
Your 2026 DevOps Roadmap: From Zero to Engineer in 12 Steps
Top Architect
Top Architect
Jan 10, 2026 · Backend Development

Boost Java Build Speed with Maven‑mvnd: Features, Installation & Usage

This article explains how Maven‑mvnd accelerates Java project builds by using a long‑running daemon to eliminate JVM startup overhead, reduces resource consumption, improves multi‑module builds, and provides step‑by‑step installation, configuration, and usage instructions with practical command examples.

Build OptimizationCI/CDJava
0 likes · 8 min read
Boost Java Build Speed with Maven‑mvnd: Features, Installation & Usage
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/CDCloud NativeGradual Release
0 likes · 11 min read
Canary Deployment: Making New Releases as Natural as Breathing
转转QA
转转QA
Jan 5, 2026 · Operations

Achieve Zero‑Downtime Deployments with Jenkins and Docker: A Complete CI/CD Blueprint

This article presents a fully automated, zero‑downtime deployment solution that integrates Jenkins pipelines with a set of shell scripts to handle code checkout, image building, seamless container switching, health checks, rollback, disk monitoring, and resource cleanup, providing a reliable end‑to‑end workflow for fast and stable releases.

CI/CDDockerJenkins
0 likes · 14 min read
Achieve Zero‑Downtime Deployments with Jenkins and Docker: A Complete CI/CD Blueprint
Woodpecker Software Testing
Woodpecker Software Testing
Jan 5, 2026 · Backend Development

Five Core Dimensions of Maintainability Testing for Microservice Systems

This article presents a detailed, step‑by‑step guide to maintainability testing, defining five core dimensions—modularization, reusability, analysability, modifiability, and testability—along with their metrics, a relationship model, a comprehensive microservice e‑shop case study, concrete test scenarios, code examples, and best‑practice recommendations for improving software quality and delivery speed.

ArchitectureCI/CDDevOps
0 likes · 20 min read
Five Core Dimensions of Maintainability Testing for Microservice Systems
JavaEdge
JavaEdge
Jan 4, 2026 · Frontend Development

Automate Frontend Deployment with GitHub Actions and Docker: A Step‑by‑Step Guide

This article explains the common challenges of deploying front‑end projects, outlines how to set up an automated build and release pipeline using Docker and GitHub Actions, and provides practical code snippets and best‑practice tips for pre‑release, roll‑back, and post‑deployment notifications.

CI/CDGitHub Actionsautomation
0 likes · 9 min read
Automate Frontend Deployment with GitHub Actions and Docker: A Step‑by‑Step Guide
Code Wrench
Code Wrench
Jan 4, 2026 · Backend Development

Designing a Predictable Multi‑Environment Build System in Go

This article explains how to use Go's native capabilities—build tags, go generate, and static compilation—to create a clear, reproducible multi‑environment build architecture that separates configuration, composition, and compilation concerns.

CI/CDGoMulti-Environment
0 likes · 8 min read
Designing a Predictable Multi‑Environment Build System in Go
Woodpecker Software Testing
Woodpecker Software Testing
Dec 30, 2025 · Frontend Development

Testing movie-web: From Unit Tests to End‑to‑End Validation

This article outlines a comprehensive testing strategy for the movie-web application, covering unit tests for utility functions and state management, component tests with React Testing Library, integration tests using MSW, and a proposed end‑to‑end workflow with Cypress or Playwright, plus CI/CD automation and coverage goals.

CI/CDE2E testingIntegration Testing
0 likes · 12 min read
Testing movie-web: From Unit Tests to End‑to‑End Validation
Woodpecker Software Testing
Woodpecker Software Testing
Dec 30, 2025 · Information Security

Master Automated Security Testing with ZAP: From Zero to Enterprise‑Ready

This article walks readers through ZAP’s architecture, dual passive/active scanning engines, headless operation, Python automation, CI/CD integration with Jenkins and Docker, advanced scripting with Zest and custom plugins, and best‑practice recommendations for building an enterprise‑grade automated security testing pipeline.

Automated Security TestingCI/CDDAST
0 likes · 10 min read
Master Automated Security Testing with ZAP: From Zero to Enterprise‑Ready
Ops Community
Ops Community
Dec 30, 2025 · Cloud Native

Why I Dropped Jenkins for GitHub Actions & ArgoCD: A Complete GitOps Migration Guide

After years of using Jenkins, the author explains why moving to a GitOps workflow with GitHub Actions for CI and ArgoCD for CD offers lower maintenance, tighter integration with Kubernetes, declarative configurations, and automated deployments, and provides a step‑by‑step guide covering environment requirements, repository layout, CI pipeline, ArgoCD application setup, multi‑environment strategies, secret management, RBAC, monitoring, troubleshooting, and migration best practices.

ArgoCDCI/CDDevOps
0 likes · 21 min read
Why I Dropped Jenkins for GitHub Actions & ArgoCD: A Complete GitOps Migration Guide
Raymond Ops
Raymond Ops
Dec 28, 2025 · Information Security

Master Docker Security: End‑to‑End Hardening from Image Build to Runtime

This practical guide walks operations engineers through a complete Docker security hardening workflow—covering trusted base‑image selection, vulnerability scanning, multi‑stage builds, image signing, runtime privilege reduction, network isolation, secret management, monitoring, and real‑world CI/CD integration—to build a resilient, enterprise‑grade container environment.

CI/CDDockercontainer
0 likes · 18 min read
Master Docker Security: End‑to‑End Hardening from Image Build to Runtime
Raymond Ops
Raymond Ops
Dec 28, 2025 · Operations

From Zero to Production: Ansible Playbook Design Patterns & Best Practices

This guide walks you through building a production‑grade Ansible automation framework—from identifying common manual‑deployment pain points to defining layered architecture, directory conventions, reusable playbook patterns, high‑availability deployments, performance optimizations, monitoring, security hardening, CI/CD integration, and troubleshooting tips—empowering teams to achieve reliable, scalable operations.

CI/CDDevOpsInfrastructure
0 likes · 14 min read
From Zero to Production: Ansible Playbook Design Patterns & Best Practices
Raymond Ops
Raymond Ops
Dec 24, 2025 · Operations

How to Combine Terraform and Ansible for Seamless Multi‑Cloud Orchestration

This guide explains why single‑tool approaches fall short in modern IaC, compares Terraform’s state management and multi‑cloud support with Ansible’s configuration capabilities, and provides a step‑by‑step architecture, code samples, CI/CD integration, monitoring, cost‑saving, and security practices for enterprise‑grade deployments.

CI/CDIaCInfrastructure automation
0 likes · 17 min read
How to Combine Terraform and Ansible for Seamless Multi‑Cloud Orchestration
Ops Community
Ops Community
Dec 19, 2025 · Cloud Native

Why We Dropped Jenkins for Tekton & ArgoCD: A Complete Migration Blueprint

This guide explains the shortcomings of Jenkins, outlines the core GitOps principles, details the selection of Tekton, ArgoCD, Harbor, and Kyverno, and provides step‑by‑step configurations, pipelines, and best‑practice recommendations for a production‑grade migration to a cloud‑native CI/CD platform.

ArgoCDCI/CDGitOps
0 likes · 31 min read
Why We Dropped Jenkins for Tekton & ArgoCD: A Complete Migration Blueprint
Raymond Ops
Raymond Ops
Dec 18, 2025 · Cloud Computing

How to Build Reusable Multi‑Cloud Infrastructure with Terraform

Learn how to replace manual, error‑prone cloud console clicks with Terraform‑driven, reusable multi‑cloud infrastructure, covering why multi‑cloud matters, Terraform fundamentals, project layout, example networking and compute modules for AWS and Alibaba Cloud, CI/CD integration, security scanning, cost optimization, and best‑practice guidelines.

CI/CDInfrastructure as CodeMulti-Cloud
0 likes · 18 min read
How to Build Reusable Multi‑Cloud Infrastructure with Terraform
FunTester
FunTester
Dec 17, 2025 · Backend Development

How Contract Testing with Pact Prevents API Breakages in Microservices

This article explains why traditional unit and integration tests miss cross‑team API mismatches in microservices, introduces contract testing with the Pact framework, shows consumer and provider test implementations, describes using a Pact Broker, and offers production‑grade strategies and best‑practice recommendations.

API CompatibilityCI/CDContract Testing
0 likes · 10 min read
How Contract Testing with Pact Prevents API Breakages in Microservices
DevOps Coach
DevOps Coach
Dec 16, 2025 · Cloud Native

Migrate from Docker to Podman in Minutes – A Practical Startup Guide

This step‑by‑step guide shows how startups can replace Docker with Podman, covering installation on Linux, macOS and Windows, aliasing Docker commands, running existing containers, converting Dockerfiles, building and pushing images, leveraging root‑less security, handling common pitfalls, and automating CI/CD pipelines.

CI/CDDevOpsDocker
0 likes · 8 min read
Migrate from Docker to Podman in Minutes – A Practical Startup Guide
Raymond Ops
Raymond Ops
Dec 14, 2025 · Operations

Build a Zero‑Downtime Enterprise Deployment Pipeline with Ansible

This guide walks you through designing and implementing a complete Ansible‑based deployment pipeline—including inventory setup, role definitions, rolling and blue‑green deployments, rollback mechanisms, performance tweaks, debugging, and best‑practice recommendations—to achieve reliable, automated, zero‑downtime releases for web applications.

Blue-GreenCI/CDDevOps
0 likes · 10 min read
Build a Zero‑Downtime Enterprise Deployment Pipeline with Ansible
Test Development Learning Exchange
Test Development Learning Exchange
Dec 14, 2025 · Cloud Native

Essential kubectl Commands Every Test Engineer Needs for Kubernetes Debugging

This guide compiles the most frequently used kubectl commands for automated testing in Kubernetes, covering context management, service status checks, log retrieval, port forwarding, and practical tips, enabling test engineers to quickly verify deployments, troubleshoot failures, and integrate checks into CI/CD pipelines.

CI/CDKubernetesautomated testing
0 likes · 7 min read
Essential kubectl Commands Every Test Engineer Needs for Kubernetes Debugging
Raymond Ops
Raymond Ops
Dec 6, 2025 · Cloud Native

Master Helm: From Installation to Advanced Kubernetes Deployments

This comprehensive guide explains Helm’s core concepts, installation steps, basic commands, real‑world deployment examples for Nginx and WordPress, advanced features like hooks and sub‑charts, common pitfalls, and SRE‑focused best practices for reliable, automated Kubernetes package management.

CI/CDDevOpsHelm
0 likes · 15 min read
Master Helm: From Installation to Advanced Kubernetes Deployments
Test Development Learning Exchange
Test Development Learning Exchange
Dec 5, 2025 · Operations

Why Smart Test Automation Cuts Costs: 4 Proven Strategies & Real Case Study

Amid the push for cost reduction and efficiency, the article argues that test automation is essential, outlines four smart strategies—targeting high‑frequency stable APIs, starting with low‑cost MVPs, integrating with CI/CD, and augmenting manual testing—then presents a case where a two‑person, two‑week effort cut regression effort by 93% and saved over 1,300 person‑hours annually.

CI/CDMVPcost reduction
0 likes · 7 min read
Why Smart Test Automation Cuts Costs: 4 Proven Strategies & Real Case Study
DevOps Engineer
DevOps Engineer
Dec 4, 2025 · Operations

Detect Python End‑of‑Life Versions Instantly with py‑eol

This article introduces py‑eol, a lightweight open‑source tool that checks whether a Python interpreter version is already or soon to be End‑of‑Life, offering module, CLI, and pre‑commit hook integrations for local development, CI/CD pipelines, and team collaboration.

CI/CDEOLPython
0 likes · 5 min read
Detect Python End‑of‑Life Versions Instantly with py‑eol
Architect's Tech Stack
Architect's Tech Stack
Dec 3, 2025 · Operations

How to Build a Simple Jenkins CI/CD Pipeline with Maven and Git

This guide walks through setting up a three‑server environment (GitLab, Jenkins, test server), creating a GitLab project, configuring a Java Spring Boot application in IntelliJ, and using Jenkins with Maven, SSH Publisher, and custom pre/post steps to automatically build, package, and deploy a JAR file.

CI/CDGitJava
0 likes · 12 min read
How to Build a Simple Jenkins CI/CD Pipeline with Maven and Git
Ray's Galactic Tech
Ray's Galactic Tech
Dec 2, 2025 · Operations

How to Transform Manual Deployments into 10‑Minute Automated CI/CD Pipelines

This article walks through real‑world CI/CD automation, showing how enterprises replace slow, error‑prone manual releases with fast, repeatable pipelines using Jenkins, GitLab CI, GitHub Actions, Kubernetes, Terraform, and feature‑toggle strategies, delivering measurable improvements in speed, quality, and reliability.

CI/CDDevOpsJenkins
0 likes · 12 min read
How to Transform Manual Deployments into 10‑Minute Automated CI/CD Pipelines
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Dec 2, 2025 · Frontend Development

How to Achieve Real‑Time Version Updates in Micro‑Frontend Apps with Pure Frontend Polling

This article details a zero‑intrusion solution for synchronizing version numbers across multiple micro‑frontend environments using a lightweight frontend poller, static version files, Nginx cache control, and Ant Design Vue modals, enabling testers to see updates within 30 seconds without backend changes.

Ant Design VueCI/CDNginx
0 likes · 12 min read
How to Achieve Real‑Time Version Updates in Micro‑Frontend Apps with Pure Frontend Polling
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/CDCloud NativeDevOps
0 likes · 8 min read
Master Docker: Core Concepts, Best Practices & Hands‑On Guide
Java Architect Essentials
Java Architect Essentials
Nov 28, 2025 · Operations

Master Jenkins Declarative and Scripted Pipelines: A Complete Guide

This article provides a comprehensive, step‑by‑step tutorial on Jenkins pipelines, covering the differences between declarative and scripted syntax, detailed explanations of agents, stages, steps, post actions, parameters, triggers, conditional execution, parallel builds, environment variables, and credential handling, with full code examples for each feature.

CI/CDDeclarative PipelineDevOps
0 likes · 25 min read
Master Jenkins Declarative and Scripted Pipelines: A Complete Guide
macrozheng
macrozheng
Nov 28, 2025 · Operations

Simplify Java Build and Deployment with Jpom – A Lightweight Jenkins Alternative

This article introduces Jpom, a lightweight Java‑based tool that streamlines project building, automated deployment, server management, and monitoring, offering an easier alternative to Jenkins for individuals and small teams, with detailed feature lists, architecture overview, and step‑by‑step installation instructions.

CI/CDDevOpsJava
0 likes · 7 min read
Simplify Java Build and Deployment with Jpom – A Lightweight Jenkins Alternative
Java Web Project
Java Web Project
Nov 28, 2025 · Operations

How to Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline from Scratch

This step‑by‑step guide shows how to set up a three‑server environment with GitLab, Jenkins, and a test machine, configure Git repositories, create a Spring Boot project in IntelliJ, install Maven and SSH Publisher plugins in Jenkins, and automate building, packaging, and deploying a JAR file via SSH while handling cleanup and port conflicts.

CI/CDGitJenkins
0 likes · 12 min read
How to Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline from Scratch
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/CDCloud NativeInfrastructure as Code
0 likes · 9 min read
Mastering KCL: From Model Definition to Optimized Kubernetes Deployments
DevOps Engineer
DevOps Engineer
Nov 27, 2025 · Operations

Catch Jenkinsfile Errors Before Commit with jenkinsfilelint – A Python Linter

jenkinsfilelint is a Python‑based command‑line tool that validates Jenkinsfile syntax via the Jenkins API, integrates seamlessly with pre‑commit hooks, offers flexible configuration and smart filtering, and provides step‑by‑step installation and usage instructions to prevent build failures caused by pipeline errors.

CI/CDJenkinsPython
0 likes · 6 min read
Catch Jenkinsfile Errors Before Commit with jenkinsfilelint – A Python Linter
DevOps Coach
DevOps Coach
Nov 25, 2025 · Backend Development

How to Build, Test, and Publish Your Own Jenkins Plugin from Scratch

This step‑by‑step guide explains why you might need a custom Jenkins plugin, walks you through setting up Java 21 and Maven, generating a plugin project with the Jenkins archetype, building and locally testing it, and finally publishing it to the Jenkins Marketplace with best‑practice tips for security, CI, versioning, and community engagement.

CI/CDDevOpsJava
0 likes · 19 min read
How to Build, Test, and Publish Your Own Jenkins Plugin from Scratch
Test Development Learning Exchange
Test Development Learning Exchange
Nov 24, 2025 · Operations

20 Essential Linux Commands Every Automation Test Engineer Should Master

This guide compiles the 20 most frequently used Linux commands for automation testing engineers, organized by scenario, to help you efficiently inspect files, manage processes and ports, transfer and compress data, test network services, monitor system resources, handle permissions, schedule tasks, and boost daily productivity.

Automation TestingCI/CDLinux
0 likes · 9 min read
20 Essential Linux Commands Every Automation Test Engineer Should Master
DevOps Coach
DevOps Coach
Nov 20, 2025 · Operations

How to Build a Fast, Reliable CI/CD Pipeline from Feature Branch to Production

This article walks through a complete CI/CD workflow for teams that ship software frequently, covering feature branching, peer review, automated QA, pre‑production staging, and production deployment with canary and blue‑green strategies, while sharing practical tips and common pitfalls.

CI/CDContinuous DeliveryDevOps
0 likes · 7 min read
How to Build a Fast, Reliable CI/CD Pipeline from Feature Branch to Production
Xiao Liu Lab
Xiao Liu Lab
Nov 18, 2025 · Operations

Mastering Ops: Security, High Availability, and Fault Diagnosis for Interviews

This article compiles concise, high‑scoring answers to essential operations interview questions, covering security hardening, intrusion response, high‑availability architecture, disaster‑recovery design, Redis replication and clustering, Docker fundamentals and networking, Kubernetes components, monitoring, CI/CD pipelines, and the evolving role of DevOps.

CI/CDDockerKubernetes
0 likes · 14 min read
Mastering Ops: Security, High Availability, and Fault Diagnosis for Interviews
DevOps Coach
DevOps Coach
Nov 17, 2025 · Cloud Native

What’s New in ArgoCD 3.2? Features, Upgrade Guide, and Installation Tips

ArgoCD 3.2.0, released on November 5 2025, brings progressive ApplicationSet sync, memory‑optimized webhook handling, expanded health checks, OCI registry support, and CLI improvements, while deprecating 2.14; the article explains these changes, upgrade considerations, and step‑by‑step installation methods for both Helm and kubectl.

ArgoCDCI/CDCloud Native
0 likes · 15 min read
What’s New in ArgoCD 3.2? Features, Upgrade Guide, and Installation Tips
Su San Talks Tech
Su San Talks Tech
Nov 15, 2025 · Operations

How to Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline for Java Apps

Learn step‑by‑step how to set up a basic CI/CD workflow using Jenkins, Maven, and Git on three servers—GitLab for source control, Jenkins for building a Spring Boot JAR, and a test server for deployment—covering prerequisites, environment setup, Jenkins configuration, and post‑deployment scripts.

CI/CDJavaJenkins
0 likes · 13 min read
How to Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline for Java Apps
Top Architect
Top Architect
Nov 13, 2025 · Operations

Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline for Java Applications

This step‑by‑step guide shows how to set up a three‑server environment with GitLab, Jenkins, and a test machine, configure Maven and SSH Publisher plugins, create a Spring Boot project, and automate code push, build, deployment, and cleanup using Jenkins pipelines and shell scripts.

CI/CDDevOpsGit
0 likes · 14 min read
Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline for Java Applications
phodal
phodal
Nov 12, 2025 · Industry Insights

How AutoDev’s New MPP CLI Turns AI Agents into Self‑Testing, Multi‑Platform Tools

The article explains how the new AutoDev MPP architecture and its CLI, built on MPP Core, solve testing difficulties of previous IntelliJ‑based agents by tightly binding UI events, leveraging AI‑generated prompts, iteratively constructing a TUI/CLI, automating test framework generation, and integrating CI/CD for robust, portable AI‑driven development.

AIAutoDevCI/CD
0 likes · 10 min read
How AutoDev’s New MPP CLI Turns AI Agents into Self‑Testing, Multi‑Platform Tools
Programmer1970
Programmer1970
Nov 11, 2025 · Fundamentals

From Maven to Gradle: A Comprehensive Migration and Mastery Guide

This article explains why Gradle has become the de‑facto build tool for modern Java/Kotlin projects, showcases prominent projects that use it, compares core differences with Maven, outlines Gradle’s underlying principles, and provides a step‑by‑step learning roadmap for developers transitioning from Maven.

Build ToolsCI/CDGradle
0 likes · 6 min read
From Maven to Gradle: A Comprehensive Migration and Mastery Guide
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Nov 11, 2025 · Cloud Native

15 Real‑World Docker Use Cases Every Engineer Should Know

This article explains what Docker is and walks through fifteen practical scenarios—from modernizing monolithic apps and accelerating CI/CD pipelines to enabling multi‑tenant isolation and reducing infrastructure costs—showing how containerization transforms development, deployment, and operations.

CI/CD
0 likes · 11 min read
15 Real‑World Docker Use Cases Every Engineer Should Know
Ops Community
Ops Community
Nov 10, 2025 · Operations

100 Essential Operations Interview Questions to Ace Your DevOps Interview

This article compiles 100 common operations interview questions covering DevOps principles, CI/CD, infrastructure as code, monitoring, automation, containerization, Kubernetes, Linux system administration, security, and shell scripting, providing a comprehensive study guide for candidates aiming for roles at major tech firms.

CI/CDDevOpsInfrastructure as Code
0 likes · 4 min read
100 Essential Operations Interview Questions to Ace Your DevOps Interview
Architect
Architect
Nov 9, 2025 · Operations

How to Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline for Java Apps

This step‑by‑step guide shows how to set up a three‑server environment with GitLab, Jenkins, and a test machine, create a GitLab project and token, configure Maven and Jenkins, and automate building, deploying, and running a Spring Boot JAR using SSH and cleanup scripts.

CI/CDJavaJenkins
0 likes · 12 min read
How to Build a Simple Jenkins‑Maven‑Git CI/CD Pipeline for Java Apps
Tencent Advertising Technology
Tencent Advertising Technology
Nov 6, 2025 · Artificial Intelligence

Boosting Web UI Test Efficiency with AIGC: From Manual Scripts to Intelligent Automation

This report examines the challenges of Web UI testing in Tencent's advertising platform, analyzes current inefficiencies, and presents an AIGC-driven solution that leverages large language models, semantic scripts, and automated pipelines to dramatically improve test case generation, execution accuracy, and CI/CD integration.

AIGCCI/CDWeb UI testing
0 likes · 27 min read
Boosting Web UI Test Efficiency with AIGC: From Manual Scripts to Intelligent Automation
Java Tech Enthusiast
Java Tech Enthusiast
Nov 5, 2025 · Operations

Build a Simple Jenkins CI/CD Pipeline with Maven and Git

This guide walks you through setting up a basic CI/CD workflow using Jenkins, Maven, and Git on three servers—GitLab, Jenkins, and a test machine—covering prerequisites, project creation, pipeline configuration, Maven builds, SSH publishing, and cleanup scripts to achieve automated deployment.

CI/CDDevOpsGit
0 likes · 12 min read
Build a Simple Jenkins CI/CD Pipeline with Maven and Git
MaGe Linux Operations
MaGe Linux Operations
Nov 3, 2025 · Operations

Master Git Ops: From Zero to Production-Ready IaC Version Control

This comprehensive guide walks you through Git operations for infrastructure-as-code, covering installation, SSH key setup, repository structuring, branching strategies, sensitive data handling, automation with hooks, backup, audit, monitoring, performance tuning, and security best practices for production environments.

CI/CDGitIaC
0 likes · 31 min read
Master Git Ops: From Zero to Production-Ready IaC Version Control
php Courses
php Courses
Nov 3, 2025 · Operations

How Faster, Smarter, Simpler Development Transforms Software Delivery

The article explains how modern software teams boost efficiency by adopting rapid automation, AI‑assisted coding, data‑driven decisions, cloud‑native microservices, low‑code platforms, and streamlined developer experiences, creating faster delivery cycles, higher code quality, and a sustainable engineering culture.

AI programmingCI/CDCloud Native
0 likes · 6 min read
How Faster, Smarter, Simpler Development Transforms Software Delivery
Ray's Galactic Tech
Ray's Galactic Tech
Nov 2, 2025 · Cloud Native

Build a Full CI/CD Pipeline with Kubernetes, Jenkins, and Harbor

This guide walks you through the theory, architecture, and step‑by‑step deployment of a production‑grade CI/CD pipeline that combines Kubernetes, Jenkins, and Harbor, providing concrete Helm commands, YAML manifests, and a Jenkinsfile to automate code‑to‑image‑to‑deployment workflows.

CI/CDDevOpsHarbor
0 likes · 9 min read
Build a Full CI/CD Pipeline with Kubernetes, Jenkins, and Harbor
Raymond Ops
Raymond Ops
Nov 2, 2025 · Operations

Master Jenkins: From Setup to CI/CD Pipelines and User Management

This comprehensive guide walks you through Jenkins' history, installation, configuration, plugin management, user permissions, parameterized builds, pipeline scripting, and email notifications, providing step‑by‑step commands, code snippets, and troubleshooting tips for setting up a robust CI/CD environment on Linux.

CI/CDDockerJenkins
0 likes · 18 min read
Master Jenkins: From Setup to CI/CD Pipelines and User Management
Java Companion
Java Companion
Nov 2, 2025 · Operations

A Complete Jenkins + Maven + Git Automation Deployment Guide

This article walks through setting up three servers (GitLab, Jenkins, and a test machine), creating a GitLab project and token, configuring Maven and Jenkins plugins, defining Git, branch, and Maven settings, and implementing pre‑ and post‑steps—including a cleanup script and SSH publishing—to automatically build and deploy a Spring Boot JAR, while addressing common pitfalls such as missing manifest attributes and port conflicts.

CI/CDGitJenkins
0 likes · 10 min read
A Complete Jenkins + Maven + Git Automation Deployment Guide
Ctrip Technology
Ctrip Technology
Oct 30, 2025 · Operations

How BDD‑Driven HTA Automation Boosts Test Coverage and Cuts Costs

This article details a practical transformation from manual to automated testing using Jest and BDD‑generated HTA, explaining the challenges, technical solutions, mock‑data management, pipeline integration, and measurable results such as higher coverage, lower development cost, and faster release cycles.

BDDCI/CDHTA
0 likes · 28 min read
How BDD‑Driven HTA Automation Boosts Test Coverage and Cuts Costs
Tencent Advertising Technology
Tencent Advertising Technology
Oct 30, 2025 · Operations

How Tencent Ads Achieved Full‑Automation CI/CD with AI‑Driven Monitoring

This article details Tencent Ads' systematic transformation of its CI/CD pipeline into a fully automated, data‑driven process, highlighting the challenges of manual labor, release quality, and iteration speed, and describing the AI‑powered monitoring and intelligent interception mechanisms that enable zero‑human deployment and multi‑release per day.

AI monitoringCI/CDDevOps
0 likes · 31 min read
How Tencent Ads Achieved Full‑Automation CI/CD with AI‑Driven Monitoring
Advanced AI Application Practice
Advanced AI Application Practice
Oct 30, 2025 · Operations

How Non‑Coding Test Engineers Can Master the Relationship Between CI/CD and DevOps

The article explains that CI/CD is a set of automation tools while DevOps is a collaborative culture, shows how they complement each other, and provides three practical actions—defining business scenarios for CI, syncing test‑environment needs with ops, and monitoring quality post‑deployment—for test engineers without coding skills.

CI/CDDevOpsautomation
0 likes · 8 min read
How Non‑Coding Test Engineers Can Master the Relationship Between CI/CD and DevOps
21CTO
21CTO
Oct 29, 2025 · Information Security

How FreeBSD’s New Root‑less, Reproducible Build System Boosts Security and CI Efficiency

FreeBSD’s foundation announced two major build system upgrades—eliminating the need for root privileges and fully supporting reproducible builds—allowing developers and CI servers to safely generate system, VM, and cloud images in unprivileged environments, reducing attack surface and enhancing supply‑chain trust.

CI/CDFreeBSDOperating Systems
0 likes · 4 min read
How FreeBSD’s New Root‑less, Reproducible Build System Boosts Security and CI Efficiency
Advanced AI Application Practice
Advanced AI Application Practice
Oct 29, 2025 · Operations

How Test Engineers Without Coding Skills Can Master CI/CD Without Fear

This guide shows non‑coding test engineers how to understand CI (continuous integration) and CD (continuous deployment), why they’re not exclusive to developers, and three practical actions—business‑scenario requirement submission, targeted testing of generated builds, and rapid feedback—to turn CI/CD into an efficiency partner.

CI/CDContinuous DeploymentDevOps
0 likes · 14 min read
How Test Engineers Without Coding Skills Can Master CI/CD Without Fear
Advanced AI Application Practice
Advanced AI Application Practice
Oct 25, 2025 · Operations

Mastering Jenkins for API Automation: Core Concepts and CI/CD Practices

This article explains Jenkins' fundamental concepts—including jobs, nodes, pipelines, plugins, and credentials—and shows why its powerful scheduling, rich ecosystem, stability, and pipeline‑as‑code approach make it ideal for building automated API testing CI/CD workflows, illustrated with a complete Jenkinsfile example.

API-testingCI/CDDevOps
0 likes · 7 min read
Mastering Jenkins for API Automation: Core Concepts and CI/CD Practices
Ops Community
Ops Community
Oct 22, 2025 · Cloud Native

How to Build a Production‑Ready GitOps Pipeline with ArgoCD and Helm in 10 Minutes

This step‑by‑step guide shows how to set up a full‑stack GitOps workflow using ArgoCD and Helm on Kubernetes, covering prerequisites, environment matrix, a 10‑step implementation checklist, monitoring, performance tuning, security hardening, common troubleshooting, rollback scripts, and best‑practice recommendations.

ArgoCDCI/CDContinuous Delivery
0 likes · 32 min read
How to Build a Production‑Ready GitOps Pipeline with ArgoCD and Helm in 10 Minutes
MaGe Linux Operations
MaGe Linux Operations
Oct 21, 2025 · Cloud Native

Cut Deployment Time by 80% with Docker Swarm and Automated CI/CD Pipelines

This article shares how a team reduced deployment failures from 15% to 0.3% and cut average deployment time from 35 minutes to 8 minutes by integrating Docker Swarm container orchestration with a fully automated CI/CD pipeline, covering architecture choices, pipeline stages, stack configuration, optimisation tips, monitoring, and future AI‑driven ops trends.

CI/CDDevOpsDocker Swarm
0 likes · 17 min read
Cut Deployment Time by 80% with Docker Swarm and Automated CI/CD Pipelines
Advanced AI Application Practice
Advanced AI Application Practice
Oct 17, 2025 · Operations

Automating Web Performance Tests with WebPageTest and AI

This guide shows how to use WebPageTest as a precise data collector and an AI service as an analysis engine, covering API key setup, three integration options, a Python script to run tests, an AI‑driven reporting script, and a full GitHub Actions CI/CD workflow that posts the performance report back to pull requests.

AICI/CDGitHub Actions
0 likes · 12 min read
Automating Web Performance Tests with WebPageTest and AI
DevOps Coach
DevOps Coach
Oct 16, 2025 · Cloud Native

Mastering Kargo: Proven GitOps Configuration Practices and YAML Templates

This guide walks you through advanced Kargo configuration for GitOps, covering essential CRDs such as Warehouse, Stage, and PromotionTemplate, offering concrete YAML examples, best‑practice recommendations, secure Git repository layouts, multi‑service promotion strategies, event‑driven rollouts, and safety measures to build scalable, reliable CI/CD pipelines.

Argo CDCI/CDCloud Native
0 likes · 8 min read
Mastering Kargo: Proven GitOps Configuration Practices and YAML Templates
Raymond Ops
Raymond Ops
Oct 14, 2025 · Operations

Automate CI/CD with Jenkins and Docker: A Step‑by‑Step Guide

This guide walks you through building an efficient CI/CD pipeline using Jenkins and Docker, covering benefits, architecture design, Maven‑based Docker image creation, Alibaba Cloud registry integration, custom Jenkins Docker image setup, permission handling, GitLab webhook configuration, and deployment automation with scripts.

CI/CDDockerGitLab
0 likes · 13 min read
Automate CI/CD with Jenkins and Docker: A Step‑by‑Step Guide
Ops Community
Ops Community
Oct 14, 2025 · Operations

Mastering Ansible: A Complete Guide to Automated Operations Standards

Discover how to replace chaotic shell scripts with a comprehensive, Ansible‑based automation framework that covers tool selection, architecture design, standardized directory structures, inventory management, variable hierarchy, role development, secure vault usage, real‑world multi‑environment deployments, baseline configurations, monitoring, CI/CD integration, and best‑practice guidelines for modern operations teams.

CI/CDInfrastructure as CodeOperations
0 likes · 34 min read
Mastering Ansible: A Complete Guide to Automated Operations Standards
Instant Consumer Technology Team
Instant Consumer Technology Team
Oct 13, 2025 · Backend Development

How We Built a Scalable API Automation Platform for Multi‑Environment DevOps Integration

This article details the motivations, architecture, core capabilities, technical challenges, and future roadmap of an in‑house API automation testing platform that supports multi‑environment testing, CI/CD integration, low‑code scripting, and strict network security for enterprise development workflows.

API-testingBackendCI/CD
0 likes · 16 min read
How We Built a Scalable API Automation Platform for Multi‑Environment DevOps Integration
FunTester
FunTester
Oct 9, 2025 · Artificial Intelligence

How AI Turns Natural Language Into Automated End‑to‑End Tests

This article explains how the browser‑use/qa‑use platform leverages large language models to let testers describe test cases in natural language, automatically generates browser actions, executes them, and provides detailed reports, dramatically reducing script maintenance and boosting testing efficiency.

AI testingCI/CDLLM
0 likes · 10 min read
How AI Turns Natural Language Into Automated End‑to‑End Tests
MaGe Linux Operations
MaGe Linux Operations
Oct 8, 2025 · Operations

Build an Enterprise‑Grade DevOps Pipeline in 7 Days: Hands‑On Guide + Ready‑to‑Use Scripts

This step‑by‑step guide shows how to create a full‑stack, enterprise‑level DevOps CI/CD pipeline—from environment setup and Docker installation to Jenkins pipeline scripts, Kubernetes deployments, monitoring, security hardening, and cost‑optimisation—enabling teams to reduce release cycles from days to minutes within a week.

CI/CDDevOpsDocker
0 likes · 38 min read
Build an Enterprise‑Grade DevOps Pipeline in 7 Days: Hands‑On Guide + Ready‑to‑Use Scripts
Raymond Ops
Raymond Ops
Oct 5, 2025 · Operations

Master Jenkins Automated Deployment: From Code Commit to Live Release

This article provides a step‑by‑step guide to setting up Jenkins for automated CI/CD, covering pipeline workflow, installation, required plugins, global tool configuration, Gitee and SSH integration, Maven project setup, post‑build deployment scripts, and how to run and verify builds.

CI/CDJenkinsMaven
0 likes · 22 min read
Master Jenkins Automated Deployment: From Code Commit to Live Release
MaGe Linux Operations
MaGe Linux Operations
Oct 4, 2025 · Operations

How I Doubled My Salary by Switching from Traditional Ops to SRE in 18 Months

Over 18 months, the author details a step‑by‑step transformation from a fire‑fighting traditional operations role to a high‑paying SRE/DevOps career, covering motivations, skill gaps, learning plans, project implementations, interview preparation, and real‑world outcomes, offering a practical roadmap for engineers seeking similar growth.

CI/CDCareer TransitionCloud Native
0 likes · 44 min read
How I Doubled My Salary by Switching from Traditional Ops to SRE in 18 Months
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Sep 30, 2025 · Backend Development

Microservices vs SOA: Key Differences Every Architect Should Know

Microservices and SOA differ in architecture design, communication methods, service granularity, governance, and deployment, with microservices favoring decentralized, fine‑grained, container‑based approaches while SOA relies on larger, centrally orchestrated services via an ESB, making each suited to distinct enterprise scenarios.

CI/CDMicroservicesSOA
0 likes · 4 min read
Microservices vs SOA: Key Differences Every Architect Should Know