This article introduces the JD Mini Program CI tool, explains its architecture, provides step‑by‑step instructions for installing dependencies, configuring secrets, using script and command‑line interfaces for upload and preview, and demonstrates how to integrate the tool into CI/CD pipelines for automated deployment.
This guide demonstrates how to set up a Docker‑Compose environment with Vault and Jenkins, initialize Vault, configure AppRole authentication and policies, and integrate Jenkins pipelines to securely retrieve secrets, providing a practical DevOps solution for secret management.
This tutorial walks you through building a complete automated deployment pipeline from scratch, covering project setup on GitHub, Dockerized Tomcat and Jenkins containers, GitLab CI vs Jenkins comparison, Jenkins job configuration, webhook triggers, and shell scripting for continuous integration and delivery.
Jenkins' built‑in credentials manager suffers from several drawbacks and limitations, and integrating HashiCorp Vault can address these issues by providing more secure storage, better protection of sensitive data, and enhanced overall security for Jenkins pipelines.
To cope with over 100 million members, the membership testing environment progressed from manually configured VMs, through scripted Jenkins deployments, to a cloud‑native platform that centralizes resource allocation, automates routing and service registration, and provides one‑click diagnostics, dramatically lowering maintenance costs and achieving over 99 % stable deployment success.
This guide walks you through adding a Gitee code source to Zadig, configuring a microservice-demo project with Vue.js frontend and Golang backend, setting up services, builds, environments, workflows, and automatic triggers to achieve end‑to‑end continuous delivery on Kubernetes.
This guide walks you through using ACK One’s GitOps capabilities to manage multi‑cluster Kubernetes deployments with ArgoCD, covering prerequisites, CLI commands, console operations, application version upgrades, rollbacks, user‑permission management, Applicationset for multi‑cluster scaling, and Image Updater integration for end‑to‑end CI/CD automation.
The 2023 DevOps training course offers live weekend sessions covering foundational DevOps theory, Jenkins pipelines, GitLab CI/CD, Argo CD, Terraform infrastructure, Kubernetes deployment, and related tools, with detailed module breakdowns and a year‑long video replay archive.
NetEase Cloud Music open-sourced Horizon, a Kubernetes-based GitOps continuous deployment platform, offering standardized Helm‑based templates, RBAC, multi‑cloud support, CI integration, and extensibility, built on Argo CD, Tekton, and other components, now used in large‑scale production across multiple regions.
This article explains what a Jenkins Pipeline is, outlines its role in CI/CD and DevOps, and provides step‑by‑step instructions for creating pipeline jobs using both inline Pipeline Script and SCM‑based Jenkinsfile approaches, including sample code and GitLab trigger configuration.
This article describes how to dramatically reduce Jenkins‑based Docker build times for a BI project by analyzing the build pipeline, enabling Docker layer and application‑level caches, persisting node_modules with BuildKit, and applying minimal configuration changes that cut build duration from over 20 minutes to around four minutes.
This guide walks through setting up a Jenkins container to build and deploy a Spring Boot application, creating Docker and Docker‑Compose configurations, integrating Nginx as a reverse proxy, and automating the CI/CD workflow with detailed scripts and best‑practice recommendations.
iQIYI’s video transcoding team cut its Docker image size from 18 GB to 9 GB and build time from 30 minutes to under five by layering differential builds, on‑demand downloads, library deduplication, node pre‑warming with gray releases, and P2P distribution via Dragonfly, all without requiring developer changes.
This article details how the Omega platform reduced compilation time by up to 60% by adding Maven -am -pl flags, leveraging GoTemplate custom functions, and adjusting GitLab‑CI variables, providing a step‑by‑step verification of each attempt and the final solution.
This guide walks through deploying a Spring application using Docker Compose, Jenkins, GitLab, and Maven, covering password retrieval, plugin installation, GitLab host configuration, access token creation, Jenkins setup, Maven build commands, and verification of the generated JAR file.
This article explains what microservices are, defines microservice testing, outlines automated testing levels such as unit, contract, integration, and UI testing, and presents strategies, best practices, and tool recommendations for implementing effective automated testing in microservice architectures.
This article explains the concepts of DevOps and CI/CD, describes continuous integration, delivery and deployment, illustrates their relationship, and outlines how enterprises can adopt CI/CD pipelines using tools like Jenkins, Kubernetes, Helm, and Argo CD.
This article analyzes common Jenkins high‑availability challenges, reviews existing industry solutions, and presents Vivo's own Jenkins Scheduler architecture—including API‑gateway, event center, scheduling algorithms, flow‑control, and callback mechanisms—demonstrating its production deployment and future container‑based evolution.
The article explains performance testing as a non‑functional testing activity within continuous testing, describes its various types, compares process/thread/coroutine execution models, evaluates tools like LoadRunner, JMeter and Locust, and outlines desired features for container‑friendly performance testing solutions.
The paper presents Vivo’s Jenkins Scheduler, a master‑centric, high‑availability solution that replaces single‑master Jenkins by integrating an API gateway, event‑driven failure detection, label‑based multi‑dimensional scheduling, Redis/MySQL‑backed flow control, and callback monitoring, thereby balancing resources, enabling rapid failover, persisting queues, and improving build reliability, with plans to containerize Jenkins for Kubernetes workflows.
This article explains how introducing a remote cache backed by CFS and Zstandard compression into cloud‑native CI/CD pipelines dramatically reduces build times by 3‑5 times, outlines the implementation steps, tool choices, cache key strategy, eviction policy, and showcases performance gains across Java, Node.js, Go, and GCC builds.
This article outlines the key practices and considerations for evaluating modern CI/CD and DevOps capabilities, covering cloud adoption, organizational design, microservice architecture, automated pipelines, testing strategies, security, release frequency, and immutable infrastructure to help teams achieve fast, reliable software delivery.
The article argues that CI/CD and automation not only boost efficiency but also improve developer satisfaction, emphasizing that eliminating repetitive manual tasks makes work more enjoyable and motivates engineers, ultimately leading to better productivity and happier teams.
This guide explains how to set up Jenkins and GitLab containers using Docker Compose, including the required compose files, startup commands, and steps to retrieve initial passwords for accessing the services.
This article details how to dramatically reduce Jenkins‑triggered Docker build times for a BI project by enabling Docker layer and application‑level caches, configuring webpack caching, and leveraging BuildKit mount‑type caches to persist node_modules, achieving an 80% speedup with minimal configuration changes.
This article describes a cloud‑native CI/CD pipeline built on Kubernetes that leverages Tekton for continuous integration, Argo CD for continuous deployment, and Redmine for project management, detailing system design, task flow, usage steps, and achieved operational benefits.
This article walks beginners through the fundamentals of DevOps by outlining a practical five‑step process for creating a CI/CD pipeline, covering tools for continuous integration, source control, build automation, web server deployment, test coverage, and optional extensions such as containers and middleware automation.
This article presents Yuque’s comprehensive quality system, detailing the coach‑mode approach, the architecture of quality support tools like SkyTest and Reliable, mechanisms for defect convergence and coverage governance, and extensive UI automation for web, mobile, and desktop that together enable continuous delivery and a sustainable quality 3.0.
The article explains continuous testing, its advantages, key testing types, and how integrating automated tests into CI/CD pipelines across all SDLC stages improves feedback speed, reduces costs, and enhances software quality for mobile and web applications.
Zhongtai Securities' BeeBird Efficiency Platform, evaluated by the China Academy of Information and Communications Technology, achieved top‑level DevOps system and tool standards, delivering multi‑environment CI/CD, automated testing, security integration, and significant productivity gains that accelerate the firm's digital transformation in finance.
The article explains why software supply chain security is increasingly critical, introduces the SLSA (Supply‑Chain Levels for Software Artifacts) framework and its three trust boundaries, outlines common risk points from code commit to package distribution, and discusses mitigation strategies such as mandatory code review, robot‑account controls, and automation.
The article details Meituan Open Platform’s approach to automatically generate multi‑language SDKs with rich parameter models, covering overall design, code‑generation via DSL templates, CI/CD integration, and the resulting efficiency gains for third‑party developers integrating over a thousand OpenAPI endpoints.
This tutorial walks you through setting up a complete Jenkins‑Docker‑SpringBoot CI/CD pipeline on CentOS 7, covering Docker and Jenkins installation, plugin configuration, Maven setup, job creation, automated building, Docker image creation, and final verification, all with practical command examples.
This tutorial explains what Helm is, how to create and customize Helm charts, and demonstrates practical commands for installing, upgrading, rolling back, and uninstalling applications on Kubernetes, highlighting Helm's benefits for simplifying deployments, version control, and CI/CD workflows.
This article explains how treating infrastructure as code changes the way continuous integration and delivery pipelines are designed, highlighting differences in source control, testing, automation, security, cost estimation, and deployment compared to traditional application development CI/CD practices.
This guide explains how to configure and run GitLab secret detection to scan a repository for exposed credentials such as passwords, API keys, JWTs, and private keys, using custom rules, test files, pipeline execution, and result analysis.
This article explains the differences between feature‑branch and trunk‑based Git workflows, outlines their suitable scenarios in small and large monorepos, and provides practical guidelines and selection criteria to help teams adopt the most appropriate development model.
This article explains how to define Kubernetes applications with YAML, compares it to JSON and INI, and outlines three validation levels—structural, semantic, and security—while recommending tools and shift‑left practices to ensure reliable and secure deployments.
This article describes how a game development team designed, implemented, and continuously improved a static checking framework for Unity assets and code, covering pre‑submission hooks, post‑submission scripts, daily checks, CI/CD integration, UI enhancements, and lessons learned for better quality assurance.
This article presents a comprehensive overview of intelligent test localization techniques—including spectrum‑based fault localization, error‑code driven build‑system localization, commercial revenue‑loss decision making, and UI case‑level tracing—detailing their motivations, methodologies, algorithms, and practical applications within automated testing pipelines.
This article details how a front‑end DevOps pipeline was designed and deployed to address delivery inefficiencies, quality and experience challenges by integrating requirement, development, testing, pre‑release and production stages through automated workflows, code quality controls, instant notifications, and seamless JDOS deployment.
This article outlines the background, technical analysis, and step‑by‑step practical migration of multiple Fluently Speaking Android applications to Android 12, covering environment upgrades, Gradle and JDK changes, CI/CD runner configuration, API adjustments, UI updates, and future outlook.
This article analyzes the current challenges of front‑end delivery, outlines the bottlenecks in existing workflows, and presents a DevOps‑driven pipeline that automates build, test, and deployment to improve efficiency, quality, and collaboration across development teams.
This guide explains how to set up SSH keys on Jenkins and a GitLab repository so Jenkins can securely pull code, detailing the required public‑key addition to the repo, private‑key credential configuration in Jenkins, and a test job to verify the pull.
Bilibili's cloud‑based Android build system leverages high‑performance remote servers, Dockerized build images, Git diff synchronization, and distributed compilation of heavy tasks like DexBuild to dramatically accelerate builds for its massive monorepo, providing parallelism and VIP priority while incurring a learning curve and added maintenance costs.
GitOps leverages Git as an immutable source of truth to streamline CI/CD pipelines for Kubernetes, enhancing productivity, security, and compliance by providing observable, auditable deployments, centralized control, and easy rollbacks, while requiring dedicated tools such as Flux or Weave GitOps Core for full implementation.
This article provides a step‑by‑step guide to seamlessly integrate Bytebase’s SQL review feature into GitHub and GitLab CI/CD pipelines, covering prerequisite setup, configuring the SQL review CI, and verifying automatic SQL script checks on merge requests.
This guide demonstrates how to use Jenkins' currentBuild.changeSets variable within a pipeline script to obtain the list of files changed between builds, as well as the commit ID, author name, and commit message, enabling conditional flow control based on these details.
The article presents Alchemy, a comprehensive code quality analysis platform that integrates static analysis, unit‑test rule scanning, duplicate‑code detection, custom rule checks, and code search into GitLab CI/CD pipelines, addressing common DevOps challenges and improving backend development efficiency.
This article explains how to customize Jenkins build names and descriptions by setting the currentBuild.displayName and currentBuild.description variables within a pipeline, providing a sample script that incorporates environment, server group, and artifact version details for clearer build identification.
This article recounts AirQo's transition from a traditional CI/CD workflow to a GitOps model using ArgoCD, detailing the operational pain points they faced, the benefits gained such as automated sync, self‑service for developers, and easier rollbacks, and offering practical insights for similar cloud‑native teams.
This article walks through configuring @changesets in a pnpm-managed monorepo, automating versioning and changelog generation, adding GitHub Actions for CI/CD and documentation deployment, and outlines contribution guidelines for a frontend utility library, illustrating the full open‑source workflow.
This article explores the unique challenges of front‑end operations, outlines typical build failures caused by dependency, environment, and permission mismatches, and proposes Docker‑based DevOps solutions to streamline development, testing, and production workflows for full‑stack teams.
This article details Snowball's frontend team's comprehensive approach to three‑platform (iOS, Android, H5) unified development using React Native, a custom styled‑system, server‑side rendering, CI/CD pipelines, testing strategies, and future AI‑driven code generation, providing practical guidance for cross‑platform projects.
This guide explains how to integrate GitLab CI/CD with SonarQube, configure runners, set up SonarQube projects, define quality gates, and embed the pipeline into the development workflow to enforce code‑quality standards automatically.
This tutorial provides a complete, step‑by‑step guide to automatically deploy a Spring Boot project on CentOS 7 by installing Docker and Jenkins, configuring Maven and required plugins, creating a Jenkins pipeline, building the Docker image, and running the container, while avoiding common pitfalls.
This article details NetEase Yanxuan's Android team transition to a component‑based architecture, identifies inherent problems such as version control, quality assurance, semantic versioning and binary compatibility, and presents the YAC engineering solution—including standardized processes, Gradle plugins, CI/CD pipelines, and tooling—to streamline component development and improve productivity.
This tutorial walks you through installing Devtron on Kubernetes, creating additional Kind clusters, adding them as managed clusters, configuring environments, adding custom Helm repositories, and deploying a sample Spring Boot application across multiple clusters using Devtron's UI and chart groups.
This article provides a comprehensive guide to Jenkins pipelines, covering the differences between declarative and scripted syntax, key directives, agents, stages, parallel execution, environment variables, credentials, and post‑processing steps, all illustrated with complete code examples.
This article examines Dewu App's rapid DevOps transformation, detailing the holistic analysis of development, testing, and operations, the step‑by‑step solution framework, concrete results for a thousand‑person engineering team, and insights on making DevOps an organizational evolution rather than a mere toolset.
This guide explains how to install and configure the Jenkins Pipeline Linter Connector extension in VSCode to perform local syntax validation of Jenkinsfiles by invoking the remote Jenkins API, and walks through the steps to validate a Jenkinsfile directly from the editor.
This article explains software delivery pipelines, covering their components, deployment stages, continuous integration and delivery practices, and release strategies such as blue/green and canary deployments, highlighting how automation improves reliability and reduces risk.
This article explains how to manage multiple microservice projects with GitLab groups and Jenkins, demonstrating the use of Jenkins pipeline's parallel syntax for both parallel tasks and parallel stages, and provides a master job script that triggers builds concurrently to speed up deployments.
This guide walks through setting up a one‑click automated deployment pipeline for a Spring Boot application using Docker and Jenkins on CentOS 7, covering Docker installation, Jenkins container setup, required plugins, job configuration, building, testing, and running the project.
This article examines CI/CD approaches within a Kubernetes ecosystem, detailing pull- and push-based pipeline architectures, their advantages and disadvantages, key considerations such as automated testing, validation and rollbacks, and reviews popular open-source tools like Spinnaker, Jenkins X and Argo CD.
This article explains the fundamentals of CI/CD, why it is critical for Serverless architectures, and provides step‑by‑step guidance with code snippets for integrating Serverless Devs into GitHub Actions, Gitee Go, Jenkins pipelines, and CloudEffect, including tool installation, secret configuration, and deployment commands.
This article explains the fundamentals of DevOps and CI/CD, detailing their definitions, the roles of Continuous Integration and Delivery, their relationship, and practical steps for enterprises to adopt CI/CD pipelines using tools like Jenkins, Kubernetes, Helm, and ArgoCD.
This article reviews five major CI/CD solutions—CircleCI, Codefresh, GitHub Actions, GitLab, and Jenkins—highlighting their core features, integration capabilities, and suitability for internal development platforms that aim to streamline developers' golden‑path workflows.
This guide demonstrates how to use the python‑jenkins library to interact with Jenkins via its API, covering installation, configuration, job creation, copying, deletion, node management, plugin handling, and scripting examples for automating CI/CD pipelines.
This article explains front‑end engineering concepts, common pain points, and a systematic learning path for team leaders, illustrating how to build a component library with Vue, adopt standards, CI/CD, monorepo, and TDD to improve team efficiency.
The article explains why shifting from manual to automated testing is essential in fast‑changing agile environments, outlines common migration challenges, and details the advantages such as faster testing, cost reduction, improved reliability, and stronger CI/CD integration.
This article shares the author’s personal transition from manual functional testing to automation testing, outlines a detailed learning roadmap covering Python, Selenium, Robot Framework, API testing, CI/CD, and provides curated resources and QR‑code links for aspiring automation engineers.
This article outlines a comprehensive, cloud‑native rate‑limiting solution using Kong gateway, covering background challenges, design considerations, multi‑layer architecture, plugin development, CI/CD workflow, deployment strategies, and operational best practices to achieve low cost, high efficiency, and high quality across diverse projects.
This article explains how to install and configure the Deploy Dashboard plugin in Jenkins to visualize deployment versions across environments, add deployment information via pipeline code, create custom dashboard views, and add quick‑deploy buttons for streamlined CI/CD operations.
This guide presents twelve practical steps—from understanding the trade‑offs and planning the transition to adopting monorepos, CI pipelines, API gateways, feature flags, and observability—that help teams safely decompose a large monolithic application into a robust microservices architecture.
This article demonstrates how to install and configure the Jenkins Git Parameter plugin to automatically obtain branch information from a GitLab repository within a pipeline, covering setup steps, common errors, and tips for handling projects without a checkout stage.
This article explains how Jenkins Pipeline as Code replaces cumbersome freestyle job configurations with version‑controlled pipeline scripts, improving bulk modifications, consistency across multiple projects, and overall CI/CD management for enterprises.
The article details how NetEase Yanxuan’s massive iOS codebase was refactored through modularization and layered architecture—splitting the main project, isolating business modules, automating dependency analysis, binaryizing core libraries, and cleaning unused resources—resulting in reduced coupling, a 6% faster compile time, and a sustainable CI‑driven development workflow.
This article explains how to implement DevSecOps across an enterprise using Jenkins Template Engine (JTE), covering preparation of library resources, pipeline template configuration, plugin installation, and a complete pipeline test with sample code and console output.
This guide explains how to reduce Spring Boot jar size by separating third‑party dependencies from business code, configure Maven for dependency splitting, use Jenkins to detect changes via MD5 checks, and deploy the resulting packages through SSH or Docker‑based pipelines.
This article details how the used‑car technology team at Autohome optimized R&D efficiency through standardized workflows, task decomposition, unified time‑based measurement, rigorous demand review, flexible branching, CI/CD pipelines, and data‑driven metrics, resulting in higher throughput and reduced bug rates.
This tutorial walks you through setting up a complete CI/CD pipeline on CentOS 7 using Docker, Jenkins, and Spring Boot, covering Docker installation, Jenkins container deployment, plugin and Maven configuration, job creation, Dockerfile setup, and automated project build and run.
Version 1.5 of the open‑source Cloud Native application delivery platform KubeVela introduces enhanced plugin specifications, built‑in observability with Prometheus‑Grafana, a browser‑based Cloud Shell, advanced Canary rollouts via OpenKruise, multi‑environment UI improvements, and performance optimizations, while moving toward CNCF incubation.
This article provides a comprehensive guide to DevStream, an open‑source DevOps toolchain manager, covering its core concepts, configuration files, installation steps, basic commands, plugin development, and a practical example that demonstrates initializing and applying a full CI/CD pipeline on Kubernetes with ArgoCD.
This article explains the stages of the DevOps lifecycle—planning, coding, building, testing, releasing, deploying, operating, and monitoring—along with the popular tools used at each phase to enable continuous integration, delivery, and deployment.
This tutorial explains how to use Docker's build‑time features, layer minimization, multi‑stage builds, and the scratch base to create lightweight, secure, and fast Go container images, demonstrating each step with clear code examples and performance comparisons.
This article outlines how our team overhauled the CI/CD pipeline, migrated from Jenkins to GitLab CI, introduced Kubernetes‑based execution, automated branch management via Jira integration, restructured artifact storage with JFrog, and built an in‑house SCA solution, all to boost development efficiency, reduce manual errors, and secure software delivery.
This article explains how Meituan built a unified, highly available pipeline engine that supports nearly 100,000 daily executions across dozens of services with 99.99% success, detailing the challenges faced, the architectural decisions made, and the future roadmap for further scalability and cloud‑native improvements.
This guide walks through installing Docker and Jenkins on CentOS 7, configuring Jenkins with necessary plugins, setting up Maven, creating a Jenkins pipeline to pull, build, and containerize a Spring Boot project, and finally testing and running the application automatically, providing a complete one‑click CI/CD solution.
This article details Meituan's three‑year journey building a self‑developed pipeline engine that now handles nearly 100,000 daily executions with over 99.99% reliability, covering background, challenges, architectural decisions, core scheduling and resource‑pool designs, component layering, and future cloud‑native plans.
The article describes how Beetle’s development workflow was improved by using GitLab webhooks to automatically publish JAR packages, trigger compilation, deployment, and CI checks, while notifying users via enterprise WeChat, thereby reducing manual steps and waiting time for developers and testers.
This article explains the implementation principles of cnpm rapid mode, demonstrates how server‑side dependency‑tree generation, high‑speed downloading, tar‑based disk I/O, and a FUSE‑backed overlay filesystem together achieve up to ten‑fold faster npm installations and seamless CI/CD integration.
This guide explains how to create a robust GitHub Actions CI/CD workflow that automatically tests Apache Airflow DAGs using pytest, flake8, and Black, then securely deploys them to Amazon Managed Workflows for Apache Airflow (MWAA) with optional Git hooks and fork‑and‑pull collaboration models.
This article traces the evolution of software architecture from monolithic applications through vertical splitting and distributed services to modern microservices, outlines the key stages of microservice development, and presents a comprehensive technology stack—including communication protocols, API gateways, authentication, fault‑tolerance, logging, configuration, containerization, orchestration, and CI/CD tools—required to build robust backend systems.
This guide explains how to install the Tektoncd Operator on a Kubernetes cluster, configure its CRDs, choose installation methods, customize component images, apply predefined profiles, and run a simple hello‑goodbye pipeline using Tekton tasks and PipelineRun objects.
This article chronicles the evolution of a SaaS product from a simple monolithic SPA through microservice decomposition to containerized deployment, detailing API design, CI/CD pipelines, Spring Cloud and Kubernetes integration, automated tracing, monitoring, and lessons learned for small development teams.
This article explains the fundamental distinction between deployment and release, outlines ITIL‑based management practices, defines key performance indicators for scaling, and presents DevOps, CI/CD, and real‑world case studies to improve software delivery efficiency.
This article details Meituan's three‑year journey building a self‑developed, distributed pipeline engine that now handles nearly 100,000 daily executions across dozens of services with over 99.99% reliability, covering the challenges faced, architectural decisions, scheduling and resource‑pool designs, and future cloud‑native plans.
This article introduces the concept and benefits of automated testing frameworks, outlines popular framework types such as module‑based, data‑driven, keyword‑driven, black‑box hybrid and behavior‑driven, and explains how they are integrated with CI clusters, data platforms, and objective reporting to improve real‑time video SDK testing efficiency and reliability.
The article examines the difficulties encountered when implementing a Backend‑For‑Frontend (BFF) layer in the JD Finance app, introduces a visual service‑orchestration platform that replaces hard‑coded solutions with drag‑and‑drop workflows, details its core functions, architecture, and performance benefits, and demonstrates how it dramatically improves delivery speed, service governance, and debugging efficiency.
