A collection of Zhihu answers examines the perception that IT operations is low‑tech, sharing real‑world experiences that reveal hidden complexities, the evolution of ops responsibilities, and why the role is actually far from trivial.
This guide explains how to set up Jenkins Pipeline to automate the build, test, and deployment process of a PHP project, covering prerequisite installations, pipeline creation, Jenkinsfile authoring with example code, and execution steps to achieve reliable CI/CD.
Bilibili’s Change Prevention Platform consolidates data from over 60 systems to proactively detect and block more than 100 risky changes daily, reducing change‑related incidents by applying a four‑pillar framework of technical support, landing, cross‑domain enablement, and cultural safeguards, while evolving toward AI‑driven, end‑to‑end change defense.
This article explains how modern front‑end teams ensure system stability and high‑quality operation by implementing comprehensive monitoring and automated inspection, covering background, significance, architecture, real‑time and scheduled checks, performance metrics, alert strategies, error handling, custom reporting, and future improvement plans.
Kubewatch is an open‑source, lightweight Kubernetes event watcher that streams resource changes such as pod creation, deletion, and updates to various notification channels like Slack, Mattermost, and custom webhooks, and can be quickly installed and configured via Helm charts.
This guide walks you through constructing a complete GitOps‑based CI/CD pipeline using GitLab, GitLab Runner on Kubernetes, Maven, SonarQube, Harbor, Argo CD, and Kustomize, covering code commit, build, test, image publishing, automated deployments, and advanced rollout strategies such as blue‑green and canary releases.
This article introduces ten essential Kubernetes technologies—including Helm Charts, Operators, Service Mesh, StatefulSets, CRDs, Network Policies, Pod Disruption Budgets, HPA, Persistent Volumes, and Ingress Controllers—explaining their core concepts, key capabilities, and how they improve application reliability, scalability, and security.
This guide walks through initializing a Spring Boot project, handling IDE licensing hurdles, ensuring compatible Spring Cloud, Spring Boot, and Kafka versions, leveraging Maven for dependency management, and integrating essential utilities like global exception handling, logging, CORS, Swagger, and helpful development tools.
This guide walks you through configuring Docker mirrors, installing JDK and Maven, setting permissions, and using Docker Compose to launch a web‑based IntelliJ IDEA container on a cloud server, then accessing it via port 8887 for browser‑based Java development.
This article outlines a four‑layer architecture for automated testing frameworks and describes the essential layers of a DevOps automation efficiency platform, covering system under test, core architecture, script organization, user management, and resource, data, capability, pipeline, and user layers.
The article outlines China's agile development and DevOps maturity standards, highlights the rapid adoption by major financial institutions such as the Agricultural Bank of China and China Merchants Securities, and details the measurable improvements in delivery speed, quality, and user satisfaction achieved through these practices.
This guide walks through the most frequently used Ansible modules—including file, copy, yum_repository, yum, service, systemd, user, group, fetch, get_url, and setup—explaining their key options and demonstrating ad‑hoc command usage with complete code examples for Linux automation.
The article details China's 2024‑2027 IT standards action plan, CAICT's dual ITU and domestic DevOps assessment, Changan Automobile's Gaia platform passing both certifications, and insights from senior engineers on the benefits, implementation challenges, and future roadmap of their DevOps transformation.
FAW‑Volkswagen successfully passed both the ITU DevOps international standard and China's domestic DevOps system‑and‑tool standard, showcasing leading capabilities through its R&D Efficiency Platform and Integrated Operations Platform, while sharing insights on the assessment process, platform benefits, and future DevOps directions.
This article details a comprehensive DevSecOps pipeline that uses Jenkins for CI/CD, Dependency‑Track and DefectDojo for SBOM management, SonarQube and Trivy for static and container scanning, Docker for image builds, and ArgoCD with Kubernetes for automated deployments, illustrating each stage with full code examples.
The article reflects on a bug‑fixing team's experience, arguing that bugs are an inevitable by‑product of software development, discussing the limits of zero‑tolerance policies, the trade‑offs between quality and resources, and suggesting cultural and engineering practices such as testing left‑shift, code reviews, and refactoring to improve quality without sacrificing delivery speed.
The 2024 XOps Industry Innovation Forum in Beijing unveiled the China DevOps & BizDevOps State Survey, revealing that over 6,300 enterprises participated, with more than 60% adopting agile practices, 83% using containers or VMs, and a growing focus on automation, testing, and BizDevOps transformation across diverse sectors.
Changan Automobile’s digital Gaia platform recently passed both the ITU DevOps international standard and China’s domestic DevOps maturity model, showcasing how a unified, automated delivery pipeline can accelerate software release, improve quality, and position the company at the forefront of automotive digital transformation.
FAW‑Volkswagen successfully earned both ITU DevOps international certification and the domestic DevOps standard assessment for its R&D Efficiency Platform and Integrated Operations Platform, showcasing how standardized DevOps practices can accelerate digital transformation, improve delivery quality, and enhance operational efficiency in the automotive industry.
DevOps engineers must master programming and scripting, configuration and version control, deployment across hardware and cloud, security practices, performance monitoring, network optimization, and effective communication and team management to ensure rapid, reliable software delivery.
The article explains the four core DORA metrics—deployment frequency, change failure rate, mean time to recovery, and lead time for changes—highlighting their focus on speed and stability, their limited business relevance, and proposes using leading indicators and broader measures to align engineering performance with business outcomes.
This guide introduces Gitea—a Go‑based, open‑source Git service—covers its core features, compares it with GitLab and GitHub, and provides step‑by‑step instructions for binary installation, systemd service setup, Nginx reverse‑proxy configuration, and basic repository usage on Linux.
This article provides an in‑depth, side‑by‑side analysis of Jenkins and GitLab CI/CD, covering their histories, core features, community support, pros and cons, and practical guidance to help DevOps teams choose the most suitable continuous integration and delivery platform for their projects.
This article introduces Ansible as an open‑source automation tool, explains its declarative, abstract and idempotent characteristics, shows how to install it with pip, outlines its core architecture components, describes its working principles, and provides usage examples for its seven main commands.
This article details the end‑to‑end redesign of Quora Travel's Watcher monitoring platform from minute‑level to second‑level precision, covering architectural changes, storage engine migration, client‑side metric collection, server‑side scheduling, dashboard and alarm adaptations, and the resulting operational improvements.
This article outlines six practical strategies to upgrade CI/CD pipelines, including performance and device‑compatibility testing, visual regression and accessibility checks, automated security scans with Dependabot, blue‑green deployments, phased testing, infrastructure‑as‑code integration, and automated rollback checkpoints, helping teams deliver higher‑quality software faster.
This guide details a comprehensive set of software development metrics—including agile velocity, code quality, continuous integration, technical debt, unit and smoke testing, test automation, quality process, and continuous delivery—explaining their definitions, data sources, calculation methods, reference standards, and responsible platforms to help teams monitor and improve performance.
The article explains the core concept of deployment pipelines in Continuous Delivery 2.0, outlines essential quality‑gate mechanisms, and details five design principles—build once, loose coupling, parallelization, fast feedback, and important feedback—plus team collaboration disciplines such as immediate pause and security audit.
Jpom is a simple, low‑intrusion Java‑based platform that provides online project building, automatic deployment, daily operations, and monitoring features, offering node management, SSH terminal, Docker handling, and a one‑click installation process suitable for individuals and small enterprises.
The article traces CentOS’s evolution from a downstream RHEL clone to the upstream‑focused CentOS Stream, explains the end of CentOS Linux updates, and evaluates a range of alternative distributions—including Ubuntu, Rocky Linux, Oracle Linux, and several Chinese OS projects—to help enterprises choose the most suitable platform for their workloads.
The article details China’s push for integrated R&D‑operations through DevOps, highlights the ITU‑T Y.3525 international standard, and showcases how leading banks and financial firms achieved Level 3 Continuous Testing assessments, illustrating the impact on software quality, automation, and delivery efficiency.
This tutorial explains how to install kubeseal and its controller, encrypt Kubernetes secrets into SealedSecret resources, apply them to a cluster, and let the controller automatically decrypt them back into regular secrets, ensuring safer secret management in cloud‑native environments.
In the first half of 2024, Chinese enterprises boosted their international influence through significant progress in informationization standards, with the CAICT DevOps assessment seeing 13 firms pass 26 evaluations and unveiling five key highlights that signal a shift toward organization‑wide DevOps adoption.
The article analyses Tencent’s 2019 tech transformation—its DevOps and middle‑platform efforts—critiques the EPC productivity certification, shares the author’s two‑year hands‑on experience, and outlines practical requirements for tools, environments, and culture to truly improve engineering efficiency.
This guide explains why front‑end developers need Docker, introduces core concepts, walks through installing Docker, building and running a simple container, using Docker Compose for a full‑stack React‑Node app, and shares practical configuration tips to ensure consistent, efficient development across environments.
This article recounts how Google engineer Laurent Le Brun and the Bazel team designed, built, and rolled out Buildifier—a code‑formatting tool that automatically reformatted over one hundred thousand BUILD files—detailing the technical challenges, testing strategies, large‑scale deployment, and the resulting improvements in code consistency and developer productivity.
Suzhou Bank’s Mobile Banking 5.0 platform, showcased at the 23rd GOPS Global Operations Conference, demonstrates how a unified micro‑service architecture, advanced security technologies, and a comprehensive DevOps platform can elevate development efficiency, meet international standards, and drive innovative financial services.
This guide introduces Gogs, a Go‑based open‑source Git server, outlines its key features, and provides step‑by‑step instructions for downloading the binary, extracting it, launching the service, and verifying a successful installation across multiple platforms.
The article details China's 2024‑2027 Information Standard Construction Action Plan, the launch of synchronized ITU DevOps international and domestic assessments, and how Shanghai Stock Exchange's website and app platform successfully passed both standards, highlighting the significance for national standardization and operational excellence.
This guide shows how to set up Jenkins on Windows using Docker Desktop and Docker Compose, create persistent volume directories, configure the compose file, adjust the update center to a domestic mirror, and retrieve the initial admin password.
This guide walks you through installing Nginx, configuring a basic website, creating an HTML page with CSS, launching the server, and using a free tunneling service to expose the site to the public internet, all without any cost.
This article examines how AI‑generated code is reshaping continuous integration and delivery, outlines the specific challenges of adapting CI pipelines for AI assistance, and provides practical best‑practice recommendations for teams seeking to improve efficiency, quality, and security in DevOps workflows.
This article reviews the transformation of IT operations from manual processes to automation, AIOps, and ChatOps, and explains how large language models can further enhance intelligent monitoring, automated diagnosis, and knowledge‑base assistance to improve system stability and response speed.
The Agricultural Bank of China’s Digital Twin Platform passed both the ITU DevOps international standard and the domestic DevOps Level‑3 Continuous Delivery assessment, highlighting China’s push for internationalized information standards and showcasing the broader rollout of synchronized DevOps evaluations across the nation.
The article details China’s 2024‑2027 Information Standard Construction Action Plan, the launch of synchronized ITU DevOps international and domestic assessments, and a case study of Shandong City Commercial Bank Alliance’s successful dual‑certification, highlighting interview insights, performance metrics, and the broader push for standards internationalization.
Suzhou Bank’s Mobile Banking 5.0 project secured both the ITU DevOps international certification and the domestic DevOps continuous delivery Level‑3 assessment, showcasing a successful case of aligning Chinese digital standards with global benchmarks and illustrating the practical benefits of a unified DevOps approach for financial institutions.
This article explains why organizations adopt multi‑cluster Kubernetes for high availability, hybrid‑cloud scaling, and fault isolation, outlines the preparatory steps, compares Federation v1 and v2, introduces Karmada as a CNCF project, and shares practical non‑federated deployment, monitoring, traffic management, and migration techniques with code examples.
Qunar’s Watcher monitoring platform was upgraded from minute‑level to second‑level precision, redesigning storage, data collection, and alerting pipelines, adopting VictoriaMetrics, enhancing client SDKs, and adding fine‑grained alarm rules, which reduced fault detection from four minutes to under one minute while improving reliability and scalability.
This document outlines a detailed training curriculum covering backend development, cloud-native technologies, microservice frameworks, databases, messaging systems, containerization, orchestration, performance tuning, and related tools, presented as a series of numbered sessions with practical labs and theory.
This article introduces three free and user-friendly Docker visual management tools—Docker Desktop, Portainer, and Docker UI—detailing their key features such as cross‑platform support, graphical interfaces, container and image management, monitoring, and multi‑platform compatibility to help developers simplify container operations.
This article recounts a two‑year journey of moving from Ansible‑based EC2 deployments to a Kubernetes‑centric platform, detailing motivations, migration strategies, operational challenges, tooling choices, cost considerations, and practical lessons for teams contemplating a similar cloud‑native transformation.
This guide explains role‑based access control (RBAC), shows how to map users to roles and permissions, and provides a complete Jenkins pipeline example—including role configuration, permission assignment, and validation—for admin, development, and operations teams.
The article explains the newly launched DevOps international standard evaluation, its relationship with domestic standards, the 2024‑2027 information standard action plan, the three major upgrades to the assessment process, and how Chinese companies can participate to gain internationally recognized certification.
This article presents a comprehensive case study of a high‑traffic business middle‑platform built with SpringBoot microservices, Kong API Gateway, MyCat‑sharded MySQL, Docker containerization, Kubernetes orchestration, CI/CD pipelines, and monitoring tools, detailing design decisions, implementation tricks, and operational lessons learned.
This guide explains how to set up Jenkins Pipeline to automate the continuous integration, testing, and deployment of PHP projects, covering prerequisite installations, pipeline creation, Jenkinsfile scripting, and execution of the build process.
This guide presents a comprehensive collection of the most important and frequently used kubectl commands, explaining how to retrieve version information, manage clusters, list resources, manipulate contexts, create, update, patch, scale, expose, delete, and debug Kubernetes objects, as well as format output and control verbosity, enabling DevOps engineers to efficiently operate Kubernetes clusters.
This article explains essential DevOps metrics—including deployment frequency, lead time for changes, change failure rate, mean time to recovery, and customer satisfaction—detailing why they matter, how to measure them, and practical practices to improve each metric for more efficient and reliable software delivery.
This article details the background, overall architecture, challenges, and step‑by‑step redesign of Qunar Travel's Watcher monitoring platform to achieve second‑level (per‑second) data collection, storage, and alerting, including storage engine selection, client and server optimizations, deployment strategies, and operational outcomes.
This article details the evolution of Vivo's CICD artifact management across four stages, explains its core functions such as multi‑type support, unified storage, promotion, security scanning, aging, and permission control, and outlines future directions toward smarter, more integrated, and secure DevOps operations.
The article details a real‑world case study of building and operating a high‑traffic business middle‑platform for a leading consumer‑goods company, covering business and technical architecture, API gateway selection, SpringBoot microservices, custom MyBatis, logging, SSL, Docker, MyCat sharding, K8s deployment, CI/CD pipeline, and monitoring solutions.
This article explains the concept of a Break Build in continuous integration, outlines common causes, and demonstrates how to use Jenkins pipeline scripts to automatically detect and notify the code contributors responsible for a failed build, helping teams quickly resolve deployment issues.
Learn how to set up a Jenkins continuous‑integration environment on Windows by installing the master server, configuring security, adding a slave node, installing JRE, and turning the slave agent into a Windows service, complete with screenshots and detailed step‑by‑step instructions.
Over the past two decades, software engineering has shifted from waterfall to agile, embraced DevOps, cloud and micro‑services, containerization, CI/CD, open‑source, AI, heightened security, diverse languages, remote collaboration, user‑centered design, dependency management, and continuous learning, while core concepts such as requirements analysis, design principles, testing, version control, and architecture remain unchanged.
At the 22nd GOPS Global Operations Conference, senior Shanghai Stock Exchange manager Huang Tianshou presented a comprehensive overview of the securities‑futures industry's R&D‑operations integration framework, highlighting its background, best‑practice case studies, standard‑development progress, and practical considerations for achieving cost reduction, efficiency gains, and risk control.
This article explains how to configure Jenkins to send build results via email, covering the default Mailer plugin setup, testing, and advanced Email Extension plugin usage with default, Groovy, and HTML templates, including pipeline script examples and best practices for reliable notifications.
The article details a DevOps‑driven test pipeline for customer‑service applications, explaining its necessity for risk reduction, describing a feature‑based design with strong quality checkpoints, outlining implementation steps, integration with CI/CD, monitoring dashboards, and future multi‑domain rollout plans.
This article explains why enterprises need a private Docker registry, introduces the open‑source Harbor project, outlines its architecture and hardware/software requirements, and provides detailed installation, configuration, and usage instructions—including Docker, Docker‑Compose, and Harbor setup commands—to get a secure, CNCF‑certified container image repository up and running.
This guide walks you through installing Ansible on Linux, configuring inventory and settings, writing a basic playbook to deploy a web server, and executing it, while also covering variables, roles, templates, handlers, conditional tasks, and error handling for robust automation.
This tutorial walks through using the Ruoyi project to set up a full CI/CD pipeline with Jenkins, custom Docker base images, Kubernetes deployments, and automated notifications, covering environment preparation, pipeline design, Dockerfile creation, Jenkins configuration, GitLab webhooks, and deployment verification across DEV, UAT, and PROD stages.
This comprehensive DevOps guide explains core concepts such as collaboration, automation, CI/CD pipelines, infrastructure as code, and monitoring/logging, and includes practical code examples for Git, shell scripts, Jenkins, GitHub Actions, AWS CodePipeline, Ansible, Docker Compose, Prometheus, Grafana, Fluentd, and Elasticsearch.
This article demonstrates how Python can automate common operations tasks such as remote command execution, log file parsing, system monitoring with alerts, batch software deployment, and file backup and recovery, providing code examples using libraries like paramiko, regex, psutil, fabric, and shutil.
This article explains Facebook’s internal configuration management system, detailing how tools like Configerator treat configuration as code, support version control, automated validation, large‑scale distribution, UI editing, and canary testing to prevent errors and streamline deployment across services.
Linux dominates modern server environments because its free, lightweight distributions and robust open‑source ecosystem outperform the costly, configuration‑heavy Windows/IIS stack, offering superior performance, native container support, and community‑driven innovation that overcame early Microsoft resistance and drove industry-wide adoption.
This guide explains why developers still need virtual machines, the high cost of VMware, the recent release of a free personal version, and provides a detailed step‑by‑step process—including registration, download links, and installation instructions—to get VMware Fusion or Workstation up and running on macOS or Windows.
The five‑day JD Cloud research‑efficiency camp gathered leading experts to share practical insights on continuous delivery, metric standards, BizDevOps, agile leadership, and JD’s own R&D practices, offering actionable guidance for senior R&D managers seeking to boost productivity and digital transformation.
This case study describes how a large manufacturing company's IT department, led by Michael, overcame strong internal resistance from senior staff to transition from a traditional waterfall development model to an agile and DevOps approach through personalized communication, stakeholder engagement, and transparent implementation planning.
vivo’s CICD artifact management has evolved from manual builds to a comprehensive Platform Management 2.0 that provides unified storage, multi‑type support, version control, promotion, security scanning, lifecycle policies, and fine‑grained access, dramatically reducing errors and operational costs.
This guide reviews ten indispensable tools for operations engineers, detailing each tool's functions, ideal scenarios, advantages, and real‑world examples, and includes practical code snippets for automation, monitoring, container management, and log analysis.
The 2023‑2024 China DevOps Status Survey reveals that banks are rapidly adopting DevOps standards—covering agile development, continuous delivery, technical operations, application design, security, and toolchains—resulting in higher maturity, shorter delivery cycles, improved quality, and measurable efficiency gains across more than 20 industries and over a hundred enterprises.
This guide walks through installing KubeSphere on Ubuntu, configuring mirrors, troubleshooting common errors, setting up multi‑tenant hierarchies, creating workspaces, projects and DevOps pipelines, configuring application routing, TLS, S2I builds, and integrating Jenkinsfile‑out‑of‑SCM pipelines for continuous delivery.
A collection of Zhihu users’ answers reveals that operations engineers handle complex monitoring, deep Linux expertise, fire‑fighting, network security, and infrastructure management—tasks that often exceed developers’ expectations and require a broad, high‑level technical skill set.
The article explains what constitutes an SQL problem, presents a typical case of performance degradation caused by mismatched character sets, and outlines how the SQLE platform can help developers, testers, and DBAs systematically manage and improve SQL quality throughout the software lifecycle.
This article presents ten ready‑to‑use Python scripts that automate common operational tasks such as file backup, scheduled email reminders, web scraping, bulk image renaming, log analysis, folder synchronization, database backup, API monitoring, performance testing, and CI/CD deployment.
This guide walks you through essential Git operations—including pushing a local project to a remote repository, reverting to previous commits, changing remote URLs, renaming and deleting branches, copying master to a new branch, and migrating repositories while preserving history.
The article explains how platform engineering, as an evolution of DevOps, aims to reduce developers' cognitive load by providing integrated, user‑friendly tools and workflows, discusses real‑world practices such as ByteDance's CI/CD pipeline, and outlines future trends toward process‑orientation, intelligence, and scalability.
This tutorial demonstrates how to use Terraform to define and provision common Kubernetes resources such as namespaces, deployments, services, ConfigMaps, Secrets, and PersistentVolumeClaims, providing step‑by‑step commands, code examples, and verification procedures for a fully automated workflow.
This article details CITIC Bank’s multi‑year participation in China’s CAICT DevOps Capability Maturity Model assessments, highlighting the number of standards passed each year, the significance of the evaluations for digital transformation, and the broader impact on industry best practices.
This article presents a curated collection of over twenty open‑source DevOps tools—ranging from version control and CI/CD to monitoring, container orchestration, and cloud platforms—explaining their core functions and why they are valuable for modern development and operations teams.
China’s banks are rapidly adopting DevOps, with CAICT’s maturity model showing China Merchants Bank topping assessments across multiple years, highlighting how standardized DevOps practices boost IT efficiency, product delivery speed, and business satisfaction in the era of digital transformation.
This article provides a step‑by‑step guide on setting up Jenkins Pipeline to automate the continuous integration, testing, and deployment of PHP applications, covering prerequisite installations, plugin configuration, Jenkinsfile creation with stages for checkout, build, test, and deployment, and how to run the pipeline.
This guide explains why static YAML pipelines become unwieldy, introduces Cloud Effect Flow's template syntax based on Go templates, and shows step‑by‑step how to generate multiple jobs dynamically for compatibility testing and per‑application builds, including code examples and runtime configuration.
The article outlines essential DevOps and agile practices—including Scrum, Kanban, continuous integration, continuous delivery, monitoring, micro‑services, automation, and security—to improve collaboration, increase release frequency, and deliver higher‑quality software faster.
The article outlines the DevOps International Standard (ITU‑T Y.3525), its development history, publication, evaluation scheme upgrades, relationship with China’s domestic DevOps standards, and provides a comprehensive overview of industry participation in the DevOps capability maturity model as of April 2024.
The article details how China’s Agricultural Bank of China has leveraged the CAICT DevOps Capability Maturity Model to achieve extensive assessments across dozens of projects, illustrating the bank’s digital transformation, security improvements, and operational benefits within the broader national push toward intelligent, networked enterprises.
This guide explains the purpose and characteristics of development, test, pre‑release, gray‑scale, and production environments, outlines deployment methods, key considerations, phased strategies, environment differences, testing data construction, and synchronization practices to improve software development quality and efficiency.
This article explains what microservices are, outlines their advantages and disadvantages, compares them with monolithic architectures, and provides practical guidance on when and how to adopt a microservice approach for scalable, maintainable backend systems.
The ITU‑T Y.3525 DevOps international standard, aligned with China’s domestic DevOps evaluation, was announced on April 25, 2024, detailing its development history, evaluation scheme, upgraded certification, and the relationship with domestic standards, while showcasing industry participation data and contact information for assessments.
Amid China's digital transformation wave, the Agricultural Bank of China has leveraged the CAICT‑led DevOps Capability Maturity Model to achieve record‑setting assessments across multiple projects, demonstrating how systematic DevOps adoption can boost security, efficiency, and innovation in large financial institutions.
The 2024 DevOps landscape is reshaped by emerging trends such as microservices, Kubernetes, Infrastructure as Code, DevSecOps, and AI/ML, which together accelerate delivery, improve quality, enhance collaboration, reduce costs, and boost enterprise resilience and adaptability.
Discord’s engineering team migrated its backend and infrastructure development to Linux‑based cloud development environments using Coder, gaining immutable, reproducible, and secure workspaces while navigating challenges like latency, network reliability, and the need for seamless developer onboarding.
