This article compares traditional Linux crontab with Kubernetes CronJob, outlines the limitations of crontab, highlights the high‑availability and advanced features of K8s CronJob, and demonstrates how Alibaba Cloud SchedulerX provides a visual, low‑learning‑cost solution for managing container‑native scheduled tasks.
This article explains how Helm, the Kubernetes package manager, simplifies deploying multiple micro‑service applications with a single command, covering its core features, workflow, key concepts, step‑by‑step usage, release management, installation order, and a comprehensive command reference.
This article explains how software test engineers can combine ChatGPT and the HttpRunner framework to address DevOps testing pain points, record web operations, batch‑modify scripts, run and debug tests, and automatically generate API test cases and scripts for faster, more efficient regression testing.
Learn how to quickly set up a development‑test Azure Kubernetes Service (AKS) cluster using Terraform with default settings, including creating a Service Principal, configuring Terraform Cloud backend, defining variables, and applying the infrastructure, plus commands for login, plan, apply, and destroy.
This article presents a comprehensive, four‑stage roadmap for backend developers, covering foundational Go knowledge, engineering best practices, advanced system architecture, and expert‑level soft skills, offering practical guidance for career growth and technical mastery.
This article examines how six major Chinese state-owned banks leveraged the CAICT‑led DevOps Capability Maturity Model to assess dozens of projects, improve IT efficiency, integrate resources, and achieve measurable gains in delivery speed, quality, and security across agile development, continuous delivery, operations, and risk management.
This guide explains how to create an Azure Service Principal with the Azure CLI, extract its credentials using jq, and log in to Azure non‑interactively via the CLI, covering required parameters, role selection, and verification commands.
This article extends the ideas from "13 Years of Coding at Tencent" by presenting a comprehensive set of engineering self‑cultivation principles—including bias, entropy control, test‑driven design, early and automated testing, unified terminology, domain‑driven design, framework decoupling, and disciplined code encapsulation—to help developers write higher‑quality, maintainable code.
This guide explains the fundamentals of FRP, a reverse‑proxy tool for intranet penetration, and provides step‑by‑step instructions to deploy the FRPS server and FRPC client with Docker, configure ports, view logs, access the dashboard, expose local services, and troubleshoot common issues.
This article examines the emerging “shift down” software delivery approach, explains the limitations of traditional shift‑left and shift‑right testing, and shows how integrating both through platform engineering can improve efficiency, security, and agility in modern cloud‑native environments.
This article describes how Huya built a unified metadata platform to break data silos across its SRE systems, enabling standardized data ingestion, correlation, and analysis that improve resource governance, root‑cause diagnosis, and overall cost‑efficiency for large‑scale live streaming services.
Everbright Securities’ Sunshine E‑Office project passed the CAICT DevOps Continuous Delivery Level‑3 assessment, showcasing how standardized DevOps practices and tool empowerment can dramatically improve development efficiency, quality, and security, while driving digital transformation across the financial sector.
Anson from Tencent Cloud describes how the 微搭 low‑code platform uses a hybrid‑cloud architecture that separates public‑cloud design from private‑cloud deployment, employing a split‑able micro‑service design that can be merged into a single pod, cutting resource usage by up to 90 % and eliminating version‑related O&M issues.
This article explains Docker and Kubernetes fundamentals, compares their architectures, highlights Docker's achievements, traces the evolution of container technology, and clarifies why Kubernetes is essential while addressing common misconceptions about Docker’s role in modern cloud‑native environments.
At the 2023 vivo Developer Conference, eight internet‑technology experts presented their latest practices, showcasing a microservice platform serving over 500 million users with tens of thousands of services, a dual‑active stream‑batch big‑data architecture, a mixed‑deployment container scheduler, the low‑code Wukong system, and advanced short‑video optimizations that cut latency and playback costs.
This article reviews the most popular Docker security tools, explains their key features, and shows how they help organizations automatically scan images, detect vulnerabilities, enforce policies, and improve container runtime protection across development and production environments.
This article introduces Jianmu, an open‑source, highly extensible no‑code/low‑code CI/CD platform for DevOps, explains its purpose, provides online demo credentials, lists system requirements, and gives step‑by‑step deployment instructions using Docker‑Compose or Kubernetes along with a sample project setup.
At the 2023 GOPS Global Operations Conference in Shanghai, China Information Communication Research Institute announced that CICC Wealth's unified access and authentication project passed the DevOps Technical Operations Level‑2 assessment, showcasing how standardized DevOps practices and tool empowerment can dramatically improve quality, efficiency, and market competitiveness in the financial sector.
Beijing Mobile’s Order Center project passed the CAICT’s Level‑3 System Reliability and Continuity Engineering assessment, showcasing how SRE practices, cultural shifts, and tool automation boosted system stability, reduced incidents by 77%, cut recovery time by 54%, and set a benchmark for large‑scale IT operations in China’s telecom sector.
This article outlines essential microservice best practices—including the single‑responsibility principle, clear team responsibilities, appropriate tooling, asynchronous communication, DevSecOps security, independent data stores, isolated deployments, orchestration, and effective monitoring—to help developers design scalable, maintainable, and high‑performance backend systems.
This article presents a comprehensive, step‑by‑step roadmap for backend engineers, covering everything from basic Go language concepts, data structures, and OS fundamentals to advanced microservice design, high‑performance networking, scalability, reliability, security, DevOps practices, team and product management, and real‑world project execution.
The article traces the evolution of software delivery from early lean and continuous‑integration tools through the rise of DevOps, cloud, SaaS, and container orchestration, highlighting how growing scale and complexity gave birth to platform engineering and a shift‑left mindset for developers and ops teams.
The 21st GOPS Global Operations Conference in Shanghai unveiled the latest DevOps capability maturity assessment results from major Chinese banks, highlighting pioneering evaluations, detailed improvements across configuration, monitoring, and user experience, and introducing the comprehensive DevOps maturity model that guides digital transformation.
The article describes how Ant Group’s consumer credit technology platform leverages AI and cloud‑native architectures to achieve ultra‑fast operations, precise fund verification, large‑scale simulation, and seamless migration for dozens of financial institutions, addressing the massive technical challenges of internet‑scale credit services.
The article details CICC's successful completion of multiple DevSecOps assessments, shares interview insights from senior IT leaders on cultural, process, and technical implementations, and provides an overview of the DevOps capability maturity model and industry participation statistics, illustrating how standardized DevOps practices boost security and efficiency.
This article details Guangda Securities' successful DevOps assessment at the 2023 GOPS Global Operations Conference, describing how adopting standardized DevOps practices and a continuous delivery pipeline elevated their development efficiency, quality, and competitiveness in the financial technology sector.
Dongguan Securities' "Zhangzhengbao" service platform passed the China Academy of Information and Communications Technology's DevOps Continuous Delivery Level 3 assessment, demonstrating how standardized processes, automation, and metric‑driven improvements can boost efficiency, reduce costs, and enhance competitiveness in the financial sector.
At the 2023 GOPS Global Operations Conference, China Merchants Securities showcased its successful DevOps assessments—earning multiple Level 3 ratings in agile development and continuous delivery—demonstrating how standardized processes, tool empowerment, and a unified digital management system can accelerate digital transformation and boost market competitiveness.
An extensive backend development roadmap, distilled from a decade of experience at a leading tech firm, guides engineers through foundational Go concepts, system design, microservices, performance optimization, DevOps, security, and leadership skills, offering a structured path from junior to expert level.
This guide covers a wide range of Docker problems—from migrating storage directories and handling disk space shortages to fixing network connectivity, container removal errors, and configuration issues—providing step‑by‑step commands, code snippets, and best‑practice solutions for reliable container management.
The article details how Shenwan Hongyuan Securities achieved a Level‑3 Continuous Testing assessment in the national DevOps maturity model, showcasing the company’s DevOps transformation, challenges overcome, and the broader significance of continuous testing for software quality and operational excellence in the financial sector.
In a detailed Q&A, Zhengzhou Yisheng Information Technology shares how its two exchange‑focused platforms achieved the DevOps Continuous Delivery Level‑3 assessment, highlighting process improvements, metric gains, architectural choices, challenges overcome, and future plans for broader digital transformation.
At the 2023 GOPS Global Operations Conference, China International Capital Corp’s IT team detailed how they passed the Continuous Testing (CT) Level‑3 assessment, sharing insights on building a comprehensive testing framework, improving quality culture, and the strategic impact on their financial services development.
This article explores Docker's practical usage, the problems it addresses for developers and operations, its future development, Docker Hub services, technical limitations, and detailed security considerations for both the Docker environment and container deployments, including Hyper-V host setup.
The article details Beijing Mobile's successful System Reliability Engineering (SRE) assessment at the 2023 GOPS Global Operations Conference, highlighting the company's SRE transformation, the benefits achieved, challenges faced, and future plans for scaling reliable IT operations across the enterprise.
Inner Mongolia Mobile’s Unified 4A System passed the CAICT DevSecOps Level‑2 security assessment, showcasing how standardized DevOps practices, cultural shifts, process improvements, and automation tools can elevate an enterprise’s security maturity and drive digital transformation.
China Agricultural Bank’s data platform and user behavior analytics projects passed the Level 3 Agile Development Management assessment at the 2023 GOPS conference, showcasing how agile practices, DevOps maturity, and cross‑functional collaboration drive digital transformation and high‑quality delivery in banking.
The 21st GOPS Global Operations Conference in Shanghai unveiled the latest DevOps capability maturity assessment results, highlighting first‑time evaluations across exchanges, securities and fund companies, detailed improvements in delivery speed, test coverage and automation, and introducing the comprehensive DevOps standards now adopted industry‑wide.
The 21st GOPS Global Operations Conference in Shanghai unveiled the latest DevOps capability maturity assessment results, highlighting how major Chinese banks and financial institutions have adopted DevOps standards to improve technology operations, agile development, security, and system tooling across multiple projects.
This guide presents essential kubectl commands for creating and managing Deployments, Pods, Services, and Ingresses, checking cluster and node status, running container applications, updating images and resource limits, and handling log collection and monitoring in a Kubernetes environment.
This article explains how Docker integrates with DevOps practices to enhance automation, streamline continuous integration and deployment, enable comprehensive container, application, and infrastructure monitoring, and centralize log collection and analysis, providing practical code examples for building, testing, deploying, and managing services efficiently.
This guide walks you through preparing a Kubernetes cluster, creating deployment manifests, configuring Grafana and Prometheus, and verifying the monitoring setup, including code snippets and step‑by‑step commands for a seamless installation on a lightweight cloud server.
This article details CICC Wealth's successful DevOps technical‑operation assessment, describing the unified access and authentication project, its multi‑active architecture, the interview insights from senior IT leaders, and the broader impact of DevOps standards on financial‑technology operations.
At the 2023 GOPS Global Operations Conference, China International Capital Corporation (CICC) showcased its successful DevSecOps Level‑2 assessments for two major projects, revealing detailed cultural, process, and technical practices that elevated its security posture and set a benchmark for the industry.
CICC’s comprehensive risk management platform passed the Level‑3 Continuous Testing assessment at the 2023 GOPS Global Operations Conference, showcasing how a mature DevOps testing framework can elevate software quality, accelerate delivery, and strengthen risk control in the financial sector.
Dongguan Securities’ ‘Zhangzhengbao Service Platform’ passed the China Information and Communication Research Institute’s DevOps Capability Maturity Model Level‑3 Continuous Delivery assessment, showcasing how standardized DevOps practices, automated pipelines, and micro‑service architecture dramatically improved development efficiency, code quality, and operational agility, positioning the firm as a domestic leader in financial technology.
China Agricultural Bank’s two flagship projects—Distributed Core Open System Control and Online Payment Platform—successfully passed the CAICT DevOps Technical Operations Level‑2 assessment, showcasing advanced domestic maturity, detailed implementation practices, and the broader impact of standardized DevOps on banking digital transformation.
Zhejiang Rural Commercial Bank’s two flagship projects passed the Level‑3 Continuous Delivery assessment, showcasing how standardized DevOps practices, tool empowerment, and agile transformation can dramatically improve software quality, delivery speed, and overall competitiveness in the banking sector.
Shenwan Hongyuan Securities secured Level 3 in the China Information and Communication Research Institute's Continuous Testing (CT) assessment, showcasing leading DevOps capabilities, detailing their business‑mid‑platform project, sharing interview insights, and presenting industry‑wide DevOps maturity data and standards.
This article details Zhengzhou Commodity Exchange’s technology company's successful DevOps continuous‑delivery Level 3 assessment, sharing interview insights, performance metrics, implementation challenges, and future plans that illustrate how standardized, automated DevOps practices boost delivery speed, quality, and digital transformation.
This tutorial walks through creating an Ansible role that structures directories, defines configuration templates, sets variables, writes task files, and runs a playbook to install MySQL 8.0.32 on a Linux host, illustrating a complete automation workflow for database deployment.
The article explains why both engineers and leaders must participate in code reviews, outlines common pitfalls such as duplicated or overly complex code, and provides concrete best‑practice guidelines—including file and function size limits, early returns, and clear logging—to improve code quality and team collaboration.
To upgrade an Istio service mesh without overloading the cluster or causing downtime, the author recommends using Kubernetes’s built‑in kubectl rollout restart for each deployment—scaling replicas up then deleting old pods or simply invoking the command in a scripted loop—to safely perform a rolling restart of all sidecar‑proxied pods.
A full‑stack test engineer should combine solid testing fundamentals with programming, web and backend development, database, OS/network knowledge, automation tools, DevOps practices, agile collaboration, and continuous learning to effectively design, execute, and improve comprehensive software tests.
This tutorial walks you through configuring Docker on Windows to use a domestic registry mirror, detailing prerequisites, step‑by‑step settings adjustments, and code snippets, so you can overcome slow download speeds and connection issues common in China.
This article outlines practical strategies for enhancing code quality and development efficiency, addressing challenges such as time pressure, frequent requirement changes, lack of self‑motivation, poor team communication, technical debt, insufficient automation, and feedback mechanisms, and includes a real‑world case study and certification promotion.
This article explains Docker's core concepts—images, containers, and repositories—highlights its six key advantages over virtual machines, provides essential command‑line examples, and discusses common Java‑related pitfalls and solutions when running Java applications inside Docker containers.
The article examines how rising code volume and AI‑generated snippets challenge traditional code review, proposes an LLM‑assisted workflow using AutoDev and DevOpsGenius, details prompt design, commit filtering, and implementation steps, and discusses the benefits and limitations for different team roles.
This tutorial walks through creating the directory structure, defining variables, writing task files, and executing an Ansible playbook to automate the installation, compilation, configuration, and startup of Redis on target hosts.
This article explains why YAML is ideal for managing API test framework configurations, outlines its syntax and structure, and provides concrete examples for global settings, environment-specific parameters, endpoint definitions, best‑practice guidelines, and Python parsing with PyYAML, helping teams build maintainable and scalable test suites.
This article provides a detailed overview of the most widely used DevOps tools across categories such as version control, CI/CD, container orchestration, configuration management, infrastructure as code, monitoring, collaboration, artifact repositories, testing, security, deployment automation, serverless, and database management, helping practitioners choose the right solutions for their pipelines.
The article examines how the rapid adoption of Kubernetes accelerates development but also introduces hidden conflicts between platform and application teams, challenges standardization, and forces a rethink of monitoring, observability, and collaborative DevOps practices.
The article examines how rapid Kubernetes adoption accelerates development velocity but also introduces hidden frictions such as standardization limits, DevOps disruption, monitoring difficulties, and team isolation, emphasizing the need for collaborative platform engineering and contextual observability.
The article explains how Kargo, an open‑source, GitOps‑based platform built on Argo CD experience, addresses the complexities of multi‑stage CI/CD pipelines in Kubernetes by providing declarative stage definitions, promotion workflows, and advanced delivery features such as canary releases and A/B testing.
The 2023 Linux Foundation Tech Talent Report reveals that employers prioritize cloud, container, security, AI/ML skills, emphasize continuous learning and certifications, and highlight emerging priorities such as AR/VR, blockchain, CI/CD, DevOps, and Kubernetes for staying competitive in the evolving tech market.
This article explains what Kubernetes (K8s) is, its core features such as portability, scalability and automation, explores enterprise use cases, resource estimation, service migration, deployment evolution, cloud‑native concepts, and details the master‑node architecture and components that enable efficient container orchestration.
This article shares KuJiaLe's experience tackling stability challenges caused by rapid user growth and system complexity, detailing their organizational, process, cultural, and technical approaches—including goal setting, a stability committee, monitoring, incident response, change control, and regular drills—to achieve measurable improvements in reliability and performance.
This guide explains how to replace the traditional manual jar deployment with an automated Jenkins pipeline using Docker Compose, covering Jenkins installation, container setup, unlocking the admin password, plugin configuration, global tool settings, and build‑release procedures.
This article details the Bank of China's DevOps transformation, describing the challenges of disparate codebases, the adoption of a feature‑branch strategy, a seven‑step quality‑built workflow, toolchain enhancements, and measurable improvements in defect detection, delivery speed, and overall software quality.
This guide explains how to claim Alibaba Cloud's free ECS credits, use them to spin up multiple machines for hands‑on Redis cluster experiments, and outlines a step‑by‑step learning path from basic Nginx setups to advanced high‑availability and multi‑service architectures.
The article outlines the importance of independent, code‑aware testing, describes the test automation pyramid and its focus on API tests, explains how automated testing, continuous integration, and deployment enable continuous delivery, and lists the essential skills and mindset for test developers.
The 2023 China International Service Trade Fair’s Enterprise Digital Transformation Forum highlighted ICBC Fund’s award‑winning DevOps‑based trading management platform, showcasing how a high‑cohesion, low‑coupling architecture and dual mid‑platform foundation enable online operations, risk compliance, and industry‑first DevOps certification.
Sonatype’s 2023 software supply chain report shows a 29% average year‑over‑year growth in open‑source projects across major ecosystems, a sharp slowdown in download growth, a doubling of malicious packages, and a rapid rise in AI/ML tool adoption among DevOps and SecOps teams.
The US Air Force’s U‑2 reconnaissance aircraft has adopted a Jenkins‑driven CI/CD pipeline orchestrated by Kubernetes, enabling automated builds, repeatable deployments, rapid threat response, enhanced security, and resource savings, with a detailed step‑by‑step case study illustrating code management, pipeline configuration, container deployment, testing, and RBAC controls.
The author announces the completion of a Chinese translation of the Packer Handbook, providing a free online link and explaining how Packer creates portable machine images across multiple platforms, highlighting its speed, cross‑cloud capabilities, stability, and testability benefits.
The 2023 China International Service Trade Fair’s Enterprise Digital Transformation Forum showcased FAW‑Volkswagen’s self‑developed DevOps platform, detailing its vision, goals, architecture, key modules, and operational impact on accelerating software development and supporting high‑quality digital transformation across the company.
This guide explains how to generate, add, and test distinct SSH keys for GitHub and GitLab, configure a SSH config file to use the appropriate key for each host, and includes all necessary commands and screenshots for a smooth setup.
Tencent Cloud’s Cloud Studio team migrated its fragmented monorepo workflow to a self‑hosted, Kubernetes‑based cloud development environment, unifying code in a trunk‑based repository, delivering pre‑warmed IDE images, fast Git and startup performance, robust security, and laying groundwork for containerized debugging, vGPU AI training, and seamless cloud‑native development.
DevOps testing integrates continuous, automated testing throughout the software development lifecycle, shifting left from traditional isolated testing, emphasizing automation, appropriate tool selection, metric tracking, documentation, and dedicated test automation engineers to ensure high‑quality, rapid software delivery.
This article explains how to securely expose a MySQL server behind an Nginx stream proxy, covering required modules, configuration directives, IP‑based access control, and complete example setups for both single‑instance and clustered environments.
This article introduces Ansible as an open‑source automation tool, explains its core architecture and workflow, and provides detailed usage of its seven primary commands with examples, helping readers quickly grasp how to configure, deploy, and manage systems efficiently.
This guide walks through installing Jenkins on a Kubernetes cluster using manual YAML manifests, configuring persistent storage, service accounts, ingress, and then demonstrates both static and dynamic Jenkins agents, including pipeline setup, plugin installation, and CI/CD workflow execution.
This article traces the evolution of software testing from manual QA to developer‑driven automation, explains what unit testing is, presents the testing pyramid, outlines its many benefits, and warns against common anti‑patterns and misconceptions to help teams adopt effective unit testing.
This article explores the four pillars of technical operations—Dao (philosophy), Fa (methodology), Shu (techniques), and Qi (tools)—detailing concepts from business continuity to SRE, FinOps, GitOps, CMDB design, and the underlying logic of modern ops platforms.
The presentation details Hello’s end‑to‑end R&D efficiency platform, covering its digital resource‑strategy system, custom iteration model, integrated MRD/PRD workflow, metric dashboards, and concrete savings of up to 400 man‑days in project management and 1,400 man‑days in development operations.
This article provides a comprehensive guide to Jenkins pipelines, explaining the differences between declarative and scripted syntax, detailing pipeline components such as agents, stages, steps, directives, post actions, and showing numerous practical code examples for building robust CI/CD workflows.
Platform engineering builds self‑service, reusable platforms that standardize and automate the software delivery lifecycle, reducing cost and cognitive load, as illustrated by Backstage and adidas, while the YiTian IDP roadmap adds a unified service catalog, documentation, API, search, community tools, and AI‑driven assistants to boost developer productivity and ROI.
This guide explains how to set up and manage OWNERS files in a Git repository to define file owners, enable OWNERS‑based code review, configure review rules, add or remove reviewers, and handle approval or rejection of changes, with practical examples and code snippets.
This article explains how containers work, outlines the challenges of detecting and fixing vulnerabilities throughout the software lifecycle, and presents practical strategies—including CI/CD pipeline, registry, runtime, and host scanning—plus key principles for building a robust container security program.
This article traces the evolution from Software Engineering 1.0 to 2.0 and now 3.0, showing how AI breakthroughs such as GPT‑4 reshape requirements gathering, design, coding, testing and collaboration, and outlining the new model‑driven development paradigm that will dominate future software projects.
This guide walks you through Docker fundamentals, comparing virtual machines and containers, explains core Docker concepts, shows how to install Docker, create a Dockerfile for a Vue app, build and run the image with Nginx, and shares best‑practice tips for publishing and optimizing containers.
This comprehensive Kubernetes course covers core concepts, architecture, Kubeadm deployment, cluster management, containerized application deployment, CI/CD integration, advanced features like auto-scaling and Ingress, and provides extensive module listings, resources, and recommended readings for cloud‑native practitioners.
This article examines the motivations, benefits, and existing solutions for Kubernetes multi‑cluster management, then details Vivo's non‑federated and federated approaches, application‑centric continuous delivery, elastic scaling, unified scheduling, gray‑release strategies, and summarizes the current state and challenges.
The article details Bilibili’s comprehensive alert‑management platform—its background, cloud‑vs‑self‑built solution comparison, closed‑loop design, distributed architecture, rule configuration, noise‑reduction, automated root‑cause analysis, and governance practices that cut weekly alerts from 1,000 to under 80, while outlining future enhancements.
This article examines how infrastructure management has shifted toward treating infrastructure as code, the growing responsibilities of developers in deploying and maintaining cloud‑native platforms such as Kubernetes, the challenges they face, and the supporting role of platform/DevOps teams and tools like Terraform and ArgoCD.
This article examines the challenges of test data generation in fast‑moving software projects and presents a self‑developed Test Data Management solution that balances efficiency, usability, security, quality, generality, and cost through adaptive concurrency control, masking policies, and a multi‑master architecture.
The article explains why technical documentation is often neglected, introduces a document‑quadrant framework to organize content, compares structured and graph‑based approaches, and evaluates tools like Sphinx, Docusaurus, Google Docs, Confluence, and Logseq for creating maintainable, high‑quality documentation.
The author shares a year‑long transition from iOS to backend development, outlines a generic software development workflow, compares frontend and backend focus, and offers practical advice, learning resources, and mindset shifts for aspiring full‑stack engineers.
This article explains how Python can automate key operations tasks—remote command execution, log parsing, system monitoring with alerts, batch software deployment, and backup/restore—providing code examples and highlighting additional uses such as testing, data analysis, and machine learning.
New Oriental’s recent DevOps transformation details how the company tackled siloed platforms, built a unified service‑tree‑driven infrastructure, created a real‑time data processing platform, and implemented comprehensive security measures—including red‑blue exercises, penetration testing, sensitive data monitoring, and CA/KMS—to boost efficiency and reduce costs.
