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Youzan Coder
Youzan Coder
Apr 25, 2025 · Artificial Intelligence

AI-Powered Code Review System: Design, Implementation, and Lessons Learned

The team built a low‑cost AI‑powered code‑review assistant that injects line‑level comments into GitLab merge requests, using LLMs via Feishu, iterating quickly through MVP and optimization phases, achieving 64 integrations, 150+ daily comments, feedback‑driven prompt refinement, and demonstrating high ROI for small‑to‑medium teams while outlining future IDE and rule‑based extensions.

AIAutomationCode Review
0 likes · 17 min read
AI-Powered Code Review System: Design, Implementation, and Lessons Learned
DevOps Cloud Academy
DevOps Cloud Academy
Mar 27, 2025 · Operations

Using Jenkins Pipeline to Read YAML Configuration for Flexible CI/CD

This article explains how to create a YAML configuration for CI/CD, store it in a GitLab repository, set up GitLab webhooks and the Jenkins Generic Webhook Trigger plugin, and configure a Jenkins Pipeline to read the YAML and execute conditional build, test, and SonarQube stages.

DevOpsGitLabJenkins
0 likes · 10 min read
Using Jenkins Pipeline to Read YAML Configuration for Flexible CI/CD
DevOps Cloud Academy
DevOps Cloud Academy
Mar 20, 2025 · Operations

Key Tools and Practices in DevOps Engineering: Jira, GitLab, Jenkins, Build Tools, Unit Testing, and SonarQube

This article provides a comprehensive overview of essential DevOps engineering tools and practices—including Jira release management, GitLab Gitflow workflow, Jenkins CI/CD pipelines, Maven/Gradle/MSBuild build tools, unit testing frameworks, and SonarQube quality analysis—illustrated with enterprise‑level case studies to demonstrate their real‑world impact.

Build ToolsDevOpsGitLab
0 likes · 15 min read
Key Tools and Practices in DevOps Engineering: Jira, GitLab, Jenkins, Build Tools, Unit Testing, and SonarQube
Linux Ops Smart Journey
Linux Ops Smart Journey
Jan 19, 2025 · Cloud Native

How to Integrate GitLab with External MinIO and CertManager for Secure Cloud‑Native Storage

This guide walks you through configuring GitLab to use an external MinIO object store and CertManager for TLS certificates, covering credential setup, bucket creation, Helm chart adjustments, secret management, and verification steps to achieve a secure, efficient cloud‑native deployment.

GitLabMinIOcertmanager
0 likes · 9 min read
How to Integrate GitLab with External MinIO and CertManager for Secure Cloud‑Native Storage
Top Architecture Tech Stack
Top Architecture Tech Stack
Dec 26, 2024 · Operations

GitLab Discontinues Service for China Mainland, Macau, and Hong Kong and Advises Migration to JiHu

GitLab announced that it will cease providing GitLab.com accounts to users in mainland China, Macau and Hong Kong, offering a 60‑day migration window to the locally‑operated JiHu platform and prompting widespread discussion about data integrity, compliance, and the future of open‑source development in the region.

DevOpsGitLabMigration
0 likes · 7 min read
GitLab Discontinues Service for China Mainland, Macau, and Hong Kong and Advises Migration to JiHu
Linux Ops Smart Journey
Linux Ops Smart Journey
Dec 16, 2024 · Cloud Native

How to Enable GitLab Metrics and Visualize Them with Prometheus & Grafana

This guide explains how to activate GitLab's metrics endpoint, configure Prometheus to scrape GitLab data, verify collection, and import ready-made Grafana dashboards to monitor CI/CD pipelines, providing step‑by‑step commands and screenshots for a complete monitoring solution.

GitLabGrafanaKubernetes
0 likes · 6 min read
How to Enable GitLab Metrics and Visualize Them with Prometheus & Grafana
Linux Ops Smart Journey
Linux Ops Smart Journey
Dec 10, 2024 · Cloud Native

Deploy GitLab on Kubernetes in One Click with Helm

This guide shows how to quickly set up a full GitLab instance on a Kubernetes cluster using Helm charts, covering prerequisite checks, configuration file creation, secret management, and verification steps to streamline CI/CD and team collaboration.

DeploymentDevOpsGitLab
0 likes · 8 min read
Deploy GitLab on Kubernetes in One Click with Helm
DevOps Operations Practice
DevOps Operations Practice
Oct 29, 2024 · Fundamentals

Git, GitLab, and GitHub: Features, Differences, and Use Cases

This article provides a comprehensive overview of Git, GitLab, and GitHub, explaining their core functionalities, typical scenarios, and key distinctions to help developers and DevOps engineers choose the right version‑control solution for their projects.

DevOpsGitGitHub
0 likes · 7 min read
Git, GitLab, and GitHub: Features, Differences, and Use Cases
37 Interactive Technology Team
37 Interactive Technology Team
Aug 19, 2024 · Artificial Intelligence

Nova: An AI‑Powered Code Review System Integrated with CI/CD Pipelines

Nova is an AI-powered code review system integrated with GitLab CI and SonarQube, offering full-project context, multi-language support, extensibility for models and search methods, easy Docker deployment, safety filters, and aims to improve review precision and provide customizable audit prompts.

AI code reviewContext RetrievalDeployment
0 likes · 3 min read
Nova: An AI‑Powered Code Review System Integrated with CI/CD Pipelines
Architect
Architect
Jun 29, 2024 · Frontend Development

One‑Click Frontend Deployment with Jenkins: From GitLab to Server

This article explains how to use Jenkins to automatically pull a front‑end Angular project from a GitLab repository, install the required Node.js and npm versions, build the static files, compress them, and deploy the resulting package to a Linux server with backup and verification steps.

AutomationFrontend DeploymentGitLab
0 likes · 10 min read
One‑Click Frontend Deployment with Jenkins: From GitLab to Server
vivo Internet Technology
vivo Internet Technology
Jun 26, 2024 · R&D Management

Vivo Engineering Efficiency Team: VCR Platform Development and Code Review Plugin Implementation

The article describes Vivo's Engineering Efficiency team's VCR platform, built on GitLab and Gerrit, detailing the design and implementation of code‑review plugins, challenges faced, architectural integration, customization techniques, and future directions toward automated and AI‑enhanced code review.

Code ReviewEngineering EfficiencyGerrit
0 likes · 15 min read
Vivo Engineering Efficiency Team: VCR Platform Development and Code Review Plugin Implementation
Aikesheng Open Source Community
Aikesheng Open Source Community
Jan 25, 2024 · Operations

Integrating SQLE into a DevOps CI/CD Pipeline for Automated SQL Auditing

This article explains how to incorporate the SQLE SQL auditing tool into a DevOps workflow using GitLab, GitLab‑Runner, and Docker, detailing environment setup, CI/CD configuration, and automated scanning to ensure compliance and reduce production risks.

AutomationDevOpsGitLab
0 likes · 8 min read
Integrating SQLE into a DevOps CI/CD Pipeline for Automated SQL Auditing
DeWu Technology
DeWu Technology
Dec 6, 2023 · Frontend Development

Permission Design for Front-end Monorepo in Large-Scale Development

The article presents a practical permission‑management strategy for a large‑scale front‑end monorepo that merges Git‑hook validation with GitLab’s protected branches and role‑based access, defines a clear directory hierarchy, outlines workflow controls, and explores extensions such as fine‑grained ACLs and file‑access logging to prevent unauthorized file changes.

Access ControlCode ReviewGitLab
0 likes · 17 min read
Permission Design for Front-end Monorepo in Large-Scale Development
DevOps Cloud Academy
DevOps Cloud Academy
Dec 4, 2023 · Operations

Why Migrate to Another Git Platform and How to Import Projects to GitLab.com

The article explains the recent SaaS policy change that limits free GitLab usage to 90 days, outlines the steps to export personal access tokens and import projects from JihuLab.com to GitLab.com, and confirms that the migrated repositories retain full history and issue data.

DevOpsGitLabMigration
0 likes · 5 min read
Why Migrate to Another Git Platform and How to Import Projects to GitLab.com
DevOps
DevOps
Oct 24, 2023 · Operations

Continuous Integration Practices and Implementation for Traditional Enterprises

This article explains the background, challenges, core concepts, automation techniques, toolchain, process improvements, and practical implementation steps of continuous integration (CI) for traditional enterprises, highlighting benefits such as higher software quality, faster feedback, reduced risk, and more efficient team collaboration.

AutomationCI toolsContinuous Integration
0 likes · 15 min read
Continuous Integration Practices and Implementation for Traditional Enterprises
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Oct 3, 2023 · Operations

Configuring Separate SSH Keys for GitHub and GitLab on Windows

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.

ConfigurationDevOpsGit
0 likes · 5 min read
Configuring Separate SSH Keys for GitHub and GitLab on Windows
DevOps Cloud Academy
DevOps Cloud Academy
Sep 24, 2023 · Operations

Migrating Legacy Cron Jobs to Jenkins CI/CD for a Global Cybersecurity Company

To keep ahead of hackers and fraud, a global cybersecurity firm replaced its fragmented cron‑based build, test, and release processes with a unified Jenkins CI/CD pipeline, integrating GitLab, Docker, and monitoring tools, thereby automating deployments, improving visibility, and streamlining DevSecOps across multiple projects.

AutomationDevSecOpsDocker
0 likes · 5 min read
Migrating Legacy Cron Jobs to Jenkins CI/CD for a Global Cybersecurity Company
Cognitive Technology Team
Cognitive Technology Team
Aug 10, 2023 · Operations

How to Use a Go Tool to Clone GitLab Projects via Token

This guide explains how to obtain a GitLab access token, download a Go-based cloning tool, configure its parameters, and run it to automatically fetch all groups and projects from a GitLab instance, with full source code examples for customization.

APIAutomationDevOps
0 likes · 7 min read
How to Use a Go Tool to Clone GitLab Projects via Token
Inke Technology
Inke Technology
Jul 28, 2023 · Operations

How to Build a Lightweight CI/CD Service Automation with DevOps and Docker

This article outlines a comprehensive, lightweight CI/CD automation solution built on DevOps principles, detailing the evolution from traditional deployment to containerized workflows, the design of a multi‑project, plug‑in task system, and practical implementation steps using GitLab CI, Docker, and Go.

AutomationDevOpsDocker
0 likes · 32 min read
How to Build a Lightweight CI/CD Service Automation with DevOps and Docker
Wukong Talks Architecture
Wukong Talks Architecture
Jul 17, 2023 · Operations

Deploying a Local GitLab Instance with Docker Compose on Ubuntu

This guide explains how to set up a self‑hosted GitLab server on an Ubuntu virtual machine using Docker and Docker‑Compose, covering environment preparation, Docker image retrieval, compose file creation, container launch, password reset, and basic GitLab usage such as user registration, project creation, SSH key configuration, and code cloning.

DevOpsDockerDocker Compose
0 likes · 10 min read
Deploying a Local GitLab Instance with Docker Compose on Ubuntu