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3550 articles · Page 13 of 36
Test Development Learning Exchange
Test Development Learning Exchange
Jun 30, 2025 · Backend Development

Master Decorator Factories: Logging, Retry, Permissions & More for API Testing

This article explores how decorator factories can enhance API automation testing by providing reusable solutions for logging, automatic retries, permission checks, performance monitoring, data-driven testing, and environment switching, complete with Python code examples and usage demonstrations.

API-testingBackend DevelopmentDecorator
0 likes · 8 min read
Master Decorator Factories: Logging, Retry, Permissions & More for API Testing
Java Tech Enthusiast
Java Tech Enthusiast
Jun 30, 2025 · Artificial Intelligence

From Hand‑Typed Code to AI‑Powered Tab: The Evolution of Programming

The article traces programming’s journey from manual 0‑and‑1 coding and basic editors, through the copy‑paste era enabled by graphical IDEs and the web, to today’s AI‑driven development where tools like Copilot and Cursor let developers code by prompting, reshaping the craft.

AI coding toolsCode Generationautomation
0 likes · 5 min read
From Hand‑Typed Code to AI‑Powered Tab: The Evolution of Programming
dbaplus Community
dbaplus Community
Jun 26, 2025 · Operations

How AI Can Transform Kubernetes Operations: 10 Smart Use Cases

This article explores ten practical AI‑driven scenarios for Kubernetes operations—including intelligent monitoring, automated scaling, log analysis, fault repair, resource optimization, CI/CD automation, security checks, knowledge‑base assistance, capacity planning, and an ops assistant—detailing methods, tools, and implementation tips.

AI OpsKubernetesautomation
0 likes · 12 min read
How AI Can Transform Kubernetes Operations: 10 Smart Use Cases
Instant Consumer Technology Team
Instant Consumer Technology Team
Jun 19, 2025 · Artificial Intelligence

Exploring II-Agent: An Open‑Source AI Agent Framework for Multi‑Domain Automation

II-Agent is an open‑source, multi‑domain AI agent framework that leverages powerful large language models, a rich toolset, planning‑and‑reflection mechanisms, and advanced context management to enable autonomous task execution, real‑time interaction, and seamless integration across development, data analysis, and enterprise workflows.

AI AgentContext Managementautomation
0 likes · 21 min read
Exploring II-Agent: An Open‑Source AI Agent Framework for Multi‑Domain Automation
Amap Tech
Amap Tech
Jun 17, 2025 · Artificial Intelligence

Building an AI-Powered Testing Ecosystem: From Core Principles to Automation

This article explores how a testing team can abstract core testing capabilities, construct a unified testing ecosystem, and integrate AI at strategic points—from data aggregation and automated analysis to knowledge‑base driven requirement enhancement and fully automated test case generation—ultimately turning quality assurance into a collaborative human‑AI partnership.

AIKnowledge Graphautomation
0 likes · 37 min read
Building an AI-Powered Testing Ecosystem: From Core Principles to Automation
Java Web Project
Java Web Project
Jun 16, 2025 · Operations

Why Multipass Is the Fastest Way to Spin Up Ubuntu VMs on Any Platform

This article introduces Multipass, a lightweight free‑open‑source VM manager from Canonical, walks through its installation on Windows, demonstrates how to list, launch, inspect, enter, pause, restart, delete and automate Ubuntu instances using concrete command‑line examples and configuration files.

CLIDevOpsMultipass
0 likes · 7 min read
Why Multipass Is the Fastest Way to Spin Up Ubuntu VMs on Any Platform
Raymond Ops
Raymond Ops
Jun 12, 2025 · Information Security

Build an Automated Security Code Scanning Platform with SonarQube, Jenkins, and SVN

This guide walks you through setting up a fully automated security code detection platform—covering environment preparation, installing JDK, MySQL, SVN, Maven, Tomcat, SonarQube, and Jenkins, configuring each component, integrating them via Jenkins pipelines, and running sample scans to generate actionable security reports.

JenkinsSonarQubeautomation
0 likes · 20 min read
Build an Automated Security Code Scanning Platform with SonarQube, Jenkins, and SVN
Python Programming Learning Circle
Python Programming Learning Circle
Jun 12, 2025 · Fundamentals

Essential Python Libraries Every Developer Should Master

This guide introduces the most popular Python libraries across web development, GUI creation, data analysis, machine learning, and automation, explaining their purposes, advantages, selection criteria, and providing concise code examples to help developers quickly adopt the right tools for their projects.

Data AnalysisGUILibraries
0 likes · 16 min read
Essential Python Libraries Every Developer Should Master
Efficient Ops
Efficient Ops
Jun 11, 2025 · Operations

Master cURL: Essential Commands for DevOps, Monitoring, and Automation

This guide presents essential cURL commands for service health checks, API testing, file transfer, debugging, Kubernetes interactions, monitoring, load balancing, and webhook triggering, demonstrating how the versatile tool can streamline automation, CI/CD pipelines, and daily DevOps tasks.

API-testingDevOpsKubernetes
0 likes · 5 min read
Master cURL: Essential Commands for DevOps, Monitoring, and Automation
Data Thinking Notes
Data Thinking Notes
Jun 11, 2025 · Artificial Intelligence

How RAG‑Powered AI Boosted Government Data Labeling Efficiency by 5×

This case study details how a government‑focused AI system using retrieval‑augmented generation (RAG) and advanced preprocessing algorithms increased data labeling speed by up to five times, raised accuracy above 95%, and produced high‑quality enterprise, spatial, and economic datasets.

AIRAGautomation
0 likes · 5 min read
How RAG‑Powered AI Boosted Government Data Labeling Efficiency by 5×
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Jun 10, 2025 · Fundamentals

Why Most Miss the Core of Software Engineering: A First‑Principles Exploration

The article argues that software engineering is fundamentally a discipline for managing complexity, entropy, and information flow, and that understanding its first‑principles—trade‑offs, abstraction, process, feedback, and automation—is essential to avoid ritualistic practices and deliver sustainable value.

Complexityabstractionautomation
0 likes · 10 min read
Why Most Miss the Core of Software Engineering: A First‑Principles Exploration
DevOps
DevOps
Jun 8, 2025 · Frontend Development

Boost UI Consistency: Master Storybook Visual Testing with Percy

This article explains why visual consistency is crucial for UI components, introduces Storybook visual testing, outlines its advantages, and provides a step‑by‑step Percy integration tutorial—including setup, commands, CI/CD integration, best practices, and measurable benefits for frontend teams.

CI/CDPercyStorybook
0 likes · 6 min read
Boost UI Consistency: Master Storybook Visual Testing with Percy
DataFunSummit
DataFunSummit
Jun 6, 2025 · Big Data

How Unicom Digital’s Integrated Data Platform Revolutionizes Metadata Management

This article details Unicom Digital’s metadata management practice on its integrated data platform, covering the strategic background of data, key challenges, award-winning capabilities, three-pronged solutions—automation, linking+, and AI—along with practical implementations, full‑chain lineage, data responsibility, lifecycle management, and future AI‑driven enhancements.

AIautomationbig data
0 likes · 18 min read
How Unicom Digital’s Integrated Data Platform Revolutionizes Metadata Management
FunTester
FunTester
Jun 5, 2025 · Cloud Native

Automating Thread Dump Generation and Retrieval in Kubernetes for Efficient Fault Diagnosis

The article explains how automating thread dump creation and download in Kubernetes using tools like Fabric8, Prometheus, and CI/CD pipelines dramatically improves fault‑diagnosis speed, data centralization, real‑time capture, and integration with testing frameworks, transforming manual, error‑prone processes into streamlined, intelligent operations.

CI/CDKubernetesThread Dump
0 likes · 6 min read
Automating Thread Dump Generation and Retrieval in Kubernetes for Efficient Fault Diagnosis
Liangxu Linux
Liangxu Linux
Jun 4, 2025 · Operations

10 Essential Linux Tools Every Ops Engineer Should Master

This guide introduces ten indispensable Linux tools for operations engineers, focusing on Shell scripting, Git, and Ansible, and provides detailed functions, typical scenarios, advantages, and concrete code examples to boost automation efficiency and reduce system‑downtime.

Gitansibleautomation
0 likes · 5 min read
10 Essential Linux Tools Every Ops Engineer Should Master
Efficient Ops
Efficient Ops
Jun 4, 2025 · Operations

Streamline Nginx Management with Nginx UI: Features, Installation & AI Agent Integration

This article introduces Nginx UI, a graphical tool that simplifies Nginx configuration and monitoring, outlines its core features—including AI Agent support—provides pre‑installation notes, and offers step‑by‑step installation guides for Systemd, Docker, and quick‑install scripts, concluding with its operational benefits.

DockerNginxOperations
0 likes · 5 min read
Streamline Nginx Management with Nginx UI: Features, Installation & AI Agent Integration
IT Xianyu
IT Xianyu
Jun 4, 2025 · Databases

Comprehensive Guide to Automated MySQL Backup and Restore with Docker

This article provides a step‑by‑step tutorial for DBAs to design a reliable MySQL backup strategy, write a Bash automation script, schedule it with cron, and perform restoration drills using Docker containers, while covering directory planning, command checks, cleanup, and common troubleshooting.

CronDockerMySQL
0 likes · 17 min read
Comprehensive Guide to Automated MySQL Backup and Restore with Docker
Liangxu Linux
Liangxu Linux
Jun 2, 2025 · Operations

10 Must‑Know Ops Tools to Transform Reactive Firefighting into Proactive Management

This guide presents ten essential operations tools—including Zabbix, Prometheus, MySQL, Redis, Ansible, Jenkins, Docker, Kubernetes, LVS, and Kafka—covering monitoring, databases, automation, containerization, and load balancing, to help engineers shift from reactive firefighting to proactive, efficient system management.

automationcontainersdatabases
0 likes · 4 min read
10 Must‑Know Ops Tools to Transform Reactive Firefighting into Proactive Management
JavaEdge
JavaEdge
May 30, 2025 · Artificial Intelligence

How to Build a Deep Research Workflow in Dify Using AI Agents

This guide explains how to construct a deep research workflow in Dify that leverages AI agents, loop variables, and structured outputs to automatically explore complex topics, gather sources, and synthesize comprehensive reports with proper citations.

AI workflowAgentDeep Research
0 likes · 9 min read
How to Build a Deep Research Workflow in Dify Using AI Agents
MaGe Linux Operations
MaGe Linux Operations
May 28, 2025 · Operations

Master Shell Scripting: From Basics to Advanced Tricks

This comprehensive guide walks you through the fundamentals of shell and shell scripting, covering common shells, script creation, shebang usage, variable handling, environment variables, string manipulation, and practical examples to boost your Linux automation skills.

EnvironmentLinuxScript
0 likes · 19 min read
Master Shell Scripting: From Basics to Advanced Tricks
FunTester
FunTester
May 28, 2025 · Cloud Native

Extending Automated Thread Dumps: Log Collection, Resource Monitoring, Chaos Engineering, Performance Analysis, and Environment Cleanup

The article explores how automated thread dumps can be expanded into multiple testing scenarios—including log collection, resource monitoring, fault injection, performance result analysis, and environment cleanup—by leveraging Kubernetes APIs, Prometheus, Chaos Mesh, and scripting tools to improve efficiency, observability, and system resilience.

KubernetesLog CollectionResource Monitoring
0 likes · 9 min read
Extending Automated Thread Dumps: Log Collection, Resource Monitoring, Chaos Engineering, Performance Analysis, and Environment Cleanup
Efficient Ops
Efficient Ops
May 27, 2025 · Operations

Why IT Operations Lag in Digital Transformation—and How to Turn the Tide

The article examines how digital transformation reshapes IT operations, highlights the shift from manual tasks to automated, cloud‑based services, discusses communication gaps with business units, and proposes concrete strategies—vision setting, collaborative models, skill development, left‑shift practices, and unified standards—to restore operational value.

Cloud ComputingDevOpsDigital Transformation
0 likes · 7 min read
Why IT Operations Lag in Digital Transformation—and How to Turn the Tide
Architecture Digest
Architecture Digest
May 27, 2025 · Operations

Using Multipass to Create and Manage Ubuntu Virtual Machines

This article introduces Multipass, a lightweight cross‑platform virtual machine manager, and provides step‑by‑step instructions for installing it, launching Ubuntu instances, checking status, executing commands, and automating setup with cloud‑init, highlighting its usefulness for rapid development and testing environments.

Cloud‑InitDevOpsMultipass
0 likes · 6 min read
Using Multipass to Create and Manage Ubuntu Virtual Machines
Bilibili Tech
Bilibili Tech
May 27, 2025 · Operations

Automated Server Fault Detection and Repair: Architecture, Methods, and Future Outlook

This article presents a comprehensive overview of server fault management at scale, detailing the classification of failures, shortcomings of traditional manual processes, and the design of an automated detection and repair system that combines in‑band and out‑of‑band data collection, rule‑based alerting, and end‑to‑end repair workflows, while also outlining future directions for intelligent monitoring and reliability.

InfrastructureOperationsautomation
0 likes · 17 min read
Automated Server Fault Detection and Repair: Architecture, Methods, and Future Outlook
IT Xianyu
IT Xianyu
May 27, 2025 · Databases

Automated MySQL Backup Script with Docker and Crontab

This guide explains how to set up an automated MySQL backup solution on AlmaLinux using Docker containers, a Bash script, and crontab, covering environment preparation, script creation, command checks, logging, error handling, and optional enhancements such as email notifications and security best practices.

DockerLinuxMySQL
0 likes · 7 min read
Automated MySQL Backup Script with Docker and Crontab
Efficient Ops
Efficient Ops
May 26, 2025 · Artificial Intelligence

How AI Agents Are Revolutionizing AIOps: Boosting Automation and Efficiency

This article explains how AI agents enhance large‑model capabilities for AIOps, detailing single‑agent use cases like knowledge retrieval, tool guidance, and fault diagnosis, as well as multi‑agent collaborations, required skills, and future prospects for autonomous operations.

AIAIOpsAgent
0 likes · 7 min read
How AI Agents Are Revolutionizing AIOps: Boosting Automation and Efficiency
DeWu Technology
DeWu Technology
May 26, 2025 · Backend Development

Integrating FastAPI with MCP for AI‑Driven Test Data Generation

This article explains how to transform a FastAPI service into an MCP‑compatible tool, enabling AI agents to automatically orchestrate multi‑step test data creation, covering installation, project structure, code annotations, tool configuration, and practical integration with the Cursor platform.

AIBackendFastAPI
0 likes · 19 min read
Integrating FastAPI with MCP for AI‑Driven Test Data Generation
Code Ape Tech Column
Code Ape Tech Column
May 26, 2025 · Backend Development

Automated Management of Common Fields in Order Modules Using MyBatis-Plus, AOP, and JWT

This article presents a production‑validated solution that combines MyBatis‑Plus auto‑fill, AOP, JWT, multi‑data‑source handling, distributed ID generation, performance tuning, and audit logging to eliminate repetitive maintenance of common fields such as createTime, updateTime, createUser, and updateUser in Java backend order services.

AOPBackendJava
0 likes · 9 min read
Automated Management of Common Fields in Order Modules Using MyBatis-Plus, AOP, and JWT
Architecture & Thinking
Architecture & Thinking
May 25, 2025 · Artificial Intelligence

Which AI Workflow Platform Wins? A Deep Dive into n8n, Dify, and Coze

This article compares three leading AI workflow tools—n8n, Dify, and Coze—by examining their origins, technical architectures, core advantages, typical use cases, real‑world case studies, and future deployment trends, helping developers and businesses choose the right "intelligent assistant" for their needs.

AILLMautomation
0 likes · 11 min read
Which AI Workflow Platform Wins? A Deep Dive into n8n, Dify, and Coze
MaGe Linux Operations
MaGe Linux Operations
May 25, 2025 · Cloud Native

Master Docker Volume Management: From Basics to Advanced Ops

This comprehensive guide walks you through Docker volume creation, inspection, mounting, backup, restoration, cross‑host migration, labeling, driver configuration, security permissions, encryption, monitoring, troubleshooting, capacity planning, and automation scripts, providing practical commands and best‑practice recommendations for reliable container storage management.

Storageautomationcontainer
0 likes · 8 min read
Master Docker Volume Management: From Basics to Advanced Ops
Youzan Coder
Youzan Coder
May 23, 2025 · Artificial Intelligence

How LLMs Supercharge SaaS Alert Monitoring: An AI‑Powered Workflow

This article explains how a SaaS company leveraged large language models to automatically ingest, enrich, and analyze stability alerts, turning noisy notifications into actionable insights through configurable pipelines, Feishu integration, and a streamlined AI workflow that boosts incident response speed and reduces manual effort.

AIAlert MonitoringLLM
0 likes · 6 min read
How LLMs Supercharge SaaS Alert Monitoring: An AI‑Powered Workflow
DevOps
DevOps
May 22, 2025 · Artificial Intelligence

Enterprise AI Visits: Real‑World Applications, Benefits, and Practical Lessons

During a series of visits to over a dozen companies across retail, finance, logistics and manufacturing, the author discovers how AI is already delivering cost savings, revenue growth, efficiency gains and even reshaping business models, and distills three deployment scenarios and three hard‑earned best‑practice guidelines for successful AI adoption.

AICase StudiesDigital Transformation
0 likes · 11 min read
Enterprise AI Visits: Real‑World Applications, Benefits, and Practical Lessons
DataFunSummit
DataFunSummit
May 22, 2025 · Operations

Automated Fault Detection and Repair System for Grab's Data Pipelines (Hugo) – Architecture, Implementation, and Impact

This article presents Grab's Hugo platform, an automated fault‑detection and self‑healing system for over 4,000 data pipelines that combines multi‑source signal collection, intelligent diagnosis, layered auto‑repair, and a health API to dramatically improve data visibility, reduce manual intervention, and boost operational efficiency across the company.

DataOpsautomationbig data
0 likes · 12 min read
Automated Fault Detection and Repair System for Grab's Data Pipelines (Hugo) – Architecture, Implementation, and Impact
Aikesheng Open Source Community
Aikesheng Open Source Community
May 19, 2025 · Databases

Can MySQL Group Replication Power Dual‑Active Data Centers? A Practical Test Script

This article presents a detailed design, implementation, and automated testing script that evaluates whether MySQL Group Replication can support dual‑data‑center active‑active deployments, covering deployment steps, replication modes, fault simulation, data consistency checks, and key conclusions.

Active-ActiveDatabase High AvailabilityGroup Replication
0 likes · 16 min read
Can MySQL Group Replication Power Dual‑Active Data Centers? A Practical Test Script
Code Mala Tang
Code Mala Tang
May 18, 2025 · Fundamentals

5 Must-Have Python CLI Tools to Supercharge Your Terminal

Discover five powerful Python command‑line utilities—httpie, glances, rich‑cli, howdoi, and csvkit—that streamline API interactions, system monitoring, output formatting, quick Stack Overflow answers, complete with installation steps and practical examples to boost your productivity.

CLI toolsDev toolsPython
0 likes · 6 min read
5 Must-Have Python CLI Tools to Supercharge Your Terminal
MaGe Linux Operations
MaGe Linux Operations
May 17, 2025 · Operations

Unlock the Full Stack of Network Technologies: From Core Architecture to Advanced Applications

This comprehensive guide explores modern network engineering, comparing RPR and FDDI, detailing QoS metrics and implementations, dissecting switch forwarding modes, VLAN configurations, router performance and protocol choices, advanced Wi‑Fi 6 features, zero‑trust security, cloud‑native SD‑WAN, and automation with Ansible and AIOps.

QoSSD-WANautomation
0 likes · 10 min read
Unlock the Full Stack of Network Technologies: From Core Architecture to Advanced Applications
Lin is Dream
Lin is Dream
May 17, 2025 · Operations

Mastering DevOps: From Manual Scripts to Automated Jenkins Pipelines

This guide walks through the fundamentals of DevOps, illustrating how to transition from simple command‑line deployments to sophisticated, automated CI/CD pipelines using Jenkins, Docker, and shell scripts, while covering JVM tuning, version management, and common troubleshooting tips.

CI/CDJenkinsautomation
0 likes · 16 min read
Mastering DevOps: From Manual Scripts to Automated Jenkins Pipelines
php Courses
php Courses
May 16, 2025 · Operations

Using Python for Automation in Operations (DevOps)

This article explains why Python is a leading language for DevOps automation, detailing its core advantages, typical use cases such as bulk server management, configuration management, log analysis, and scheduled tasks, and introduces common Python libraries and learning pathways for building robust operational workflows.

DevOpsOperationsPython
0 likes · 6 min read
Using Python for Automation in Operations (DevOps)
Liangxu Linux
Liangxu Linux
May 15, 2025 · Artificial Intelligence

Top 5 Fast‑Rising Open‑Source AI Projects on GitHub This Week

This article highlights five open‑source AI projects that saw the fastest star growth on GitHub this week, covering a free Cursor VIP unlocker, an end‑to‑end video translation tool, an offline meeting‑minutes assistant, a personal finance OS, and a versatile AI chatbot SDK, each with key features and repository links.

AIGitHubautomation
0 likes · 7 min read
Top 5 Fast‑Rising Open‑Source AI Projects on GitHub This Week
php Courses
php Courses
May 15, 2025 · Operations

Using Jenkins to Automate PHP Project Packaging and Deployment

This tutorial demonstrates how PHP developers can set up Jenkins to automate building, testing, and deploying PHP applications by installing Jenkins, creating a job, configuring the repository, environment variables, build scripts, post‑build actions, and running the job for continuous integration and delivery.

CI/CDJenkinsPHP
0 likes · 4 min read
Using Jenkins to Automate PHP Project Packaging and Deployment
vivo Internet Technology
vivo Internet Technology
May 14, 2025 · R&D Management

How Vivo Boosted Internet R&D Efficiency: A Deep Dive into Platform Design and Automation

This article examines Vivo's internet R&D efficiency platform, outlining the rapid growth challenges, the 1‑2‑3 framework of dual‑loop delivery, demand and development standardization, and three key automation scenarios that together reduced delivery time, increased test coverage, and saved hundreds of person‑days.

Continuous DeliveryDevOpsPlatform Engineering
0 likes · 22 min read
How Vivo Boosted Internet R&D Efficiency: A Deep Dive into Platform Design and Automation
DeWu Technology
DeWu Technology
May 14, 2025 · Operations

How Automated Code Impact Analysis Boosts System Stability and Release Confidence

This article explains the need for automated, module‑level code impact analysis in large‑scale projects, outlines a multi‑step technical solution—including dependency‑graph construction, change detection, CI/CD integration, caching and optimization—and demonstrates how it improves testing coverage, system complexity assessment, and overall stability while reducing manual effort.

Backend DevelopmentCI/CDautomation
0 likes · 13 min read
How Automated Code Impact Analysis Boosts System Stability and Release Confidence
Liangxu Linux
Liangxu Linux
May 8, 2025 · Operations

Master Advanced Shell Tricks to Supercharge Your Linux Workflow

This guide presents a collection of powerful Linux shell shortcuts, piping techniques, text‑processing commands, process‑management tricks, scripting tips, file‑handling utilities, and security best practices that together transform a novice user into an efficient command‑line power user.

Unix toolsautomation
0 likes · 8 min read
Master Advanced Shell Tricks to Supercharge Your Linux Workflow
Eric Tech Circle
Eric Tech Circle
May 8, 2025 · Artificial Intelligence

How to Tame AI Code Generation with Cursor Rules: A Practical Guide

This article shares practical experience using Cursor's AI code editor, explains the common problem of uncontrolled AI edits, and presents a structured set of Cursor Rules—including basic, three‑layer, and auto‑generated approaches—to improve code quality, reduce rejections, and streamline development workflows.

AI code generationCursor AICursor Rules
0 likes · 6 min read
How to Tame AI Code Generation with Cursor Rules: A Practical Guide
DaTaobao Tech
DaTaobao Tech
May 7, 2025 · Frontend Development

Technical Summary of Front‑end AI Practices: AI Quadrant Model, Hongyan AI Coder, and Nextdy Aone Copilot

The article outlines a front‑end AI framework using an AI Four‑Quadrant model and presents two toolchains—Hongyan AI Coder, which automates design‑to‑code and raises productivity by over 30 % with up to 90 % UI generation, and Nextdy Aone Copilot, a VS Code extension that enables LLM‑guided code refactoring and migration via CI—supported by case studies and a roadmap toward a closed‑loop design‑to‑deployment workflow.

AI code generationFront-end AIautomation
0 likes · 13 min read
Technical Summary of Front‑end AI Practices: AI Quadrant Model, Hongyan AI Coder, and Nextdy Aone Copilot
Architect's Must-Have
Architect's Must-Have
May 7, 2025 · Operations

10 Powerful Bash Scripts to Automate System Tasks

This article presents ten advanced Bash script examples that automate common system administration tasks such as backups, resource monitoring, updates, database dumping, FTP uploads, log keyword alerts, report generation, service recovery, temporary file cleanup, and network status checking.

automationbashshell scripting
0 likes · 5 min read
10 Powerful Bash Scripts to Automate System Tasks
Code Mala Tang
Code Mala Tang
May 4, 2025 · Operations

Master Shell Functions: From Basics to Advanced Automation

This guide explains everything about Shell functions—from basic syntax and creation, through parameter passing, return values, nesting, and recursion, to best practices, sourcing from the command line, and a real‑world file‑backup example—helping Unix/Linux users and DevOps engineers write modular, reusable scripts.

FunctionsShellautomation
0 likes · 7 min read
Master Shell Functions: From Basics to Advanced Automation
Test Development Learning Exchange
Test Development Learning Exchange
May 2, 2025 · Fundamentals

29 Minimal Python Code Snippets for API Automation Testing

This article presents 29 concise Python code examples covering common API automation tasks such as JSON conversion, file I/O, dictionary manipulation, request handling, data filtering, encryption, URL encoding, time formatting, exception handling, and regular expressions, each accompanied by clear output and commentary.

API-testingJSONautomation
0 likes · 9 min read
29 Minimal Python Code Snippets for API Automation Testing
Baidu Geek Talk
Baidu Geek Talk
Apr 28, 2025 · Operations

How Baidu’s Log Platform Cuts Billions in Cost with Full‑Lifecycle Event Governance

This article details Baidu's log platform point‑governance practice, explaining why uncontrolled event logging inflates storage and compute costs, and describing a three‑stage solution—manual, semi‑automatic platform, and full‑lifecycle standardization—that uses anomaly detection, automated workflows, and IM bots to achieve massive PV reduction and annual cost savings.

Log ManagementOperationsPlatform Engineering
0 likes · 20 min read
How Baidu’s Log Platform Cuts Billions in Cost with Full‑Lifecycle Event Governance
Eric Tech Circle
Eric Tech Circle
Apr 28, 2025 · Artificial Intelligence

How Cursor 0.49’s Auto‑Generated Project Rules Can Supercharge Your Development Workflow

This article walks through Cursor 0.49’s new auto‑generated Project Rules feature, explains its key updates, provides step‑by‑step instructions for creating rules from chat context, showcases real‑world tests on front‑end projects, and offers practical best‑practice recommendations and cautions for developers.

AI codingCursorautomation
0 likes · 9 min read
How Cursor 0.49’s Auto‑Generated Project Rules Can Supercharge Your Development Workflow
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Apr 27, 2025 · Game Development

Texture Density Checking and Art Asset QA in Game Development: A Case Study and Practical Solutions

This article examines a game‑development incident caused by excessive texture density, analyzes the underlying issues, and presents a comprehensive QA workflow—including requirement analysis, a Blender‑based density‑checking pipeline, web heat‑map visualization, post‑commit automation, and lessons learned—to improve art asset quality and prevent performance crashes.

Blenderart asset QAautomation
0 likes · 14 min read
Texture Density Checking and Art Asset QA in Game Development: A Case Study and Practical Solutions
Python Programming Learning Circle
Python Programming Learning Circle
Apr 26, 2025 · Frontend Development

Building a Selenium + Pytest Automation Framework in Python

This tutorial walks through creating a modular Selenium automation framework with Pytest, covering project structure, utility modules, configuration handling, logging, Page Object Model implementation, test case writing, HTML reporting, and email distribution, all illustrated with complete Python code examples.

PageObjectautomationframework
0 likes · 32 min read
Building a Selenium + Pytest Automation Framework in Python
Liangxu Linux
Liangxu Linux
Apr 26, 2025 · Artificial Intelligence

Top 5 Fast‑Growing Open‑Source AI Projects on GitHub This Week

This week’s GitHub star surge highlights five open‑source AI projects—a free Cursor VIP tool, a one‑stop video translation and dubbing platform, a privacy‑first meeting‑minutes assistant, an open‑source personal finance OS, and a highly customizable AI chatbot SDK—each with key features, deployment options, and repository links.

AIGitHubautomation
0 likes · 7 min read
Top 5 Fast‑Growing Open‑Source AI Projects on GitHub This Week
Raymond Ops
Raymond Ops
Apr 25, 2025 · Operations

Master Ansible Playbooks: From YAML Basics to Advanced Handlers

This guide walks you through Ansible playbooks, covering YAML syntax rules, data types, sample playbooks for installing software, execution commands, idempotency concepts, and how to use handlers for conditional task execution, providing clear examples and command‑line outputs.

HandlersYAMLansible
0 likes · 10 min read
Master Ansible Playbooks: From YAML Basics to Advanced Handlers
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.

AIGitLabLLM
0 likes · 17 min read
AI-Powered Code Review System: Design, Implementation, and Lessons Learned
Java Captain
Java Captain
Apr 22, 2025 · Operations

Improving Cron Job Stability and Monitoring with Best Practices and Healthchecks

The article analyzes common cron job failures such as accidental deletions, OOM crashes, and lack of monitoring, then proposes standardized Jenkins deployment, automatic server selection, lock mechanisms, queue-based processing, status awareness, and the use of the open‑source Healthchecks system to achieve proactive detection and alerting.

CronOperationsautomation
0 likes · 8 min read
Improving Cron Job Stability and Monitoring with Best Practices and Healthchecks
Java Architect Essentials
Java Architect Essentials
Apr 21, 2025 · Frontend Development

Eight Practical Browser Compatibility Testing Tools for Front‑End Developers

This guide introduces eight widely used browser compatibility testing tools, compares their types, features, and supported environments, explains typical usage scenarios such as IE‑specific testing, multi‑browser screenshots, cloud automation, interactive debugging, and layout consistency checks, and shares practical tips to avoid common pitfalls, helping developers reduce testing time by over 60%.

automationbrowser testingtools
0 likes · 7 min read
Eight Practical Browser Compatibility Testing Tools for Front‑End Developers
Python Programming Learning Circle
Python Programming Learning Circle
Apr 21, 2025 · Game Development

Building an Automated Minesweeper Solver with Python and OpenCV

This article provides a step‑by‑step guide to creating a Python‑based automated Minesweeper solver using OpenCV for screen capture, win32gui for window handling, and custom image‑recognition and solving algorithms, including environment setup, frame extraction, block segmentation, classification, and click automation.

Game BotMinesweeperOpenCV
0 likes · 12 min read
Building an Automated Minesweeper Solver with Python and OpenCV
Nightwalker Tech
Nightwalker Tech
Apr 21, 2025 · Artificial Intelligence

Turning AI into a Reliable Engineering Partner: Methodology, Rules, and Practices

This article outlines a comprehensive methodology for integrating AI—particularly large language models—into software development workflows by establishing knowledge‑base templates, rule systems, multi‑model collaboration, context management, and task decomposition to transform AI from a whimsical code generator into a trustworthy engineering partner.

AICode GenerationLLM
0 likes · 16 min read
Turning AI into a Reliable Engineering Partner: Methodology, Rules, and Practices
JavaScript
JavaScript
Apr 19, 2025 · Artificial Intelligence

Turn Tech News into Audio: Build a Custom Developer Podcast with MiniMax MCP Server

This guide shows how to configure MiniMax MCP Server, register an API key, install the uv package manager, set up the server in Cursor, and use simple text commands to automatically gather daily developer news, generate a markdown summary, convert it into high‑quality audio, and assemble a personalized podcast, illustrating the broader creative possibilities of AI‑enhanced development.

AIDeveloperToolsMCP
0 likes · 7 min read
Turn Tech News into Audio: Build a Custom Developer Podcast with MiniMax MCP Server
37 Interactive Technology Team
37 Interactive Technology Team
Apr 18, 2025 · Artificial Intelligence

Improving Development Efficiency with Cursor IDE Project Rules: A Practical Guide

The guide shows how Cursor IDE’s Project Rules let AI automatically generate reusable code for adding new data sources, cutting development time from days to hours, with near‑100% success across two validation methods, and suggests broader rule design could boost productivity even further.

AI-assisted codingCursor IDEautomation
0 likes · 5 min read
Improving Development Efficiency with Cursor IDE Project Rules: A Practical Guide
DaTaobao Tech
DaTaobao Tech
Apr 18, 2025 · Frontend Development

How AI Is Transforming Frontend Development: From Design‑to‑Code to Automated Testing

This article explores how AI-driven tools are reshaping frontend engineering by automating design‑to‑code conversion, interface‑to‑data‑model mapping, private component integration, code fitting, AI code review, and automated test regression, and it evaluates their impact on efficiency and future development workflows.

AICodeGenerationRAG
0 likes · 37 min read
How AI Is Transforming Frontend Development: From Design‑to‑Code to Automated Testing
Dual-Track Product Journal
Dual-Track Product Journal
Apr 18, 2025 · Operations

How to Stop Expired Products From Haunting Your Warehouse: 7 Proven Strategies

This article examines real‑world expiration‑management failures in e‑commerce warehouses and presents seven actionable solutions—including dynamic warnings, tiered alerts, responsibility chains, data platforms, and IoT automation—to prevent waste, protect brand reputation, and streamline operations.

Warehouse Operationsautomatione-commerce
0 likes · 6 min read
How to Stop Expired Products From Haunting Your Warehouse: 7 Proven Strategies
Subtle Storm
Subtle Storm
Apr 17, 2025 · Operations

Bypass Slider Captcha in Python Selenium Login Automation

This guide shows how to use Python Selenium to automate login with slider captcha protection by installing dependencies, initializing ChromeDriver, locating elements, generating a human‑like drag trajectory, performing the drag action, and verifying successful login, including advanced image‑processing tips.

PythonWeb Scrapingautomation
0 likes · 8 min read
Bypass Slider Captcha in Python Selenium Login Automation
MaGe Linux Operations
MaGe Linux Operations
Apr 17, 2025 · Operations

Top 10 Essential Ops Tools Every Engineer Should Master

This article introduces the ten most frequently used operations engineering tools, detailing each tool's functions, suitable scenarios, advantages, and real‑world examples, and includes practical code snippets to help engineers automate and streamline their daily workflows.

InfrastructureLinux toolsOperations
0 likes · 8 min read
Top 10 Essential Ops Tools Every Engineer Should Master
Efficient Ops
Efficient Ops
Apr 16, 2025 · Operations

Top 10 Essential Ops Tools Every Engineer Should Master

This article introduces ten indispensable operations engineering tools—Shell scripts, Git, Ansible, Prometheus, Grafana, Docker, Kubernetes, Nginx, ELK Stack, and Zabbix—detailing their functions, suitable scenarios, advantages, and real‑world examples, plus sample code snippets to help engineers automate and monitor infrastructure efficiently.

DevOpsInfrastructureOperations
0 likes · 9 min read
Top 10 Essential Ops Tools Every Engineer Should Master
Python Programming Learning Circle
Python Programming Learning Circle
Apr 15, 2025 · Artificial Intelligence

Automatic Math Expression Grading with Python, CNN and Image Processing

This tutorial explains how to generate synthetic digit fonts, build a convolutional neural network to recognize handwritten arithmetic expressions, segment images using projection methods, evaluate the results with Python's eval function, and overlay feedback symbols on the original image, providing a complete end‑to‑end solution.

CNNImageProcessingMachineLearning
0 likes · 27 min read
Automatic Math Expression Grading with Python, CNN and Image Processing
Big Data Tech Team
Big Data Tech Team
Apr 14, 2025 · Industry Insights

How DeepSeek AI is Transforming Data Warehouses: From Automation to Real‑Time Insights

DeepSeek leverages large‑model AI to automate requirement analysis, intelligent modeling, performance tuning, and value extraction in data warehouses, addressing low development efficiency, high O&M cost, latency, and lack of intelligence while showcasing concrete use‑case results across finance, e‑commerce, and manufacturing.

AIDeepSeekautomation
0 likes · 9 min read
How DeepSeek AI is Transforming Data Warehouses: From Automation to Real‑Time Insights
Test Development Learning Exchange
Test Development Learning Exchange
Apr 13, 2025 · Backend Development

Mastering API Request Wrappers in Pytest: Reusable GET, POST, PUT, DELETE

Learn how to boost code reuse and maintainability in API automation by encapsulating common HTTP methods (GET, POST, PUT, DELETE, etc.) within a Pytest-friendly RequestUtil class, complete with logging, exception handling, session management, dynamic headers, and timeout support, plus practical test examples.

API-testingHTTP requestsPython
0 likes · 11 min read
Mastering API Request Wrappers in Pytest: Reusable GET, POST, PUT, DELETE
DataFunSummit
DataFunSummit
Apr 13, 2025 · Big Data

Data Governance at Didi: Interview with Liu Chao on Big Data Asset Management

In this interview, Didi data governance lead Liu Chao discusses his career journey, the unique technical architecture of Didi’s big‑data governance system, cost‑driven pricing models, metadata management, lineage extraction, automation practices, and offers practical advice for enterprises seeking effective data governance.

Cost-based PricingDidiautomation
0 likes · 12 min read
Data Governance at Didi: Interview with Liu Chao on Big Data Asset Management
DevOps Engineer
DevOps Engineer
Apr 13, 2025 · Fundamentals

Setting Up Sphinx and ReadTheDocs for Automated Documentation in Python Projects

This guide explains why Sphinx and ReadTheDocs are a powerful combination for generating and hosting documentation, and provides step‑by‑step instructions—including installing dependencies, initializing the project, configuring conf.py, adding a .readthedocs.yml file, and linking the repository—so that documentation is built automatically on each commit.

DevOpsPythonReadTheDocs
0 likes · 6 min read
Setting Up Sphinx and ReadTheDocs for Automated Documentation in Python Projects
Python Programming Learning Circle
Python Programming Learning Circle
Apr 12, 2025 · Fundamentals

Comprehensive Collection of Python Batch Automation Scripts

This article provides a curated set of Python scripts that automate common batch tasks—including merging Excel and CSV files, renaming and moving files, PDF merging, image conversion and processing, QR‑code and word‑cloud generation, holiday marking, and bulk email sending—complete with ready‑to‑run code examples.

Batch OperationsData manipulationFile Processing
0 likes · 25 min read
Comprehensive Collection of Python Batch Automation Scripts
Dual-Track Product Journal
Dual-Track Product Journal
Apr 11, 2025 · Operations

Why Your Replenishment System Traps You in a ‘More Restock, More Shortage’ Loop—and How to Fix It

This article dissects common failures in e‑commerce replenishment—such as hot‑product black holes, slow‑moving stock graves, and supply‑chain avalanches—and presents a seven‑step framework of dynamic forecasting, tiered strategies, distributed inventory, and automated safeguards to stabilize inventory levels.

OperationsSupply Chainautomation
0 likes · 9 min read
Why Your Replenishment System Traps You in a ‘More Restock, More Shortage’ Loop—and How to Fix It
Eric Tech Circle
Eric Tech Circle
Apr 11, 2025 · Industry Insights

Unlock Maximum Productivity with Cursor: Proven Best Practices for Developers

This guide shares a systematic, experience‑driven approach to leveraging Cursor’s AI capabilities—from project planning and codebase structuring to custom AI rules, Notepad management, version‑control integration, and advanced workflow automation—helping teams boost development speed while maintaining code quality.

AI coding assistantCursorautomation
0 likes · 11 min read
Unlock Maximum Productivity with Cursor: Proven Best Practices for Developers
Architecture & Thinking
Architecture & Thinking
Apr 10, 2025 · Frontend Development

How I Used Zulu AI to Auto‑Generate a Full SVG‑to‑GIF Converter

In this article I describe how I leveraged Zulu's AI capabilities within VSCode to automatically generate a complete front‑end interface, back‑end conversion logic, and routing files for an SVG‑to‑GIF tool, complete with screenshots of the generated code and the final animated result.

AI code generationSVG to GIFautomation
0 likes · 4 min read
How I Used Zulu AI to Auto‑Generate a Full SVG‑to‑GIF Converter
Python Programming Learning Circle
Python Programming Learning Circle
Apr 8, 2025 · Fundamentals

10 Practical Python Scripts to Boost Your Productivity

Discover ten highly useful Python scripts covering tasks such as batch file renaming, web image downloading, automated emailing, password generation, Excel data processing, image compression, weather querying, PDF merging, text-to-speech conversion, and a simple Snake game, each with code, explanation, and tips.

Tutorialautomationproductivity
0 likes · 10 min read
10 Practical Python Scripts to Boost Your Productivity
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Apr 8, 2025 · Frontend Development

auto-i18n-translation-plugins: Automatic Internationalization for Frontend Projects

This article introduces the auto-i18n-translation-plugins, a framework‑agnostic Vite/Webpack plugin that automatically extracts Chinese text from source code, replaces it with hash‑based $t calls, generates language packs, and seamlessly translates new or incremental strings using configurable translators such as Youdao or Google.

Vite+automationi18n
0 likes · 18 min read
auto-i18n-translation-plugins: Automatic Internationalization for Frontend Projects
Python Programming Learning Circle
Python Programming Learning Circle
Apr 7, 2025 · Fundamentals

Python Excel Automation: Using xlrd, xlwt, and xlutils for Reading, Writing, and Modifying Excel Files

This article provides a comprehensive guide to Python Excel automation, comparing nine Excel libraries, and offering step‑by‑step tutorials with code examples for reading with xlrd, writing with xlwt, and copying/modifying workbooks with xlutils, including installation commands and formatting techniques.

DataProcessingExcelautomation
0 likes · 14 min read
Python Excel Automation: Using xlrd, xlwt, and xlutils for Reading, Writing, and Modifying Excel Files