This guide walks you through installing the zabbix-get service, deploying and starting Nginx, creating a Bash script for status checks, adding a custom UserParameter, validating the items on the Zabbix server, and configuring UI items and triggers to monitor Nginx health.
This guide shows how to quickly and affordably deploy the n8n automation platform on Zeabur, covering core concepts, one‑click template installation, region selection, domain configuration, version upgrades, cost‑control strategies, and troubleshooting tips for a reliable workflow service.
Python remains a top language in 2025 thanks to its simple syntax, massive library ecosystem and broad applicability, and this article curates ten GitHub repositories—ranging from AI and data‑science tutorials to automation scripts and beginner‑friendly projects—each explained with concrete reasons why they’re valuable for learning and building real‑world applications.
In just five minutes, I used the WeaveFox AI coding platform to recreate a quirky "hand‑counting" calculator by prompting natural language, iterating through form‑based tech‑stack selection, and letting multiple AI agents generate, refine, and deploy the full front‑end application.
AI can streamline every stage of JMeter performance testing—from automatically drafting test plans and generating JMX scripts to real‑time log analysis, adaptive load control, and automated result interpretation and reporting—while emphasizing the need for engineer verification, data confidentiality, and handling of AI’s context limits.
The article demonstrates how Tencent's Hunyuan large model can generate and iteratively refine Python scripts that automatically compare Excel‑based reports, highlight differences, and handle multiple files, thereby streamlining regression testing and reducing manual effort.
Learn how a lightweight Python script can automatically parse complex Nginx configuration files, extract upstream, server, and location details, and generate a structured Excel report for easy auditing, analysis, and collaboration, streamlining operations and configuration management.
This article provides a comprehensive, enhanced Docker automation Bash script—docker‑manager.sh—covering container lifecycle commands, image cleanup, backup, network inspection, log viewing, and configuration export, along with step‑by‑step usage instructions and additional handy Docker commands for efficient container management.
This guide walks through configuring custom Nginx log formats, implementing log rotation, analyzing performance, status codes, and traffic with shell and awk tools, automating real‑time monitoring via Python and Bash scripts, integrating ELK for deep analytics, and applying best‑practice security and optimization recommendations to dramatically reduce troubleshooting time.
This article shares how a team reduced deployment failures from 15% to 0.3% and cut average deployment time from 35 minutes to 8 minutes by integrating Docker Swarm container orchestration with a fully automated CI/CD pipeline, covering architecture choices, pipeline stages, stack configuration, optimisation tips, monitoring, and future AI‑driven ops trends.
This article details how Ant Group’s international credit team applied AI‑assisted code generation using CodeFuse plugins and custom prompts to automatically transform system specifications into Java façade, persistence, and business‑logic code, achieving a 40% reduction in coding effort across multiple projects.
This article walks through using large language models such as Claude, Gemini, DeepSeek, and Kimi to generate accurate, colorful UML diagrams via Mermaid syntax, covering model selection, prompt engineering, step‑by‑step demonstrations, and practical tips for reliable AI‑driven diagram creation.
The 2025 WEF‑BCG Physical AI whitepaper reveals how advanced perception, autonomous decision‑making, and dexterous manipulation enable robots to shift from rigid, high‑volume tools to flexible partners, boosting efficiency by over 30% across manufacturing and logistics while reshaping workforce roles.
This article explores the full lifecycle of automation process management, covering definition, planning, design, execution, monitoring, quality and security controls, continuous optimization, common pitfalls, and practical steps to transform automation from isolated scripts into a sustainable, measurable organizational capability.
This article introduces a comprehensive, free Shell scripting handbook that covers everything from basic syntax and variables to advanced functions, flow control, and real‑world automation tasks, making it an essential resource for Linux system administrators and developers.
This comprehensive guide walks you through every aspect of Shell script programming—from fundamental syntax and variables to advanced functions, control structures, and real‑world automation examples—empowering Linux administrators and developers to automate tasks efficiently.
This article presents an LLM‑driven intelligent data platform ingestion solution that automates schema recognition, mapping, quality rule extraction, and package building, reducing integration cycles from three months to three days while eliminating manual effort and enhancing scalability and control.
This article explores how AI can augment traditional Linux system administration—covering intelligent log analysis, predictive resource management, anomaly‑based security monitoring, automated remediation, and human‑AI collaboration—through concrete case studies and step‑by‑step demonstrations.
This article describes how the author streamlined multilingual resource handling for a ticketing and hotel project by replacing manual Excel‑based workflows with a Node.js script that generates JSON locales, enforces key naming conventions, and runs with a single command, dramatically improving efficiency.
This article introduces fe-js-utils, a highly configurable JavaScript CLI tool that automates the extraction of hard‑coded Chinese strings, generates common and module‑specific locale files, intelligently classifies text, and replaces literals, dramatically accelerating internationalization workflows for front‑end projects.
This guide explains how to treat AI coding tools as code reviewers rather than assistants, detailing mindset shifts, practical steps, ideal use cases, collaboration models, and common pitfalls to help developers boost productivity while maintaining code quality.
Learn how to create a professional, reusable Python HTTP client that streamlines API automation by automatically handling URL concatenation, colored logging, built‑in assertions, response timing, environment management, and structured results, turning repetitive request code into concise, readable one‑liners.
This article details the motivations, architecture, core capabilities, technical challenges, and future roadmap of an in‑house API automation testing platform that supports multi‑environment testing, CI/CD integration, low‑code scripting, and strict network security for enterprise development workflows.
Learn how to create self-contained batch scripts that initialize a PostgreSQL database, import SQL, and launch a Spring Boot JAR on Windows, enabling one‑click service startup without manual environment configuration, and see example directory layout and customization tips.
This article explains why a custom API test framework is needed, presents a modular architecture, and provides step‑by‑step implementations for multi‑environment configuration, colored logging, cookie management, unified API client, database assertions, Redis support, dynamic test data factories, and enterprise notification, all with full runnable code examples.
This comprehensive guide explains the core principles of Site Reliability Engineering, outlines a phased roadmap for enterprise adoption, details essential monitoring, automation, and reliability platforms, and addresses team structure, talent development, common challenges, and real‑world success stories to help organizations build effective SRE practices.
Changan Automobile’s Gaia platform V3.0 earned both international ITU and domestic DevOps certifications, demonstrating a mature, end‑to‑end DevOps system that dramatically shortened deployment cycles, reduced failure rates, and enhanced automation coverage, while outlining future plans for AI‑driven optimization and broader enterprise adoption.
This article explains how an AI‑driven multi‑agent platform automates fault postmortem generation, enriches analysis with memory management, prompt engineering, and RAG techniques, and delivers actionable insights for SREs, developers, and non‑technical stakeholders, ultimately shifting incident handling from reactive to proactive.
This step‑by‑step guide shows how to create a full‑stack, enterprise‑level DevOps CI/CD pipeline—from environment setup and Docker installation to Jenkins pipeline scripts, Kubernetes deployments, monitoring, security hardening, and cost‑optimisation—enabling teams to reduce release cycles from days to minutes within a week.
This guide walks operations engineers through recognizing intrusion signals, executing a step‑by‑step 24‑hour emergency response, performing digital forensics, cleaning the system, hardening security settings, and establishing continuous monitoring to prevent future attacks.
This article describes how to replace manual copy‑paste publishing on XiaoHongShu with a unified content‑management backend, share‑link generation, signature authentication, and a single‑click JavaScript SDK call that lets operators publish notes instantly across multiple accounts, dramatically improving efficiency and reducing errors.
Since the launch of Microsoft‑OpenAI Copilot in June 2022, AI‑assisted programming has evolved through tools like Cursor, Claude Code, and GPT‑5, and this article shares a multi‑layered strategy—including fast autocompletion, selective refactoring, large‑scale code generation, and common pitfalls—to help developers efficiently integrate AI into their workflow.
This comprehensive guide explains why modern operations engineers must cover the full technology stack, outlines common learning pitfalls, presents a three‑layer, nine‑domain knowledge framework, and offers a step‑by‑step, personalized roadmap with practical labs and career‑growth advice.
OpenAI will unveil Agent Builder at DevDay, a visual drag‑and‑drop canvas that lets users assemble AI agents from templates, logic nodes, connectors and tools, aiming to lower the barrier for creating production‑grade AI solutions and compete with automation platforms like n8n and Zapier.
Drawing on real-world incidents and Gartner 2023 data, this article reveals ten deadly operational pitfalls—from executing untested commands in production to inadequate backups—and offers concrete technical safeguards, process controls, and cultural practices to help engineers avoid costly errors and protect their careers.
Learn how Python’s modern pathlib module transforms messy file‑system tasks into elegant, cross‑platform code by replacing os.path strings with object‑oriented paths, covering core concepts, essential operations, automation scripts, and best‑practice tips for safer, more readable file handling.
This article compares the AI‑driven coding assistants Qodo and Cursor, examining their approaches to code review, testing, IDE integration, model support, customization, deployment options, and pricing to help developers choose the tool that best fits their workflow.
This article reveals why engineers are woken up at 3 am by noisy alerts, analyzes the evolution and pain points of monitoring systems, and presents five practical techniques—including severity grading, aggregation, dynamic thresholds, intelligent routing, and data‑driven effectiveness analysis—to transform alert noise into actionable, reliable notifications.
This article presents version 2.0 of a Go-based stock analysis system that upgrades data storage to SQLite, adds MA/MACD indicators, modular strategy engines, daily scheduling, and a Vue3 front‑end, providing full code snippets, configuration examples, and deployment instructions.
This article introduces a collection of shell scripts that automate system initialization across dozens of Linux distributions—including Rocky, AlmaLinux, CentOS, Ubuntu, Debian, openEuler, AnolisOS, OpenCloudOS, openSUSE, Kylin Server and UOS Server—detailing supported features, version‑specific OS compatibility, usage instructions, changelogs, and troubleshooting tips.
Discover a comprehensive automated operations framework that eliminates manual service restarts, reduces repetitive tasks by 80%, accelerates fault recovery from minutes to seconds, and boosts reliability through health checks, Kubernetes self‑healing, Systemd scripts, monitoring, and scalable deployment strategies.
This article presents a complete, step‑by‑step method for reducing average Kubernetes fault‑diagnosis time from half an hour to under three minutes, covering the root causes of slow manual debugging, a one‑click diagnostic script, efficient kubectl shortcuts, visual tools, log aggregation, automated response workflows, and real‑world case studies.
The article describes WaterFlow, an AI‑driven end‑to‑end development platform at Taobao that turns natural‑language requirements into PRDs, multi‑platform code, tests and releases, cutting iteration time from a week to two days and shipping over 30 features with more than 54,000 lines of generated code.
This article describes how a data‑engineering team built a suite of AI agents to automate requirement assessment, model review, code review, style enforcement, and problem diagnosis, turning tedious, error‑prone manual processes into fast, reliable, and scalable workflows that boost overall development efficiency.
This comprehensive DevOps training course covers theory, Jenkins, GitLab CI/CD, build tools, artifact management, SonarQube, Nexus, Docker/Kubernetes, VM deployment, Jira automation, and advanced extensions, providing step‑by‑step video tutorials for each topic.
This article introduces a custom IntelliJ IDEA plugin that automates the creation of Maven multi‑module Java projects, turning a tedious half‑hour setup into a 30‑second one‑click process, while offering smart dependency wiring, customizable templates, and detailed installation and usage instructions.
This article details how Tencent's advertising R&D team tackled lengthy, experience‑driven test case creation by deploying AIGC‑powered demand analysis, Prompt + RAG knowledge retrieval, and multi‑stage automated validation, ultimately boosting test case adoption from under 20% to nearly 60% while reducing manual effort and iteration time.
Learn how to design, install, configure, secure, monitor, and optimize a production‑grade NFS service—including step‑by‑step server and client setup, advanced permission controls, performance tuning, automated deployment scripts, backup strategies, and real‑world use cases—so you can reduce file‑sync time by up to 80%.
This article presents a curated collection of five open‑source AI‑related projects—including a comprehensive AI agent directory, a MacBook‑based digital scale, an invisible desktop assistant, a collaborative trading simulator, and Microsoft’s Magentic‑UI web helper—each with brief descriptions and GitHub links.
This article recounts a 3 AM MySQL outage, analyzes its root causes, and shares comprehensive operational strategies—including index optimization, connection‑pool tuning, slow‑query fixing, replication lag handling, monitoring metrics, automation scripts, performance tuning, security hardening, and future trends—to help DBAs prevent and resolve similar incidents.
This guide walks through a complete set of Bash scripts for building, starting, stopping, rolling back, and monitoring a Go backend service, explains signal handling in Go, and provides a curated list of useful open‑source Go projects and libraries.
Claude Code 1.0.123 upgrades user-defined slash commands into AI‑driven tools, allowing the Claude assistant to autonomously invoke commands like /lint or /deploy‑staging, turning manual shortcuts into automated actions that streamline development workflows.
This guide reviews essential Ansible modules—including ping, setup, file, copy, service, cron, yum, user, group, synchronize, mount, get_url, and command—explaining their purposes, key options, and providing practical command‑line examples for effective agentless automation.
This guide explains how to implement canary releases on Kubernetes using Argo Rollout, covering manual setup of production and canary environments, traffic splitting via Ingress annotations, and fully automated rollout steps with weight adjustments, pauses, and promotion to production.
Over a year after completing a five‑month, cross‑cloud migration of Huolala’s 40 PB offline big‑data platform—spanning storage, compute, services, and infrastructure—the team details the architecture, verification methods, high‑throughput migration tools, network isolation strategies, and lessons learned to guide similar large‑scale data migrations.
This article introduces Supervisor, a client‑server process monitoring tool, explains why traditional nohup deployments can be unstable, and provides step‑by‑step instructions for installation, configuration, command‑line usage, advanced features like process groups, signal handling, and auto‑restart policies to ensure reliable service operation.
Learn how to create a standardized Jenkins CI/CD pipeline that automates Android APK building, uploading to Pgyer, and notifying teams via DingTalk, eliminating manual errors, speeding delivery, and improving collaboration across development, testing, and product teams.
This comprehensive guide reveals essential CI/CD operational techniques—from pipeline bottleneck detection and Docker multi‑stage builds to parallel execution, smart testing, blue‑green and canary deployments, full‑stack monitoring, cost‑saving cloud strategies, and a real‑world e‑commerce case study—helping teams dramatically boost efficiency, reliability, and security.
AceFlow MCP turns complex software development into an AI‑driven, eight‑stage conversational workflow, offering beginners, AI coding enthusiasts, and enterprise teams a unified, secure, and automated project‑management solution with built‑in quality assurance and deployment tools.
This guide presents ten lesser‑known but powerful Linux utilities—such as at, systemd‑run, tuned, lsof/ss, journalctl, chattr, MOTD/issue, watch/diff, strace/ltrace, and hidden cron checks—each with practical examples to boost daily sysadmin efficiency and confidence.
This article explains how the k8s‑cluster‑inspector component automates Kubernetes cluster checks, enriches the findings with AI‑generated solutions, and outlines the end‑to‑end workflow and provider design that make the inspection results more reliable and actionable.
This article explains how the k8s-cluster-inspector tool automates Kubernetes inspections and, by integrating AI-generated answers, enriches issue data with detailed remediation steps, improving trust, product value, and user experience.
OpenAI’s new ChatGPT Developer Mode, now supporting the Model Context Protocol (MCP) with read‑write capabilities, lets developers activate connectors to update systems, trigger workflows, and orchestrate multi‑step automation directly from chat, transforming the assistant into a powerful enterprise automation platform.
This article examines how artificial intelligence is reshaping data warehouses by introducing automated modeling, intelligent scheduling, SQL generation from natural language, and NLQ capabilities, while also reviewing practical tools, cloud‑native trends, and strategic steps for enterprises to adopt AI‑driven data platforms.
This guide provides a comprehensive, step‑by‑step shell script that automates the installation, configuration, and service setup of MySQL 8.4 from source on a wide range of Linux distributions, including Rocky, AlmaLinux, CentOS, openEuler, Anolis, OpenCloudOS, Kylin, UOS, openSUSE, Ubuntu, and Debian.
A comprehensive guide for system administrators that presents 15 practical Bash scripts—covering resource monitoring, process checks, network surveillance, log analysis, batch operations, backups, security hardening, performance tuning, Docker cleanup, and log rotation—to automate repetitive tasks and boost operational efficiency.
This tutorial explains how to create a Python Tkinter desktop tool that automates login, captcha handling, and periodic study‑time submissions to an online learning platform using Requests, multithreading, and a state‑machine UI for reliable operation.
Kubernetes 1.34, released on August 27 2025, brings mature security defaults, cost‑saving features, and operational improvements such as ServiceAccount token image pulls, KYAML output, per‑deployment HPA tolerance, admission policy mutation, and dynamic resource allocation, all of which are crucial for DevOps teams to test before production rollout.
The article compiles diverse viewpoints on how operations engineers can sustain and advance their careers after age 35, highlighting cloud‑native/DevOps, security operations, automation engineering, ITIL/service management, and broader roles such as consulting, project management, or training, while also noting industry realities and personal limits.
This article introduces a Maven aggregation plugin for IntelliJ IDEA that automates the creation of multi‑module Java projects, detailing its core features, installation methods, step‑by‑step usage, customization options, and troubleshooting tips to dramatically reduce setup time.
Learn how to install GraphViz and the Python Diagrams library, create and organize cloud components like AWS services, on‑prem databases, and clusters, and generate clear architecture diagrams programmatically, with step‑by‑step code examples for building a simple load‑balanced website diagram.
This article walks you through a Maven aggregation plugin for IntelliJ IDEA that automates multi‑module project creation, configures pom dependencies, supports custom templates, and solves common setup pain points, turning a half‑hour task into a 30‑second operation.
This article presents a curated collection of 149 practical shell script cases, demonstrating how operations engineers can automate routine tasks such as finding zombie processes, deleting empty files, handling dates, checking file existence, sorting numbers, retrieving MAC addresses, and determining leap years, all with clear, copy‑ready Bash code.
This article presents a curated selection of 149 shell script cases—including tasks such as locating zombie processes, removing empty files, summing numbers, formatting dates, checking file existence, sorting integers, retrieving MAC addresses, and determining leap years—to help operations engineers automate routine work and boost productivity.
A recent WEF‑BCG whitepaper outlines how physical AI—integrating perception, reasoning, and action—will reshape industrial operations, boost productivity by up to 30%, create trillions in value, and demand new workforce skills, while highlighting technical breakthroughs, real‑world use cases, and remaining challenges.
Agentic Workflows introduce a dynamic, multi‑step AI orchestration framework that externalizes decision points, embeds observability, and supports branching, looping, and human intervention, enabling autonomous agents to automate intricate workflows across domains such as threat detection, fraud handling, and research assistance.
This comprehensive guide explains Linux compression and decompression fundamentals, compares tar, gzip, and zip commands, provides detailed syntax, performance benchmarks, practical scripts, automation techniques, monitoring, security considerations, cloud integration, and future trends for reliable data handling in modern operations.
The article explains Focus Chain’s core workflow for task lifecycle management, detailing task creation, execution, cross‑context persistence, and smart reminder features, and includes the parseCurrentTodoInfo parsing function, the ChecklistRenderer component, configuration protocols, and file‑editing integration, illustrating a comprehensive frontend solution for real‑time task tracking.
This article introduces fifteen essential Python packages, explaining their core features and use cases—from data visualization with Dash to web services with Flask—providing beginners with a concise guide to the most useful libraries in the Python ecosystem.
This comprehensive guide walks you through designing, optimizing, and automating enterprise‑grade iptables firewalls, covering core Netfilter architecture, rule‑design principles, performance tuning, real‑world case studies, monitoring scripts, and emerging technologies like eBPF to help you protect critical infrastructure effectively.
The open‑source "reinstall" script provides a single‑command solution to reinstall or switch between Windows and Linux systems, supporting multiple distributions, automatic driver handling, low‑resource devices, BIOS/EFI and ARM boot, with detailed usage examples and emergency rescue features.
F2 is a cross‑platform command‑line utility that lets you safely batch‑rename files and folders on Windows, macOS, and Linux, offering dry‑run previews, metadata‑based naming, regex support, recursive processing, undo, and conflict‑resolution features.
This comprehensive guide walks operations engineers through the fundamentals of crontab, its core mechanics, time‑expression syntax, best‑practice configurations, real‑world scenarios, debugging techniques, performance tips, enterprise‑scale management, and when to consider more advanced scheduling alternatives.
This article details Baidu MEG’s TDS (Turing Data Studio) platform, explaining its three‑pillar governance framework—process standardization, quality controllability, and intelligent operations—along with concrete mechanisms, automation, and measurable results that dramatically improve data reliability, operational efficiency, and fault‑tolerance in large‑scale data production.
Discover how AI, especially large language models, transforms traditional web scraping by introducing semantic understanding, dynamic adaptability, and automated extraction, with in‑depth reviews of emerging tools like Crawl4AI and Browser‑use, practical code examples, best‑practice guidelines, and deployment tips for modern data collection.
This article explores how integrating AI agents with the Model Context Protocol (MCP) and tools like Playwright can automate reporting and batch task creation, detailing practical implementations, challenges, performance comparisons with traditional solutions, and best practices for combining AI and engineering to achieve efficient, reliable business workflows.
XiaYue, a powerful Burp Suite extension, automates vertical and horizontal privilege escalation detection by comparing responses across multiple permission levels, offering smart deduplication, advanced filtering, parameter replacement, visual data tables, persistent configuration, and performance optimizations, while the author also shares a heartfelt story about their child's school start.
This comprehensive guide shows how development teams can adopt the AI coding tool CodeBuddy, diagnose existing processes, select the right tool, and implement a document‑driven workflow that covers requirements, design, coding, testing, deployment, review, security, debugging and release, delivering faster and higher‑quality software.
As software complexity rises and release cycles shrink, this article explains how combining the Tongyi Lingma AI coding assistant with Alibaba Cloud's Cloud Native AI review can accelerate coding, improve code quality, reduce manual review effort, and integrate seamlessly into CI/CD pipelines.
This comprehensive guide walks you through designing, configuring, and optimizing a production‑grade Nginx cluster with 99.99% availability, covering architecture principles, load‑balancing algorithms, Keepalived failover, monitoring, performance tuning, failure‑injection drills, and advanced automation techniques.
This article presents ten practical Python automation scripts—covering HTML parsing, QR code scanning, screenshots, audiobooks, PDF editing, StackOverflow queries, mobile control, temperature monitoring, Instagram uploads, and video watermarking—to help you streamline daily repetitive tasks efficiently.
Explore 149 essential shell script snippets that help operations engineers automate repetitive tasks, from finding zombie processes and cleaning empty files to sorting numbers, displaying timestamps, checking file existence, retrieving MAC addresses, and determining leap years, all with clear, copy‑ready code.
This guide explores Terraform's powerful meta-arguments—including count, for_each, depends_on, and lifecycle—showing how they enable dynamic resource creation, precise dependency control, and fine‑grained lifecycle management for scalable, maintainable infrastructure as code.
Discover how to dramatically speed up Java Maven multi‑module project creation by using a custom IntelliJ plugin that generates full module structures, configures dependencies, and applies best‑practice settings in seconds, complete with installation methods, usage tips, and troubleshooting advice.
This article introduces Scrapeasy, a Python library that lets you scrape websites, retrieve subpage links, images, PDFs, and videos with just a few lines of code, showing installation, basic usage, and advanced download techniques for various file types.
After weeks of trial‑and‑error, the author shares how a fully autonomous AI agent struggled to generate Helm charts, and how adopting a structured, multi‑stage workflow—combining clear role definitions, ReAct/Plan‑and‑Execute patterns, prompt engineering, and LangChain/LangGraph orchestration—produced a reproducible, lint‑validated Helm package for Kubernetes.
Facing a multi‑year, multi‑billion‑dollar core banking migration, the quality‑assurance team compressed a 3‑month testing window to two weeks by deploying risk‑driven test prioritisation, contract‑based end‑to‑end testing, layered automation, AI‑powered defect diagnosis and production‑traffic replay, delivering a dramatic efficiency leap while maintaining zero‑tolerance data accuracy.
This article introduces a custom IntelliJ IDEA plugin that automates the creation of Maven multi‑module projects, allowing developers to generate full directory structures, pom dependencies, and configuration files with a single command, dramatically reducing setup time from minutes to seconds.
Amid the digital transformation wave, automation has evolved from simple scripted tasks to AI-powered intelligent systems, offering adaptive decision-making, dynamic workflow generation, and robust handling of UI changes, with tools like Playwright and MidScene.js enabling both web and mobile automation through advanced AI integration.
The article examines the emerging Vibe Coding paradigm where AI generates code from natural‑language requirements, discussing its impact on developer efficiency, job security, code quality, industry hiring trends, and the new skills programmers must cultivate to stay relevant.
