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Big Data Tech Team
Big Data Tech Team
Sep 14, 2025 · Industry Insights

How AI Is Transforming Data Warehouses: Automation, SQL Generation, and NLQ

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.

AINLQautomation
0 likes · 8 min read
How AI Is Transforming Data Warehouses: Automation, SQL Generation, and NLQ
Raymond Ops
Raymond Ops
Sep 14, 2025 · Databases

Deploy MySQL 8.4 from Source with a Single Script Across Major Linux Distributions

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.

Database InstallationLinuxautomation
0 likes · 25 min read
Deploy MySQL 8.4 from Source with a Single Script Across Major Linux Distributions
Ops Community
Ops Community
Sep 12, 2025 · Operations

15 Essential Shell Scripts to Supercharge Your Sysadmin Tasks

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.

LinuxScriptingShell
0 likes · 41 min read
15 Essential Shell Scripts to Supercharge Your Sysadmin Tasks
Cloud Native Technology Community
Cloud Native Technology Community
Sep 12, 2025 · Cloud Native

Why Kubernetes 1.34 Is a Must‑Upgrade for DevOps Teams

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.

DevOpsKubernetesautomation
0 likes · 12 min read
Why Kubernetes 1.34 Is a Must‑Upgrade for DevOps Teams
ITPUB
ITPUB
Sep 11, 2025 · Operations

Beyond 35: Viable Career Paths for Operations Professionals

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.

DevOpsITILautomation
0 likes · 10 min read
Beyond 35: Viable Career Paths for Operations Professionals
Ops Community
Ops Community
Sep 10, 2025 · Operations

149 Must‑Know Shell Script Examples to Boost Your Sysadmin Efficiency

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.

BashLinuxShell scripting
0 likes · 7 min read
149 Must‑Know Shell Script Examples to Boost Your Sysadmin Efficiency
MaGe Linux Operations
MaGe Linux Operations
Sep 10, 2025 · Operations

149 Practical Shell Script Examples Every Ops Engineer Should Know

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.

BashLinuxOperations
0 likes · 8 min read
149 Practical Shell Script Examples Every Ops Engineer Should Know
AI Info Trend
AI Info Trend
Sep 9, 2025 · Industry Insights

How Physical AI Will Revolutionize Manufacturing by 2030

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.

Artificial IntelligenceIndustry 4.0Manufacturing
0 likes · 8 min read
How Physical AI Will Revolutionize Manufacturing by 2030
Architects Research Society
Architects Research Society
Sep 9, 2025 · Artificial Intelligence

Unlocking AI Autonomy: How Agentic Workflows Transform Complex Processes

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.

AIAI Architectureagentic workflows
0 likes · 3 min read
Unlocking AI Autonomy: How Agentic Workflows Transform Complex Processes
Open Source Linux
Open Source Linux
Sep 9, 2025 · Operations

Master Linux Compression: Choose tar, gzip or zip and Apply Real‑World Best Practices

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.

BackupGzipLinux
0 likes · 39 min read
Master Linux Compression: Choose tar, gzip or zip and Apply Real‑World Best Practices
FunTester
FunTester
Sep 8, 2025 · Frontend Development

How Focus Chain Manages Task Lifecycles with Real‑Time Tracking and Smart Reminders

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.

ReactTypeScriptautomation
0 likes · 10 min read
How Focus Chain Manages Task Lifecycles with Real‑Time Tracking and Smart Reminders
MaGe Linux Operations
MaGe Linux Operations
Sep 5, 2025 · Information Security

Master Enterprise iptables Firewalls: From Basics to Pro-Level Optimization

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.

automationiptablesnetwork security
0 likes · 25 min read
Master Enterprise iptables Firewalls: From Basics to Pro-Level Optimization
macrozheng
macrozheng
Sep 5, 2025 · Operations

One-Command OS Reinstall: Automate Windows & Linux Installations

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.

OS reinstallSystem AdministrationWindows
0 likes · 9 min read
One-Command OS Reinstall: Automate Windows & Linux Installations
MaGe Linux Operations
MaGe Linux Operations
Sep 3, 2025 · Operations

Master Crontab: From Basics to Advanced Automation for Ops Engineers

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.

DevOpsLinuxOperations
0 likes · 17 min read
Master Crontab: From Basics to Advanced Automation for Ops Engineers
Baidu Geek Talk
Baidu Geek Talk
Sep 3, 2025 · Big Data

How Baidu’s TDS Platform Achieves End‑to‑End Data Governance and Smart Operations

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.

Data GovernanceData QualityDevOps
0 likes · 20 min read
How Baidu’s TDS Platform Achieves End‑to‑End Data Governance and Smart Operations
37 Interactive Technology Team
37 Interactive Technology Team
Sep 3, 2025 · Artificial Intelligence

How AI is Revolutionizing Web Scraping: Tools, Techniques, and Best Practices

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.

AIBrowser UseCrawl4AI
0 likes · 17 min read
How AI is Revolutionizing Web Scraping: Tools, Techniques, and Best Practices
DaTaobao Tech
DaTaobao Tech
Sep 1, 2025 · Artificial Intelligence

Boost Business Automation with AI Agents and MCP: Real-World Insights

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.

AI AgentMCPPrompt engineering
0 likes · 19 min read
Boost Business Automation with AI Agents and MCP: Real-World Insights
Wukong Talks Architecture
Wukong Talks Architecture
Sep 1, 2025 · Information Security

Boost Web Privilege Testing with the XiaYue Burp Suite Plugin

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.

Burp SuiteWeb Securityautomation
0 likes · 9 min read
Boost Web Privilege Testing with the XiaYue Burp Suite Plugin
FunTester
FunTester
Aug 31, 2025 · Artificial Intelligence

How to Integrate AI Coding Tools into Your Development Workflow: A Practical Guide

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.

AI CodingCodeBuddyDevOps
0 likes · 42 min read
How to Integrate AI Coding Tools into Your Development Workflow: A Practical Guide
Ops Community
Ops Community
Aug 29, 2025 · Operations

Master High‑Availability Nginx Clusters: Load Balancing & Failover Guide

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.

Nginxautomationkeepalived
0 likes · 21 min read
Master High‑Availability Nginx Clusters: Load Balancing & Failover Guide
macrozheng
macrozheng
Aug 28, 2025 · Backend Development

One-Click Maven Multi-Module Setup for Java Projects with IntelliJ Plugin

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.

IntelliJautomationjava
0 likes · 11 min read
One-Click Maven Multi-Module Setup for Java Projects with IntelliJ Plugin
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 27, 2025 · Artificial Intelligence

Turning AI Hallucinations into Reliable Helm Charts with Structured Agents

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.

AI AgentHelm ChartKubernetes
0 likes · 29 min read
Turning AI Hallucinations into Reliable Helm Charts with Structured Agents
Instant Consumer Technology Team
Instant Consumer Technology Team
Aug 26, 2025 · Operations

How a Financial Core System Migration Cut Testing Time by 6× with Risk‑Driven Strategies

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.

AIautomationfinancial systems
0 likes · 22 min read
How a Financial Core System Migration Cut Testing Time by 6× with Risk‑Driven Strategies
Code Ape Tech Column
Code Ape Tech Column
Aug 26, 2025 · Backend Development

Boost Your Maven Project Setup: One-Click Multi-Module Generation Plugin

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.

IntelliJ IDEAMulti‑moduleautomation
0 likes · 10 min read
Boost Your Maven Project Setup: One-Click Multi-Module Generation Plugin
JD Cloud Developers
JD Cloud Developers
Aug 26, 2025 · Artificial Intelligence

How AI is Transforming Automation: From Scripts to Intelligent Systems

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.

AIMidscenePlaywright
0 likes · 14 min read
How AI is Transforming Automation: From Scripts to Intelligent Systems
Architecture Development Notes
Architecture Development Notes
Aug 26, 2025 · Artificial Intelligence

Is Vibe Coding Redefining the Programmer’s Role?

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.

AI programmingVibe Codingautomation
0 likes · 6 min read
Is Vibe Coding Redefining the Programmer’s Role?
FunTester
FunTester
Aug 26, 2025 · Artificial Intelligence

Essential Open‑Source AI Testing Tools Every Engineer Should Know

A comprehensive overview of open‑source AI testing tools—from CodeXGLUE and AutoMLTestGen to DeepPerf and Atheris—highlights their key features, supported languages, and how they improve test efficiency, reliability, and ethical AI deployment across various domains.

AI testingDevOpsSoftware quality
0 likes · 15 min read
Essential Open‑Source AI Testing Tools Every Engineer Should Know
MaGe Linux Operations
MaGe Linux Operations
Aug 24, 2025 · Operations

Master Production Incident Troubleshooting: SEAL Methodology & Essential Ops Toolbox

This comprehensive guide shares a veteran ops engineer's real‑world troubleshooting mindset, the SEAL framework, a curated toolbox of monitoring, logging, performance, and network utilities, detailed case studies, incident‑response grading, automation scripts, and future‑ready AIOps practices for keeping production systems stable.

SREautomationincident response
0 likes · 19 min read
Master Production Incident Troubleshooting: SEAL Methodology & Essential Ops Toolbox
Open Source Tech Hub
Open Source Tech Hub
Aug 22, 2025 · Artificial Intelligence

Automate User Feedback Classification with a Large‑Model API in PHP

This guide shows how to use the Tongyi Qianwen large‑model API with PHP to automatically classify user feedback into predefined categories, eliminating manual analysis and complex NLP development while providing clear steps, code, and result interpretation for rapid business insights.

APIPHPautomation
0 likes · 7 min read
Automate User Feedback Classification with a Large‑Model API in PHP
21CTO
21CTO
Aug 19, 2025 · Artificial Intelligence

How Crawl4AI Transforms Web Scraping with AI‑Powered Automation

Crawl4AI is an open‑source AI agent that automates web crawling and data extraction, offering free usage, intelligent parsing, structured JSON/Markdown output, and versatile features like scrolling, multi‑URL scraping, media and metadata extraction, all demonstrated through step‑by‑step Python examples and integration with AI agents.

AI agentsCrawl4AILLM extraction
0 likes · 8 min read
How Crawl4AI Transforms Web Scraping with AI‑Powered Automation
Ops Community
Ops Community
Aug 19, 2025 · Information Security

Master Linux Security: Advanced firewalld Rules & SELinux Context Management

This guide walks you through hardening Linux servers by using firewalld's zone‑based advanced rules, rich rules, and IPSET collections, combined with precise SELinux context management, practical scripts, troubleshooting tips, and production‑grade best practices to build a multi‑layered defense.

LinuxSELinuxautomation
0 likes · 11 min read
Master Linux Security: Advanced firewalld Rules & SELinux Context Management
Dunmao Tech Hub
Dunmao Tech Hub
Aug 16, 2025 · Operations

Automate Linux Disk Cleanup with a Powerful Bash Script

This guide presents a comprehensive Bash script that safely automates Linux system‑disk cleanup by removing APT caches, temporary files, old kernels, logs, browser caches, Snap packages, Docker data, and locating large files, while providing before‑and‑after disk usage reports.

BashDisk CleanupLinux
0 likes · 10 min read
Automate Linux Disk Cleanup with a Powerful Bash Script
FunTester
FunTester
Aug 16, 2025 · Artificial Intelligence

How AI Can Transform Software Testing: A Quadrant Guide

This article explains how artificial intelligence is transforming software testing by categorizing tasks into four quadrants based on AI's feasibility and impact, offering practical guidance on when to automate, when to assist, and when human expertise remains essential, along with key cautions and use‑case examples.

AI quadrantsAI testingSoftware Testing
0 likes · 6 min read
How AI Can Transform Software Testing: A Quadrant Guide
Tencent Cloud Developer
Tencent Cloud Developer
Aug 14, 2025 · Artificial Intelligence

Boost Your Team’s Efficiency with AI‑Powered CodeBuddy: A Step‑by‑Step Guide

This comprehensive guide shows how development teams can adopt the AI coding assistant CodeBuddy to streamline every stage of the software lifecycle—from diagnosing workflows and selecting tools to automating design, coding, testing, deployment, and continuous improvement—delivering measurable productivity gains and higher code quality.

AIDevOpsautomation
0 likes · 41 min read
Boost Your Team’s Efficiency with AI‑Powered CodeBuddy: A Step‑by‑Step Guide
ShiZhen AI
ShiZhen AI
Aug 14, 2025 · Artificial Intelligence

How to Auto‑Dubbing Multi‑Character Novels in Just 5 Minutes

This guide walks you through using the AI 易配音 long‑form audio tool to split a novel into chapters, assign distinct voice tones to each character, fine‑tune volume, speed and pitch, generate and batch‑process audio segments, and finally export the finished audio files.

AI voice synthesisTTSaudio production
0 likes · 15 min read
How to Auto‑Dubbing Multi‑Character Novels in Just 5 Minutes
Dunmao Tech Hub
Dunmao Tech Hub
Aug 13, 2025 · Backend Development

Automate SpringBoot Deployment on Windows with Jenkins and WinSW

This guide explains how to set up Jenkins and WinSW on a Windows 10 server to automatically build, package, and deploy a SpringBoot application using batch scripts, covering environment preparation, configuration files, and Jenkins pipeline steps for streamlined backend deployment.

JenkinsWinSWWindows
0 likes · 9 min read
Automate SpringBoot Deployment on Windows with Jenkins and WinSW
vivo Internet Technology
vivo Internet Technology
Aug 13, 2025 · Operations

Mastering Ansible Playbooks for Automated Pulsar Cluster Deployment

This guide walks through Pulsar's operational challenges and demonstrates how to use Ansible Playbooks—including syntax, modules, roles, variables, and task dependencies—to fully automate the deployment of Zookeeper and Pulsar clusters, dramatically reducing manual effort and configuration errors.

AnsibleDevOpsPlaybook
0 likes · 29 min read
Mastering Ansible Playbooks for Automated Pulsar Cluster Deployment
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Aug 12, 2025 · R&D Management

How Qunhe Tech Turned Testing from Reactive Firefighting into Proactive Automation Left‑Shift

This article details Qunhe Technology's shift from traditional post‑test bottlenecks to a proactive automation left‑shift strategy, outlining fragmented environment issues, integrated toolchains, AI‑driven test selection, and measurable efficiency and quality gains across performance, interface, and UI testing stages.

DevOpsautomationcontinuous integration
0 likes · 18 min read
How Qunhe Tech Turned Testing from Reactive Firefighting into Proactive Automation Left‑Shift
DevOps Operations Practice
DevOps Operations Practice
Aug 11, 2025 · Operations

Zen Master’s Secrets to the Ultimate State of Operations

Through a series of dialogues with a Zen master, the article humorously explores the highest level of operations—automation that runs itself, balanced alerting, cloud migration, reliable backups, high‑availability, stability through chaos engineering, and the ultimate goal of making systems operate without human intervention.

BackupOperationsautomation
0 likes · 5 min read
Zen Master’s Secrets to the Ultimate State of Operations
Liangxu Linux
Liangxu Linux
Aug 10, 2025 · Databases

Master MySQL Backup & Recovery: Complete Guide for Reliable Data Protection

This comprehensive guide explains MySQL data backup and recovery strategies, covering backup types, planning principles, built‑in tools like mysqldump and mysqlpump, third‑party solutions such as Percona XtraBackup, scripting for automated schedules, storage options, encryption, monitoring, troubleshooting, and best‑practice recommendations to ensure data safety and business continuity.

BackupRecoveryautomation
0 likes · 22 min read
Master MySQL Backup & Recovery: Complete Guide for Reliable Data Protection
Alibaba Cloud Native
Alibaba Cloud Native
Aug 8, 2025 · Cloud Native

How Cloud‑Native Architecture Powers Global Game Publishing at Lingxi Interactive

Lingxi Interactive transformed its overseas game publishing by adopting a cloud‑native infrastructure built on Alibaba Cloud ACK, creating a unified platform with the KUN ops layer, automating scaling, monitoring, and FinOps, which dramatically improved stability, efficiency, and cost while supporting diverse game genres worldwide.

Cloud NativeFinOpsGame Development
0 likes · 12 min read
How Cloud‑Native Architecture Powers Global Game Publishing at Lingxi Interactive
37 Interactive Technology Team
37 Interactive Technology Team
Aug 6, 2025 · Backend Development

Boost Ad Monitoring Development with Cursor AI: Rules, Scenarios, and Automation

This article explains how the AI‑enhanced Cursor code editor can streamline ad‑monitoring backend development by defining global and scenario‑specific rules, automating repetitive tasks, and improving code quality across multiple media platforms, with concrete examples, directory structures, and detailed job‑task guidelines.

AI code editorAd MonitoringCursor
0 likes · 16 min read
Boost Ad Monitoring Development with Cursor AI: Rules, Scenarios, and Automation
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 4, 2025 · Big Data

36 Proven Strategies for Scalable and Efficient Big Data Operations

This article outlines the unique challenges of big‑data platform operations, emphasizing large‑scale infrastructure, layered service architecture, and presents 36 practical strategies across stability, cost, and efficiency to help engineers build resilient, cost‑effective, and automated big‑data environments.

Cost Optimizationautomationplatform management
0 likes · 10 min read
36 Proven Strategies for Scalable and Efficient Big Data Operations
21CTO
21CTO
Jul 24, 2025 · Artificial Intelligence

How AI and DevSecOps Will Transform Software Testing by 2025

The article outlines seven emerging software‑testing trends—including AI‑driven test case generation, shift‑left/right strategies, AI‑enhanced CI pipelines, security testing within DevSecOps, and cloud‑native testing—explaining how they will boost automation, reliability, and user‑centric quality for 2025 and beyond.

AI testingDevSecOpsSoftware Testing
0 likes · 8 min read
How AI and DevSecOps Will Transform Software Testing by 2025
Old Zhao – Management Systems Only
Old Zhao – Management Systems Only
Jul 22, 2025 · Operations

How to Build an Automated Procurement Inquiry & Quotation System

This guide explains the common pain points of manual procurement inquiries and quotations, then walks through a five‑step approach to create an online, automated system that streamlines demand collection, supplier notification, price entry, real‑time comparison, and final price confirmation, improving accuracy and efficiency for both buyers and suppliers.

OperationsSupply Chainautomation
0 likes · 9 min read
How to Build an Automated Procurement Inquiry & Quotation System
DevOps Operations Practice
DevOps Operations Practice
Jul 22, 2025 · Operations

Top 7 DevOps Best Practices to Accelerate Delivery and Boost Reliability

These seven essential DevOps best practices—from cultural transformation and full automation to continuous integration, observability, security, cloud-native microservices, and performance optimization—guide teams in accelerating software delivery, enhancing quality, ensuring reliability, and reducing costs through collaborative, automated, and measurable processes.

Cloud NativeDevOpsautomation
0 likes · 4 min read
Top 7 DevOps Best Practices to Accelerate Delivery and Boost Reliability
Frontend AI Walk
Frontend AI Walk
Jul 22, 2025 · Artificial Intelligence

How Amazon’s Kiro.dev Leverages Claude 4 for Spec‑Driven, End‑to‑End Code Automation

Kiro.dev, an AWS AI‑driven programming platform, enforces Spec‑Driven Development with Specs and Hooks to automate the full cycle from requirements to design to production code, integrates Claude 4 for multimodal interaction, and claims up to 30% faster delivery and 95% test coverage, while contrasting its approach with traditional AI assistants like Copilot and Cursor.

AI programmingAWSClaude 4
0 likes · 11 min read
How Amazon’s Kiro.dev Leverages Claude 4 for Spec‑Driven, End‑to‑End Code Automation
Efficient Ops
Efficient Ops
Jul 21, 2025 · Operations

30 Must‑Have DevOps Skills to Boost Your Resume in 2025

This article outlines 30 essential DevOps competencies—from foundational infrastructure and cloud/container orchestration to automation, monitoring, security, and AI‑driven operations—detailing key technologies, real‑world scenarios, and measurable impact, helping professionals craft a standout resume in the evolving operations landscape.

AI OpsDevOpsInfrastructure
0 likes · 8 min read
30 Must‑Have DevOps Skills to Boost Your Resume in 2025
Ops Community
Ops Community
Jul 21, 2025 · Operations

Boost Linux Admin Productivity 10× with Essential Keyboard Shortcuts & System Tricks

This comprehensive Linux operations guide covers powerful terminal shortcuts, efficient file handling, system monitoring, network diagnostics, process control, performance tuning, and automation scripts, providing practical examples and command references that can dramatically increase an administrator's efficiency.

LinuxShell Shortcutsautomation
0 likes · 16 min read
Boost Linux Admin Productivity 10× with Essential Keyboard Shortcuts & System Tricks
Ops Community
Ops Community
Jul 18, 2025 · Operations

From Rookie to Pro: Master Linux Network Troubleshooting with This Complete Roadmap

This comprehensive guide walks you through a systematic, OSI‑layer‑based approach to Linux network fault isolation, essential command‑line and graphical tools, real‑world case studies, automation scripts, preventive maintenance tactics, and best‑practice recommendations to quickly diagnose and resolve any network issue.

LinuxOSI modelShell Commands
0 likes · 11 min read
From Rookie to Pro: Master Linux Network Troubleshooting with This Complete Roadmap
MaGe Linux Operations
MaGe Linux Operations
Jul 17, 2025 · Operations

Master Network Device Ops: Switches, Routers, and Firewalls Deep Dive

This comprehensive guide walks network engineers through the fundamentals and advanced techniques for operating switches, routers, and firewalls, covering configuration, performance monitoring, troubleshooting, automation, security hardening, and emerging trends like SDN and AI-driven operations.

Switch Configurationautomationfirewall security
0 likes · 26 min read
Master Network Device Ops: Switches, Routers, and Firewalls Deep Dive
Open Source Linux
Open Source Linux
Jul 15, 2025 · Operations

Master Ansible Automation: From Beginner to Expert with a Complete Project Walkthrough

This comprehensive guide walks you through every aspect of Ansible configuration automation—from fundamental concepts and installation to advanced playbook techniques, inventory management, modules, roles, Vault encryption, CI/CD integration, and enterprise‑level deployment patterns—empowering you to automate modern IT infrastructure with confidence.

AnsibleConfiguration ManagementDevOps
0 likes · 40 min read
Master Ansible Automation: From Beginner to Expert with a Complete Project Walkthrough
DataFunSummit
DataFunSummit
Jul 14, 2025 · Artificial Intelligence

How AI Agents Transform E‑commerce Content from Production to Optimization

This presentation explores the evolution of AI agents in e‑commerce content creation, detailing the transition from text‑only industrial production (1.0) to multimodal image and video generation (2.0) and finally to quality‑driven optimization and decision‑making (3.0), highlighting technical architectures, challenges, and future directions.

AIContent GenerationMultimodal
0 likes · 27 min read
How AI Agents Transform E‑commerce Content from Production to Optimization
Efficient Ops
Efficient Ops
Jul 13, 2025 · Operations

Mastering Modern System Operations: 6 Essential Strategies for Stability and Efficiency

This comprehensive guide outlines six critical areas of modern system operations—including real‑time monitoring, security safeguards, automation, fault diagnosis, collaborative teamwork, and process optimization—offering practical strategies and tools such as Zabbix, Prometheus, ELK, Redis, Ansible, and capacity planning to ensure stable, efficient enterprise services.

automationcapacity planningmonitoring
0 likes · 10 min read
Mastering Modern System Operations: 6 Essential Strategies for Stability and Efficiency
Test Development Learning Exchange
Test Development Learning Exchange
Jul 12, 2025 · Backend Development

Build a Modern Python HTTPX API Testing Framework with Async Support

Learn how to create a modular Python API testing framework using httpx, pytest, and Allure, featuring multi‑environment configuration, synchronous and asynchronous requests, data‑driven and mock testing, comprehensive logging, and automated report generation, plus optional extensions for CI/CD, token authentication, and coverage analysis.

API testingAllureAsync
0 likes · 10 min read
Build a Modern Python HTTPX API Testing Framework with Async Support
Test Development Learning Exchange
Test Development Learning Exchange
Jul 11, 2025 · Backend Development

Build a Reusable Python API Test Framework with Assertions, DB Checks, and Pytest

This guide demonstrates how to create a reusable Python testing framework that encapsulates generic API response assertions, database query utilities, supports chainable calls, logging, exception handling, and integrates seamlessly with pytest or unittest, including installation steps, project structure, core code examples, and execution instructions.

Pythonapi-testingassertions
0 likes · 7 min read
Build a Reusable Python API Test Framework with Assertions, DB Checks, and Pytest
ITPUB
ITPUB
Jul 10, 2025 · Artificial Intelligence

How Claude Code’s $200/month AI Boosts Developer Productivity by 5 Hours Daily

Indragie Karunaratne’s experience building a 20,000‑line macOS app with Claude Code shows that a $200 monthly subscription can add five extra productive hours each day, automate the entire development cycle, reshape developer skill sets, and signal a fundamental shift toward AI‑driven, editor‑less IDEs.

AI code generationClaudeIDE
0 likes · 9 min read
How Claude Code’s $200/month AI Boosts Developer Productivity by 5 Hours Daily
Efficient Ops
Efficient Ops
Jul 8, 2025 · Cloud Native

6 Must‑Try Docker Images to Supercharge Your Development Workflow

This article introduces six practical Docker images—including Code‑Server, CloudBeaver, QingLong, PocketBase, Uptime‑Kuma, and Dockge—detailing their key features, use cases, and ready‑to‑run Docker commands or compose files, enabling developers of any level to streamline coding, database management, automation, monitoring, and container orchestration.

DevOpsDockerTooling
0 likes · 8 min read
6 Must‑Try Docker Images to Supercharge Your Development Workflow
Raymond Ops
Raymond Ops
Jul 8, 2025 · Operations

Comprehensive Multi‑Distro Linux Initialization Script Guide

This article presents a complete collection of shell scripts for initializing a wide range of Linux distributions—including Rocky, AlmaLinux, CentOS, Ubuntu, Debian, openEuler, AnolisOS, OpenCloudOS, openSUSE, Kylin Server, and Uos Server—detailing supported features, version‑specific updates, and step‑by‑step usage instructions.

LinuxOperationsSystem Initialization
0 likes · 19 min read
Comprehensive Multi‑Distro Linux Initialization Script Guide
Code Wrench
Code Wrench
Jul 8, 2025 · Backend Development

Automate Go gRPC API Docs in 3 Steps: Swagger Integration & Live Debugging

Learn how to eliminate manual API documentation in Go gRPC projects by automatically generating Swagger docs from Proto annotations, syncing with code changes, and enabling interactive testing, using tools like Buf, grpc-gateway, and Swagger UI in a concise three‑step workflow.

API documentationSwaggerautomation
0 likes · 5 min read
Automate Go gRPC API Docs in 3 Steps: Swagger Integration & Live Debugging
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Jul 7, 2025 · Game Development

How Client and Server Bots Power Large-Scale MMO Testing

In massive multiplayer online games, testing core activities like cross‑server wars, large raids, and world‑boss battles requires simulating thousands of players, so developers rely on client and server bots to create realistic high‑concurrency environments, validate server limits, logic correctness, and reward distribution efficiently.

Game DevelopmentLoad TestingMMO testing
0 likes · 17 min read
How Client and Server Bots Power Large-Scale MMO Testing
FunTester
FunTester
Jul 7, 2025 · Artificial Intelligence

How to Build AI Intuition for Everyday Testing Tasks

The article explains what AI intuition is, why many overlook AI opportunities, and offers practical steps—starting with hands‑on use, integrating AI into daily testing work, and continuously refining your sense of AI’s capabilities—to boost efficiency and stay competitive.

AI adoptionAI intuitionSoftware Testing
0 likes · 5 min read
How to Build AI Intuition for Everyday Testing Tasks
Ops Community
Ops Community
Jul 4, 2025 · Information Security

Master Enterprise Linux Security Hardening: From Basics to Advanced

This comprehensive guide walks you through essential Linux security hardening steps—including system updates, service disabling, password policies, SSH configuration, firewall rules, intrusion detection, file integrity monitoring, log auditing, automation scripts, and emergency response—to help enterprises build a resilient and continuously protected infrastructure.

LinuxSSHSystem Administration
0 likes · 9 min read
Master Enterprise Linux Security Hardening: From Basics to Advanced
DaTaobao Tech
DaTaobao Tech
Jul 4, 2025 · Artificial Intelligence

How Taobao Live’s AI Digital Humans Transform E‑Commerce: Architecture, Algorithms, and Engineering Insights

This article details the end‑to‑end design of Taobao Live's AI digital human system, covering six core components such as LLM‑driven content creation, interactive dialogue, TTS voice synthesis, visual synchronization, audio‑video engineering, and a scalable backend, while also discussing product evolution, automation challenges, and future roadmap.

AIDigital HumanLLM
0 likes · 19 min read
How Taobao Live’s AI Digital Humans Transform E‑Commerce: Architecture, Algorithms, and Engineering Insights
php Courses
php Courses
Jul 4, 2025 · Operations

Automate PHP Deployment with Jenkins Pipeline: Step-by-Step Guide

Learn how to set up Jenkins Pipeline for continuous integration and deployment of PHP applications, covering prerequisite installations, plugin configuration, Jenkinsfile creation with stages for checkout, build, test, and deploy, and executing the pipeline to automate packaging and deployment.

JenkinsPHPPipeline
0 likes · 5 min read
Automate PHP Deployment with Jenkins Pipeline: Step-by-Step Guide
php Courses
php Courses
Jul 4, 2025 · Backend Development

Boost Your API Workflow: Integrating Symfony API Platform with Postman

Learn how to combine Symfony API Platform and Postman to automate CRUD generation, documentation, environment management, testing, authentication, monitoring, and CI/CD integration, creating a seamless, high‑performance API development workflow that accelerates productivity for both solo developers and teams.

API PlatformAPI developmentBackend
0 likes · 7 min read
Boost Your API Workflow: Integrating Symfony API Platform with Postman
dbaplus Community
dbaplus Community
Jul 3, 2025 · Cloud Native

Rescue Expired Kubernetes Certificates Offline: A 4‑Step Emergency Guide

Facing certificate expiration in isolated, regulated Kubernetes clusters? This guide explains the hidden risks, outlines a four‑step offline rescue toolkit, details automated rotation with Cert‑Manager and Vault, and provides compliance audit and disaster‑recovery strategies, illustrated with real‑world banking case studies.

Cloud NativeKubernetesOperations
0 likes · 11 min read
Rescue Expired Kubernetes Certificates Offline: A 4‑Step Emergency Guide
Raymond Ops
Raymond Ops
Jul 3, 2025 · Operations

Master Linux Cron: From Basics to Advanced Scheduling Techniques

This article provides a comprehensive guide to Linux cron jobs, covering fundamental concepts, time syntax, crontab commands, practical examples for system and user tasks, debugging tips, and best practices for writing reliable scheduled tasks.

LinuxScheduled Tasksautomation
0 likes · 11 min read
Master Linux Cron: From Basics to Advanced Scheduling Techniques
Ops Community
Ops Community
Jul 3, 2025 · Fundamentals

Master Sed: The Ultimate Guide to Automating Text Processing

This comprehensive guide explains how to use the Unix stream editor sed for efficient line‑by‑line text manipulation, covering its workflow, performance tips, command syntax, addressing modes, core functions such as printing, deleting, substituting, case conversion, insertion, and how to apply scripts with the -f option, all illustrated with practical examples.

LinuxShell scriptingautomation
0 likes · 18 min read
Master Sed: The Ultimate Guide to Automating Text Processing
Python Programming Learning Circle
Python Programming Learning Circle
Jul 2, 2025 · Fundamentals

Create a Python Debt Reminder Tool with Scheduled Pop‑ups and One‑Click Executable

Learn how to build a simple Python utility that periodically reminds a friend to repay a loan, using pip‑installed packages like APScheduler and pywin32 for scheduling and pop‑up messages, then package the script into a standalone executable with PyInstaller, complete with code snippets and screenshots.

APSchedulerPythonScheduling
0 likes · 4 min read
Create a Python Debt Reminder Tool with Scheduled Pop‑ups and One‑Click Executable