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QA

148 articles · Page 1 of 2
Advanced AI Application Practice
Advanced AI Application Practice
Jul 28, 2026 · Operations

One-Click Test Data Generation, Validation, and Cleanup with the 42nd Test Skill

The article walks through the pain of manually creating, validating, and cleaning test data for a user‑registration feature and shows how the test-data-manager Skill automates the entire workflow—producing dependency lists, SQL/API scripts, verification steps, and cleanup commands in minutes instead of hours.

API testingAutomationPython
0 likes · 10 min read
One-Click Test Data Generation, Validation, and Cleanup with the 42nd Test Skill
AI Digital Ideal
AI Digital Ideal
Jul 23, 2026 · Fundamentals

Lesson 0005 – QA Audit Loop: Adding an Independent Quality Gate Beyond CI

This lesson extends the CI pipeline with a separate QA audit loop that checks accessibility, internationalisation, and performance, explains why QA must be independent of CI, describes the three‑dimensional audit model, provides concrete Playwright‑axe‑core and i18n‑checker scripts, and shows how to integrate Lighthouse CI and ledger updates for a complete quality sign‑off.

AutomationCILighthouse
0 likes · 17 min read
Lesson 0005 – QA Audit Loop: Adding an Independent Quality Gate Beyond CI
Huajiao Technology
Huajiao Technology
Jul 22, 2026 · R&D Management

How a QA Skill Cut Server‑Side Smoke Review from 2 Days to 3 Minutes

The article details an AI‑driven QA Skill that restructures server‑side smoke pre‑review into a nine‑step, evidence‑based workflow, separates new and legacy projects, reuses rule modules, and reduces a typical two‑day manual effort to just 3 minutes while preserving review credibility.

AI AgentAutomationProcess Optimization
0 likes · 16 min read
How a QA Skill Cut Server‑Side Smoke Review from 2 Days to 3 Minutes
FunTester
FunTester
Jun 12, 2026 · R&D Management

Why Removing QA Requires Building a New Quality Framework

Eliminating a dedicated QA function may look like cost savings, but without establishing a comprehensive quality system—including self‑testing, automation, release gates, monitoring, and post‑incident reviews—risk simply shifts to production, leading to hidden incidents, longer rollbacks, and ultimately higher total cost.

QASREquality governance
0 likes · 18 min read
Why Removing QA Requires Building a New Quality Framework
Advanced AI Application Practice
Advanced AI Application Practice
May 29, 2026 · Artificial Intelligence

Turn PRDs into Ready-to-Use Test Plans with AI: The Requirements Analysis Skill in TRAE IDE

This article explains how QA engineers can use the AI‑powered Requirements Analysis Skill in TRAE IDE to automatically convert lengthy PRDs into prioritized module lists, GWT acceptance criteria, risk matrices and test checklists, and shows three ways to import the skill and three practical scenarios.

AI testingGWTQA
0 likes · 6 min read
Turn PRDs into Ready-to-Use Test Plans with AI: The Requirements Analysis Skill in TRAE IDE
Woodpecker Software Testing
Woodpecker Software Testing
Jan 23, 2026 · R&D Management

ThoughtWorks Agile Testing Practice: A Full End‑to‑End Process Breakdown

The article presents ThoughtWorks' comprehensive agile testing framework, detailing QA roles, core principles, and step‑by‑step practices across iteration development, story‑card workflows, and product‑environment activities, while emphasizing early testing, automation layering, and continuous quality feedback.

Agile TestingProduct QualityQA
0 likes · 18 min read
ThoughtWorks Agile Testing Practice: A Full End‑to‑End Process Breakdown
Test Development Learning Exchange
Test Development Learning Exchange
Dec 17, 2025 · Operations

Ace QA Interviews: 100+ Must‑Know Questions & Expert Answers for Test Engineers

This guide compiles over a hundred high‑frequency interview questions covering functional testing, API automation, performance testing, Linux commands, Docker, Kubernetes, and test leadership, each paired with concise answer points to help quality engineers prepare effectively and secure their next offer.

AutomationDockerInterview Preparation
0 likes · 18 min read
Ace QA Interviews: 100+ Must‑Know Questions & Expert Answers for Test Engineers
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Dec 12, 2025 · User Experience Design

Unlock Better Game UX: A Lazy‑Person’s Guide to QA, Personas, and Benchmarking

This article presents a step‑by‑step, low‑effort framework for improving game product quality by combining QA‑focused requirement analysis, detailed user personas, role‑mapping, systematic benchmark research, and realistic scenario validation, enabling designers to uncover hidden pain points, prioritize core user needs, and generate actionable design insights without excessive overhead.

BenchmarkingQAScenario Testing
0 likes · 32 min read
Unlock Better Game UX: A Lazy‑Person’s Guide to QA, Personas, and Benchmarking
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Nov 21, 2025 · Fundamentals

From Tester to Risk Navigator: Mastering Information Flow in QA

This article explains how QA professionals can transform from passive validators into proactive risk forecasters by strategically acquiring, organizing, and sharing information throughout the software development lifecycle, boosting testing depth, collaboration, and overall product quality.

QAinformation managementprocess improvement
0 likes · 19 min read
From Tester to Risk Navigator: Mastering Information Flow in QA
Advanced AI Application Practice
Advanced AI Application Practice
Nov 14, 2025 · Fundamentals

How to Verify Data Correctness Without Knowing SQL

When UI checks can be misleading, this guide shows testers three practical ways—getting ready‑made queries from developers, using friendly graphical database clients, and mentally mapping UI actions to DB changes—to directly validate data in the database without deep SQL expertise.

Data verificationGUI database clientQA
0 likes · 7 min read
How to Verify Data Correctness Without Knowing SQL
转转QA
转转QA
Sep 11, 2025 · Operations

How to Turn QA Testing into a Proactive Defense System

This article explains how to make QA proactive by mastering pre‑release collective testing, daily monitoring of core interfaces, immersive online inspections, and a closed‑loop post‑incident review, turning routine checks into a powerful, collaborative quality shield.

QApostmortemprocess improvement
0 likes · 11 min read
How to Turn QA Testing into a Proactive Defense System
转转QA
转转QA
Jul 29, 2025 · Operations

How to Define Clear Testing Boundaries for Large-Scale Projects

This article explains how QA teams can quickly align test boundaries in complex, multi-team projects by mapping end-to-end business processes, identifying system interactions such as MQ messages and API calls, and detailing both process-level and data-level boundaries to achieve full coverage and efficient issue resolution.

QAboundarylarge-projects
0 likes · 9 min read
How to Define Clear Testing Boundaries for Large-Scale Projects
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
May 23, 2025 · Game Development

How Project Management Thinking Boosts QA Efficiency in Game Development

This article explains how applying systematic project‑management thinking—defining projects, setting clear goals, planning, risk management, execution, and review—helps game QA teams clarify requirements, break down tasks, schedule work, mitigate risks, and improve overall development efficiency and product quality.

Game DevelopmentProject ManagementQA
0 likes · 30 min read
How Project Management Thinking Boosts QA Efficiency in Game Development
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Mar 21, 2025 · R&D Management

Designing and Implementing Effective Checklists to Optimize Project Processes and Delivery Quality

This article explains how to design and apply effective checklists in QA and project workflows, illustrating their core value for quality, efficiency, and risk reduction, and provides practical guidance on checklist creation, implementation, and continuous improvement within game promotion and development teams.

ChecklistProcess OptimizationQA
0 likes · 24 min read
Designing and Implementing Effective Checklists to Optimize Project Processes and Delivery Quality
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Dec 20, 2024 · Game Development

Testing a 40‑Year‑Old Game: Lessons from Super Mario Bros

The article explores how game testers can effectively test classic titles like Super Mario Bros by studying similar games, defining clear test scopes, designing practical test cases, handling bugs, and continuously improving test processes while considering player experience and non‑functional issues.

Game DevelopmentPlayer ExperienceQA
0 likes · 35 min read
Testing a 40‑Year‑Old Game: Lessons from Super Mario Bros
转转QA
转转QA
Dec 13, 2024 · Operations

Data Point Governance and Quality Management in ZhiZhu QA Process

This article describes how ZhiZhu's quality inspection team introduced a two‑stage data‑point governance framework—initial manual enforcement followed by automated system monitoring, real‑time validation, user‑behavior trees, and dashboards—to dramatically improve data quality, testing efficiency, and issue resolution.

DashboardMonitoringQA
0 likes · 9 min read
Data Point Governance and Quality Management in ZhiZhu QA Process
转转QA
转转QA
Dec 3, 2024 · Operations

From Zero to One: How a QA Team Rapidly Tested a New App Using Structured Planning and Responsibility System

This article describes how a QA team transformed an impossible‑looking challenge into reality by breaking down a large testing goal into incremental milestones, assigning clear responsibilities, designing focused test cases, and employing proactive risk analysis and code‑review strategies to deliver a high‑quality app within a very short timeframe.

Project ManagementQAapp testing
0 likes · 8 min read
From Zero to One: How a QA Team Rapidly Tested a New App Using Structured Planning and Responsibility System
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Nov 22, 2024 · Game Development

Requirement Analysis for Game Testing: Methods and Best Practices

This article explores comprehensive requirement analysis techniques for game testing, covering document analysis, mind‑mapping, 5W1H expansion, equivalence class handling, risk mitigation, and implementation details, aiming to improve test case creation, reduce ambiguities, and ensure smoother cross‑functional reviews and overseas releases.

Game DevelopmentQARequirement Analysis
0 likes · 16 min read
Requirement Analysis for Game Testing: Methods and Best Practices
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Sep 6, 2024 · Operations

From Log Beginner to Pro: A QA’s Journey in Game Log Management and Monitoring

This article chronicles the author’s progression from a novice to a proficient log analyst in game development, explaining what logs are, how to collect and classify them, establishing standards and workflows, and detailing the implementation of log monitoring and QA processes for reliable game operations.

Game DevelopmentLog MonitoringOperations
0 likes · 20 min read
From Log Beginner to Pro: A QA’s Journey in Game Log Management and Monitoring
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Aug 9, 2024 · Game Development

Integrating Project Management into QA for Game Development: A Practical Guide

This article shares practical insights on how QA engineers in game development can adopt project‑management thinking across the five classic project phases—initiation, planning, execution, monitoring & controlling, and closing—to improve testing efficiency, risk management, and overall product quality.

Project ManagementQAtesting process
0 likes · 14 min read
Integrating Project Management into QA for Game Development: A Practical Guide
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Jul 19, 2024 · R&D Management

Effective Retrospective Practices: Avoiding Pitfalls and Implementing Structured Reviews

This article explains the concept of retrospectives, identifies common misconceptions, distinguishes them from ordinary summaries, outlines why they are essential for personal and team growth, and provides a detailed, step‑by‑step framework for conducting both individual and team retrospectives in a disciplined, improvement‑focused manner.

QAmanagementprocess improvement
0 likes · 25 min read
Effective Retrospective Practices: Avoiding Pitfalls and Implementing Structured Reviews
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Apr 12, 2024 · Game Development

Being an Ordinary QA: Self‑Recognition, Professional Skills, and Mindset in Game Testing

This article shares practical insights and personal reflections on how ordinary game QA professionals can develop self‑recognition, strengthen core testing abilities, communicate effectively, manage stress, and continuously improve their craft to become reliable, influential members of a game development team.

Professional SkillsQAcareer development
0 likes · 18 min read
Being an Ordinary QA: Self‑Recognition, Professional Skills, and Mindset in Game Testing
FunTester
FunTester
Apr 9, 2024 · R&D Management

Software Testing Career Path: From Junior Engineer to Test Director

This article outlines the various roles, skill dimensions, and career stages in software testing and QA, offering guidance on progression from entry‑level positions to senior management and architectural roles while highlighting the differences between QA and testing responsibilities.

QASoftware testingTest Engineering
0 likes · 14 min read
Software Testing Career Path: From Junior Engineer to Test Director
转转QA
转转QA
Apr 2, 2024 · Fundamentals

Internship Reflections on QA Testing Practices and Tool Adoption at ZhaiZhai

During a four‑month internship at ZhaiZhai, the author describes how they progressed from basic functional testing to mastering various test tools and platforms, gained deeper insight into the role of QA in project workflows, and identified future growth directions in testing methodology and code development.

QASoftware testinginternship
0 likes · 14 min read
Internship Reflections on QA Testing Practices and Tool Adoption at ZhaiZhai
JD Tech
JD Tech
Mar 7, 2024 · Fundamentals

Why Test Coverage Gaps Occur and How to Improve Testing Coverage

The article analyzes why test scenarios often lack full coverage, identifying both subjective causes such as carelessness and insufficient knowledge, and objective factors like tight schedules and low‑fidelity test environments, then proposes pre‑, during‑, and post‑testing strategies to enhance coverage.

QAprocess improvementsoftware quality
0 likes · 10 min read
Why Test Coverage Gaps Occur and How to Improve Testing Coverage
Software Development Quality
Software Development Quality
Mar 1, 2024 · Fundamentals

How to Choose the Right Test Case Management Tool: A Comparative Review of 6 Popular Solutions

This article compares six widely used test case management platforms, explains their target audiences and key features, evaluates their strengths and weaknesses, and offers guidance on selecting the most suitable tool based on team size, workflow requirements, integration needs, and budget constraints.

QASelection GuideSoftware testing
0 likes · 12 min read
How to Choose the Right Test Case Management Tool: A Comparative Review of 6 Popular Solutions
DevOps
DevOps
Feb 1, 2024 · R&D Management

System Integration Testing (SIT) Strategies for Large‑Scale Agile Projects

This article explores how large‑scale agile projects can effectively conduct System Integration Testing (SIT) through layered testing strategies, organized team structures, phased integration rhythms, test planning, case design, branch management, interface change handling, and evolving QA responsibilities.

QASITintegration testing
0 likes · 17 min read
System Integration Testing (SIT) Strategies for Large‑Scale Agile Projects
DevOps
DevOps
Jan 21, 2024 · R&D Management

When and How to Allocate QA Resources in Software Projects

The article examines the ongoing debate about the necessity of dedicated QA roles, explains why high‑quality projects require systematic testing performed by professionals, outlines appropriate QA‑to‑development staffing ratios, discusses training and management of QA staff, and offers practical guidance for test case management and overall project quality assurance.

Agile TestingQAQuality Assurance
0 likes · 14 min read
When and How to Allocate QA Resources in Software Projects
转转QA
转转QA
Jan 4, 2024 · Operations

Automated Error Log Cleanup and Monitoring Mechanism for QA

This article describes how a QA team collaborated with developers to create an automated error‑log cleanup and monitoring system, detailing the background, offline follow‑up process, identified pain points, the design of a scheduled statistics solution, platform capabilities, observed benefits, and future improvement plans.

Error LoggingMonitoringQA
0 likes · 8 min read
Automated Error Log Cleanup and Monitoring Mechanism for QA
DevOps
DevOps
Dec 10, 2023 · Operations

Top 34 No-Code Automation Testing Tools to Expect in 2023

This article explores the evolution of software testing, defines no-code automation testing, outlines its benefits, compares code‑based and no-code approaches, and presents a curated list of 34 leading no-code testing tools for 2023, while also explaining how QA teams can leverage these tools and integrate them with platforms like LambdaTest.

AutomationQASoftware testing
0 likes · 33 min read
Top 34 No-Code Automation Testing Tools to Expect in 2023
转转QA
转转QA
Sep 5, 2023 · Fundamentals

Compilation of Excellent Test Plan Design Cases from ZuanZuan QA

This article gathers several exemplary test‑plan design cases published by the ZuanZuan QA public account, illustrating how comprehensive test planning—covering requirement analysis, risk assessment, strategy setting, tool selection, and case coverage—can be applied across various business projects to improve quality and efficiency.

QAQuality AssuranceTest Case Design
0 likes · 4 min read
Compilation of Excellent Test Plan Design Cases from ZuanZuan QA
Qunar Tech Salon
Qunar Tech Salon
Aug 15, 2023 · Operations

Full-Process Automated Testing Platform for Airline Ticket System: Design, Implementation, and Operations

This article describes the design, implementation, and operational management of a full‑process automated testing platform for airline ticket systems, covering background analysis, goals, measurement metrics, platform architecture, case handling, result verification, quality gates, and future improvement plans to enhance system stability and quality.

Process AutomationQAautomated testing
0 likes · 13 min read
Full-Process Automated Testing Platform for Airline Ticket System: Design, Implementation, and Operations
转转QA
转转QA
Jun 13, 2023 · Operations

Designing Test Plans for Operational Activity Projects

This article outlines a comprehensive test‑plan design process for operational activity projects, covering background, design thinking, detailed phases from requirement gathering through development, testing, and release, and offering practical testing points, data preparation, and post‑launch evaluation to ensure quality and effectiveness.

QATest Planoperational activities
0 likes · 9 min read
Designing Test Plans for Operational Activity Projects
Continuous Delivery 2.0
Continuous Delivery 2.0
Jun 8, 2023 · Fundamentals

Testing First: Adopting a Test‑First Mindset for Effective Software Development

The article explains that viewing testing as a mindset is essential for developers, outlines how to decide what to test—through user journeys, new features, and bugs—compares manual and automated testing, discusses the shift of testing responsibilities leftward, and clarifies who should own testing within various team structures.

QATest Automationcontinuous integration
0 likes · 8 min read
Testing First: Adopting a Test‑First Mindset for Effective Software Development
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
May 19, 2023 · Game Development

How to Write Effective Game Experience Reports: A Practical Methodology

This article outlines a comprehensive methodology for creating game experience reports, covering the purpose, various writing scenarios, key questions, audience considerations, core gameplay loops, development processes, competitive analysis, QA sensitivity, and practical tips to produce clear, persuasive, and professional documentation.

DocumentationQAexperience report
0 likes · 18 min read
How to Write Effective Game Experience Reports: A Practical Methodology
转转QA
转转QA
Apr 27, 2023 · Operations

Test Plan Writing Practices for OMS System: A Step-by-Step Guide

This article shares practical habits and a structured five‑stage process for creating comprehensive test plans for an Order Management System, covering pre‑review preparation, design‑phase collaboration, post‑design verification, final review, and continuous improvement to ensure quality and alignment with business goals.

OMSProcess ManagementQA
0 likes · 11 min read
Test Plan Writing Practices for OMS System: A Step-by-Step Guide
Test Development Learning Exchange
Test Development Learning Exchange
Apr 19, 2023 · Fundamentals

Test Scenarios for QA Using ChatGPT: Automation Framework, Locust Performance Demo, Functional Test Cases, and Requirement Analysis

This article outlines four practical QA scenarios—building a simple API automation framework, creating a Locust performance‑testing demo, writing functional test cases, and analyzing product requirements for hidden risks—while emphasizing how mastering ChatGPT can boost a tester's competitiveness.

ChatGPTPerformance TestingQA
0 likes · 2 min read
Test Scenarios for QA Using ChatGPT: Automation Framework, Locust Performance Demo, Functional Test Cases, and Requirement Analysis
Baidu Tech Salon
Baidu Tech Salon
Apr 13, 2023 · Fundamentals

Understanding Software Quality: From Usability to Test Modeling and Cost Analysis

Understanding software quality involves three layers—Usable, Good‑to‑use, and Love‑to‑use—linked to business value, a quantitative loss model, testing’s feedback role, risk‑based test classification, defect‑handling costs, and emerging AI tools like TestGPT that automate test generation and decision‑making.

QAcost analysisquality modeling
0 likes · 44 min read
Understanding Software Quality: From Usability to Test Modeling and Cost Analysis
Baidu Intelligent Testing
Baidu Intelligent Testing
Apr 12, 2023 · Fundamentals

Understanding Software Quality: From Usability Layers to Testing Practices and Cost Management

This comprehensive article explains software quality through three layers—usability, usefulness, and loveability—introduces a quality loss model, details testing concepts and phases, discusses cost of quality, risk‑based testing, and the future of TestGPT, while emphasizing the need for technical research and automation in QA.

QASoftware EngineeringTest Automation
0 likes · 45 min read
Understanding Software Quality: From Usability Layers to Testing Practices and Cost Management
Baidu Geek Talk
Baidu Geek Talk
Apr 12, 2023 · Industry Insights

From Usable to Loveable: Redefining Software Quality and Testing Costs

This article explores software quality through three layers—usability, desirability, and loveability—introduces a quantitative quality model, breaks down the testing lifecycle, examines testing classifications, analyzes the cost of defect recall, and proposes risk‑based testing and AI‑driven TestGPT as future solutions.

AutomationQATestGPT
0 likes · 47 min read
From Usable to Loveable: Redefining Software Quality and Testing Costs
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Dec 30, 2022 · Game Development

Storyline Testing: Common Considerations and Best Practices for Mobile Games

This article outlines the various types of game storylines and provides a comprehensive checklist of testing points—including text, dialogue, subtitles, tasks, voice‑over, music, character actions, special effects, animation, camera work, map resources, NPC placement, items, mini‑games, and sharing features—to help QA teams ensure a smooth and immersive player experience.

Game DevelopmentQAgame testing
0 likes · 14 min read
Storyline Testing: Common Considerations and Best Practices for Mobile Games
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Dec 16, 2022 · Game Development

Risk Management and Mitigation Strategies for QA in Game Development

This article compiles real-world examples and practical guidance for identifying, assessing, and mitigating risks throughout the game development lifecycle, offering QA teams concrete strategies for risk definition, early estimation, and handling of demand, quality, process, testing, and operational challenges to improve overall risk management.

Game DevelopmentQAprocess
0 likes · 38 min read
Risk Management and Mitigation Strategies for QA in Game Development
DataFunTalk
DataFunTalk
Nov 22, 2022 · Artificial Intelligence

NVIDIA's Advances in Multi‑Role Generative Dialogue Modeling and Synthetic Data‑Driven QA

This article reviews NVIDIA's recent work on multi‑role generative dialogue modeling using GPT‑2‑based architectures and on enhancing question‑answering systems with synthetic data pipelines, covering model design, data preparation from Reddit, extensive experiments, scaling effects, and practical Q&A insights.

GPT-2Generative DialogueNLP
0 likes · 17 min read
NVIDIA's Advances in Multi‑Role Generative Dialogue Modeling and Synthetic Data‑Driven QA
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Nov 11, 2022 · Operations

How to Extract and Implement Tool Requirements from Daily QA Work

This article explains how QA engineers can identify inefficiencies in their daily workflows, turn those observations into concrete tool requirements, and apply visualisation, automation, and process‑optimisation techniques—illustrated with game‑testing examples—to dramatically improve efficiency and reduce errors.

AutomationQAgame testing
0 likes · 19 min read
How to Extract and Implement Tool Requirements from Daily QA Work
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Oct 28, 2022 · Fundamentals

How to Become a Competent QA: Insights and Practices from Game Testing

This article shares practical insights on QA versus QC, essential skills for becoming a qualified QA, demand analysis, test case creation, test‑left and test‑right shifts, bug analysis using the 5‑Why method, automation tools, and a personal tool‑development case, all aimed at improving game testing professionalism.

Bug AnalysisQATest Automation
0 likes · 18 min read
How to Become a Competent QA: Insights and Practices from Game Testing
转转QA
转转QA
Oct 13, 2022 · R&D Management

Effective QA Participation in Technical Design Review: Guidelines and Best Practices

This article outlines how QA can proactively join technical design reviews, detailing the required documentation, preparation steps, thinking methods, impact assessment, and testability improvements to ensure higher delivery quality and better collaboration among product, development, and testing teams.

QAprocess improvementrequirements analysis
0 likes · 8 min read
Effective QA Participation in Technical Design Review: Guidelines and Best Practices
FunTester
FunTester
Oct 11, 2022 · Fundamentals

When Should You Automate Tests? A Practical Guide to Choosing What to Automate

This guide explains how to decide which test scenarios to automate by evaluating cost, priority, feasibility, and business impact, while also outlining what should remain manual, essential prerequisites, tool selection, and a step‑by‑step approach to building an effective test automation strategy.

QASoftware testingTest Automation
0 likes · 13 min read
When Should You Automate Tests? A Practical Guide to Choosing What to Automate
FunTester
FunTester
Oct 10, 2022 · Operations

From Manual Testing to Automated Testing: Key Considerations and Benefits

The article explains why shifting from manual to automated testing is essential in fast‑changing agile environments, outlines common migration challenges, and details the advantages such as faster testing, cost reduction, improved reliability, and stronger CI/CD integration.

CI/CDDevOpsQA
0 likes · 11 min read
From Manual Testing to Automated Testing: Key Considerations and Benefits
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Sep 16, 2022 · Fundamentals

Effective Communication Techniques for QA Professionals

This article outlines practical communication strategies for QA teams, emphasizing consistent shared information, empathy, clear goal definition, proper encoding/decoding, choosing suitable channels, structured storytelling, consensus confirmation, and prioritizing communication objectives to reduce wasted effort and improve efficiency.

QAcommunicationeffective communication
0 likes · 14 min read
Effective Communication Techniques for QA Professionals
转转QA
转转QA
Sep 16, 2022 · Fundamentals

Debugging Techniques and Breakpoint Usage in Java IDE

This article explains the stages of code errors, the significance of learning debugging for QA, introduces various breakpoint types and their settings, demonstrates a factorial sum debugging case, and provides practical tips such as conditional breakpoints and expression evaluation to efficiently locate and resolve runtime issues.

DebuggingIDEQA
0 likes · 8 min read
Debugging Techniques and Breakpoint Usage in Java IDE
FunTester
FunTester
Sep 13, 2022 · Fundamentals

What Really Differentiates QA from Software Testing?

This article clarifies the distinct roles of Quality Assurance (QA) and software testing, explaining their definitions, objectives, methods, and how they complement each other within the software development lifecycle to ensure product quality.

QAQuality Assurancequality control
0 likes · 7 min read
What Really Differentiates QA from Software Testing?
DevOps
DevOps
Aug 31, 2022 · Operations

Key Software Performance Metrics for Successful Development

This article explains why performance testing is essential before large‑scale deployment and outlines fourteen critical software performance metrics—such as response time, request rate, error rate, CPU utilization, and concurrent users—to help development teams measure, analyze, and improve their products.

MonitoringQASoftware testing
0 likes · 7 min read
Key Software Performance Metrics for Successful Development
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Aug 12, 2022 · Game Development

Understanding Project Quality Management in Game Development: Theory, Practices, and QA Workflows

This article explains the fundamentals of project quality management for game development, linking theoretical concepts from PMBOK to practical QA activities such as defining standards, implementing quality processes, controlling quality, and continuously improving through data‑driven analysis and PDCA cycles.

PMBOKProject ManagementQA
0 likes · 15 min read
Understanding Project Quality Management in Game Development: Theory, Practices, and QA Workflows
转转QA
转转QA
Aug 12, 2022 · Backend Development

Improving Test Efficiency through Data Construction: Practices and Insights

This article explains how systematic data construction, using a low‑code front‑end and Java back‑end platform, streamlines complex test scenarios, reduces manual effort, and enhances both testing efficiency and code quality across multiple business systems.

Data ConstructionEfficiencyLow-code
0 likes · 9 min read
Improving Test Efficiency through Data Construction: Practices and Insights
转转QA
转转QA
Aug 5, 2022 · Operations

How to Make Test Task Breakdown and Scheduling More Reasonable

This article explains how to improve overall delivery efficiency by systematically breaking down testing tasks, setting realistic schedules based on clear goals, preparation steps, granular time estimates, dependency considerations, and post‑execution reviews, while emphasizing a target testing effort not exceeding half of development time.

QASchedulingprocess improvement
0 likes · 7 min read
How to Make Test Task Breakdown and Scheduling More Reasonable
转转QA
转转QA
May 23, 2022 · Fundamentals

Third Issue: QA Roles, Delivery Quality Evaluation, Distributed Locks, Defensive Coding, and iOS Stability Testing

This issue presents five technical articles covering QA contributions in de‑QA projects, methods for evaluating team delivery quality, quality assurance for concurrency using distributed locks, defensive coding practices, and iQIYI's iOS stability testing approach, offering practical insights for software quality improvement.

Defensive CodingQAiOS
0 likes · 4 min read
Third Issue: QA Roles, Delivery Quality Evaluation, Distributed Locks, Defensive Coding, and iOS Stability Testing
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Mar 29, 2022 · Game Development

Game Testing Practices: Visible and Invisible Aspects, Recording, and Delivery

The article shares a QA newcomer’s one‑year reflection on game testing, covering visible vs invisible aspects, the importance of diff analysis, combining black‑box and white‑box testing, systematic test case recording, bug acceptance, and final delivery practices to improve quality in game development.

QAblack-box testingdiff analysis
0 likes · 14 min read
Game Testing Practices: Visible and Invisible Aspects, Recording, and Delivery
DevOps
DevOps
Mar 23, 2022 · R&D Management

18 Ways to Undermine a Testing Team

This article outlines eighteen provocative tactics—ranging from blaming QA for every incident to inflating branch counts, eliminating testability, and enforcing excessive overtime—that collectively illustrate how various roles can deliberately sabotage a software testing team and degrade overall product quality.

QAorganizational cultureprocess sabotage
0 likes · 12 min read
18 Ways to Undermine a Testing Team
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Mar 18, 2022 · Game Development

Understanding QA: Roles and Practices in Game Development (Part 1)

This article introduces the concept of QA in game development, explains its responsibilities from delivery testing to test delivery, highlights the importance of early requirement analysis, test case design, cost estimation, and collaboration with planners, and reflects on the value and confidence QA brings to the production pipeline.

Game DevelopmentQASoftware testing
0 likes · 8 min read
Understanding QA: Roles and Practices in Game Development (Part 1)
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Mar 10, 2022 · Game Development

Key Points and Common Testing Methods for Game Festival Events

This article outlines essential considerations such as reward distribution, timing, resource reuse, performance and compatibility, and presents practical testing techniques—including design‑doc review, code review, tool usage, process control, and communication—to ensure robust and stable festival event releases in online games.

Performance TestingQAfestival events
0 likes · 11 min read
Key Points and Common Testing Methods for Game Festival Events
转转QA
转转QA
Jan 30, 2022 · Fundamentals

2021‑2022 Software Testing Industry Survey: Salary, Demographics, and Emerging Trends

This comprehensive report analyzes the 2021‑2022 software testing landscape, presenting questionnaire data from 1,859 respondents, salary distributions, regional and experience‑based trends, team sizes, entry pathways, test‑development ratios, automation impact, efficiency bottlenecks, and future directions such as AI, big data, and AR/VR.

20212022Industry Trends
0 likes · 16 min read
2021‑2022 Software Testing Industry Survey: Salary, Demographics, and Emerging Trends
TAL Education Technology
TAL Education Technology
Dec 9, 2021 · Operations

Comprehensive Testing Framework for the 4S Smart Student Service Web Platform

This article presents a detailed overview of the 4S smart student service web platform, its B/S architecture, and a systematic QA testing framework—including testing pyramids, layered testing, left‑right shift practices, and tool‑assisted efficiency measures—to ensure reliable, scalable, and user‑friendly service for thousands of tutors.

B/S ArchitectureQATesting framework
0 likes · 13 min read
Comprehensive Testing Framework for the 4S Smart Student Service Web Platform
Youku Technology
Youku Technology
Dec 9, 2021 · Interview Experience

From Test Engineer to QA Leader at Alibaba: A Real‑World Interview Journey

This article shares a former Alibaba test‑development graduate’s path—from choosing the QA role, preparing for the interview, and navigating the first year’s challenges to leading large‑scale projects—offering practical insights and advice for aspiring QA professionals.

AlibabaInterview PreparationQA
0 likes · 9 min read
From Test Engineer to QA Leader at Alibaba: A Real‑World Interview Journey
转转QA
转转QA
Nov 24, 2021 · Operations

Improving Test Efficiency with Interface Testing and Custom Test Tools

This article explains how QA engineers can boost testing efficiency by leveraging interface testing—designing comprehensive API test cases, organizing them into reusable collections, and applying them for requirement verification, data construction, and monitoring—along with developing custom test tools to automate repetitive tasks and improve overall workflow.

API testingEfficiencyQA
0 likes · 11 min read
Improving Test Efficiency with Interface Testing and Custom Test Tools
FunTester
FunTester
Oct 13, 2021 · Interview Experience

Essential Software Testing Interview Questions for Three Rounds

This article compiles a comprehensive set of software testing interview questions typically asked across three interview rounds, covering self‑introduction, wake‑up feature design, performance testing, project delivery, automation, leadership, and career motivations to help candidates prepare effectively.

Career PreparationInterview QuestionsQA
0 likes · 4 min read
Essential Software Testing Interview Questions for Three Rounds
DevOps
DevOps
Sep 1, 2021 · Operations

AIMA Method: Enhancing QA Analyst Performance with Metrics and Indicators

This article introduces the AIMA (Analysis, Impact, Measurement, Presentation) framework and demonstrates how QA professionals can align their work with team and project quality metrics to improve performance, showcase value, and drive continuous improvement through a practical case study.

AIMAKPIQA
0 likes · 8 min read
AIMA Method: Enhancing QA Analyst Performance with Metrics and Indicators
FunTester
FunTester
Jun 30, 2021 · Fundamentals

Differences Between Test Specification and Test Plan and When to Write Them

The article explains the distinction between a test specification (technical‑focused test scheme) and a test plan (project‑focused schedule), describes when each should be created during a project lifecycle, and provides templates, methods, and reporting formats for effective software testing.

QASoftware testingTest Plan
0 likes · 9 min read
Differences Between Test Specification and Test Plan and When to Write Them
FunTester
FunTester
May 19, 2021 · Operations

Test Automation Frameworks: Types, Core Components, and Implementation Guide

Effective test automation relies on well‑designed frameworks, and this article explains why automation is essential, categorizes tool‑centric, project‑oriented, and keyword‑driven frameworks, details core components such as test libraries, data management, reporting, CI integration, and outlines a step‑by‑step implementation process.

CI/CDQASoftware testing
0 likes · 14 min read
Test Automation Frameworks: Types, Core Components, and Implementation Guide
Yanxuan Tech Team
Yanxuan Tech Team
Mar 11, 2021 · Fundamentals

How to Thrive as a QA Intern: Practical Tips for Fast Learning and Effective Testing

Transitioning from student to QA intern can be challenging, but by actively immersing in the workplace, communicating proactively, mastering business contexts, adhering to testing standards, and sharing knowledge, newcomers can quickly adapt, improve testing efficiency, and grow professionally within a fast‑paced development environment.

QASoftware testingTest Automation
0 likes · 9 min read
How to Thrive as a QA Intern: Practical Tips for Fast Learning and Effective Testing
Continuous Delivery 2.0
Continuous Delivery 2.0
Jan 12, 2021 · Operations

DSM Release Process: Weekly and Feature Deployments, Challenges and Solutions

This article details the end‑to‑end release workflow of the Google DoubleClick Sales Manager (DSM) project, covering regular weekly releases, feature rollouts, the automated Rapid platform, common pitfalls, and the mechanisms for monitoring, rollback, and post‑release analysis, highlighting the operational benefits of a disciplined process.

CI/CDQAdeployment
0 likes · 7 min read
DSM Release Process: Weekly and Feature Deployments, Challenges and Solutions
转转QA
转转QA
Dec 26, 2020 · Operations

How QA Can Effectively Participate in Technical Design Reviews

This article explains why QA should join technical design reviews, outlines the four main benefits, and provides a step‑by‑step guide for pre‑review preparation, in‑review focus areas, and post‑review follow‑up, illustrated with a real project case study.

Design ReviewQAprocess
0 likes · 10 min read
How QA Can Effectively Participate in Technical Design Reviews
FunTester
FunTester
Nov 13, 2020 · Fundamentals

Revisiting QA Career Development

The article analyzes the mismatch between QA job market demands and candidate skills, outlines the traits and technical abilities that make testers highly sought after, and provides practical steps for testers to transition and advance their careers in a rapidly evolving software industry.

AutomationQASoftware testing
0 likes · 17 min read
Revisiting QA Career Development
FunTester
FunTester
Nov 6, 2020 · Fundamentals

Best Practices for Regression Testing to Reduce Bugs

This article outlines essential regression testing best practices—including ensuring work quality, thorough pre‑testing, effective time management, test case prioritization and classification, team reviews, admission criteria, exploratory testing, and detailed reporting—to help QA teams reduce recurring bugs and maintain high software quality.

QAbug managementregression testing
0 likes · 9 min read
Best Practices for Regression Testing to Reduce Bugs
FunTester
FunTester
Nov 4, 2020 · Fundamentals

Understanding Regression Bugs and Effective Strategies for Handling Them

The article explains what regression bugs are, why regular regression testing is essential, the challenges they pose such as increased cost and time pressure, and outlines effective handling methods including code reviews, metric monitoring, left‑shift and continuous testing, and automation.

Code ReviewQATest Automation
0 likes · 10 min read
Understanding Regression Bugs and Effective Strategies for Handling Them
FunTester
FunTester
Oct 28, 2020 · Operations

How to Build an Effective QA Process When Resources Are Tight

This guide explains why many IT budgets neglect quality assurance, presents data from the 2019‑2020 World Quality Report, and offers practical steps—ownership, prioritization, integration, automation, reporting, and documentation—to establish a robust QA workflow even with limited resources.

AutomationCI/CDDevOps
0 likes · 6 min read
How to Build an Effective QA Process When Resources Are Tight
FunTester
FunTester
Oct 17, 2020 · Fundamentals

How to Choose the Right Test Automation Tool for Your Project

This article explains why test automation is essential, outlines the three main types of automation tools, and provides a detailed framework for evaluating and selecting the most suitable tool based on project needs, team skills, budget, and integration requirements.

QASoftware testingTest Automation
0 likes · 12 min read
How to Choose the Right Test Automation Tool for Your Project