Gen AI赋能软件测试——从零基础到精通

Software Testing With Gen Ai: Stlc, Automation, Agent Ai。Testing with Gen AI: Zero to Hero— Requirement analysis , Manual test design, Selenium, Playwright, and AI agents

本课程《Gen AI赋能软件测试：STLC全流程、自动化与智能体》旨在通过生成式人工智能（Gen AI）技术，全面革新软件测试的各个环节。课程内容覆盖软件测试生命周期（STLC）的各个阶段，包括需求分析、测试设计、自动化框架搭建以及智能体开发，适合测试经理、功能测试工程师、自动化开发者和零编程基础的初学者。

MP4 | 视频：h264，1920×1080 | 音频：AAC，44.1 KHz
语言：英语 | 大小：3.38 GB | 时长：5 小时 6 分钟

课程核心内容

1. Gen AI基础与应用
   • 学习生成式AI的核心概念及其在测试领域的价值。
   • 掌握高效与AI交互的提示工程（Prompt Engineering）技巧。
2. STLC全流程AI赋能
   • 需求分析：利用Gen AI解析需求文档，生成测试要点。
   • 测试计划与设计：通过AI辅助制定测试策略，设计功能性与非功能性测试用例。
   • 自动化脚本生成：基于Selenium和Playwright，用AI快速生成、调试Web自动化代码（如XPath优化、测试数据管理）。
3. 自动化框架与高级工具
   • 从零构建AI驱动的测试框架，集成高级报告生成和Excel数据交互。
   • 探索Playwright的配置及MCP服务器基础应用。
4. 智能体开发与定制化助手
   • 开发自主测试智能体（Agentic AI），如基于browser-use和smol-agent的浏览器自动化。
   • 使用Python和Gen AI构建RAG（检索增强生成）模型，打造能与需求文档对话的测试助手。
5. 测试管理提效
   • 为质量经理提供AI辅助工具，简化任务分配、进度跟踪等管理流程。

课程优势

• 无需编程基础：从基础概念到实战，循序渐进。
• 全栈技能覆盖：功能测试、自动化开发、框架设计、智能体开发一站式掌握。
• 前沿技术融合：结合Selenium、Playwright、RAG等工具与Gen AI，提升测试效率与创新性。

学习成果

学员将获得从理论到实践的完整能力，能够独立运用Gen AI优化测试流程，开发智能测试解决方案，并在实际项目中实现“更智能的自动化”。

无需AI基础，只需一颗探索的心！

What you’ll learn
Software testing with Gen AI. Learn how to use Generative AI in STLC or software life cycle. Requirement analysis with Gen AI, test planning using Gen AI.
Overview of Generative AI and using Gen AI in Testing. Design functional test cases with Generative AI. Design non functional test cases with Generative AI.
Build Web automation code using Generative AI. Generative AI for Selenium, Playwright.
Build test automation framework with Gen AI.
Build your own agentic AI for manual and automation testing.
Build RAG based Generative AI for testing.
Quality managers task assistance with Generative AI.

Requirements
No programming skills required.

Description
Welcome to Software Testing with Gen AI: all STLC phases, managers, functional tester, automation developer, framework development, test automation with Gen AI. A complete beginner-friendly course designed to revolutionize your testing skills using Generative AI.In this course, you’ll start with the fundamentals of software testing, including functional, automation, and API testing. Then, you’ll get introduced to the power of Generative AI and learn prompt engineering to interact effectively with AI tools.We’ll walk through each Software Testing Life Cycle (STLC) phase and show how Gen AI can enhance requirement analysis, test estimation, design, and planning. You’ll also learn how to use Gen AI to set up a Selenium framework, generate test scripts, modify XPaths, create advanced reports, and manage test data from Excel.Beyond Selenium, we explore Playwright setup and the basics of using an MCP server. You’ll then dive into Agentic AI, where you’ll build browser automation using browser-use and smolagent.Finally, you’ll build a powerful testing assistant that chats with requirement documents using Python and Gen AI.By the end of this course, you’ll have both theoretical knowledge and hands-on experience to apply Gen AI in real-world testing projects.No prior AI knowledge required—just a curiosity to learn and automate smarter!