Most developers write API test cases by hand — one endpoint at a time, one scenario at a time. That process is slow, inconsistent, and completely unnecessary. In this tutorial, you'll learn how to use ChatGPT to generate structured API test cases in minutes, then validate and refine them inside Postman. This video is built for junior to mid-level QA engineers and developers who are tired of starting from a blank collection and want a faster, smarter starting point. Every demo uses a real API workflow.
These skills matter because speed and coverage are both expectations now. Knowing how to prompt ChatGPT for specific test scenarios, catch its hallucinations before they waste your time, and iterate with real API feedback puts you ahead of every QA engineer still writing test cases from scratch.
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What You'll Learn
How to prompt ChatGPT with endpoint details to generate targeted test cases instantly
How to specify test categories — happy paths, error cases, edge cases, and security tests
How to format ChatGPT output as structured JSON ready to import into Postman
How to validate generated tests against the real API and spot hallucinated endpoints
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Timestamps
0:00 - Intro
00:24 - Why use ChatGPT to Write Tests
01:51 - Prompt Workflow
02:39 - Prompting Test Cases Demo
04:43 - Validating output in Postman
09:05 - Prompting Postman Collection Demo
10:28 - Postman Validation
13:22 - Wrap-up
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Resources & Links
🎓 MASTER QA SKILLS WITH MY COURSES
Ready to level up your automation and testing skills? Take my comprehensive courses:
→ https://glitchitsystem.com/
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FREE RESOURCES FOR QA PROFESSIONALS
📋 Grab my Free QA Prompt Pack: https://glitchitsystem.com/signup/
Perfect for requirements review, test case design, and bug spotting. Get instant access to templates used by professional QA teams.
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💻 TOOLS I RECOMMEND
Some links below are affiliate links. I may earn a small commission if you purchase through them, at no extra cost to you.
Screen Capture Tool (SnagIt): https://techsmith.z6rjha.net/c/180812...
Perfect for documenting bugs and creating test evidence.
Want to build your own testing portfolio website? SiteGround Web Hosting: https://www.siteground.com/index.htm?...
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Tags
ChatGPT API testing, AI test case generation, Postman tutorial, QA engineer, test automation, ChatGPT for QA, API test cases, prompt engineering, software testing, quality assurance, ChatGPT prompts, API testing tutorial, manual testing alternative, QA automation, test case design
#QATesting #APItesting #ChatGPT
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The timestamps are placeholders — swap those out with your real ones. Everything else is ready to copy in.