Build an AI-Powered API Test Automation Framework with Python, JIRA & AI
Welcome to “AI-Powered API Automation with Python and JIRA Integration” — a hands-on course that combines the power of GenAI, Langchain, and Python to fully automate the generation and execution of API test cases.
What you’ll learn
- Automate API Test Case Generation Using AI & Langchain.
- Integrate Python Test Automation Framework with JIRA.
- Develop and Execute Dynamic API Tests Using Pytest.
- Generate Rich Test Reports with Pytest-HTML.
- Automate the Entire Workflow from JIRA to Test Reporting.
Course Content
- Introduction to the Course –> 2 lectures • 4min.
- Understanding the Workflow –> 2 lectures • 7min.
- Fetching JIRA Story Details –> 2 lectures • 25min.
- Generating Test Cases Using AI –> 3 lectures • 32min.
- Running API Tests –> 4 lectures • 19min.
- Orchestration ,Generating and Serving Reports –> 1 lecture • 12min.
- Automating the Workflow –> 1 lecture • 3min.
Requirements
Welcome to “AI-Powered API Automation with Python and JIRA Integration” — a hands-on course that combines the power of GenAI, Langchain, and Python to fully automate the generation and execution of API test cases.
In today’s fast-paced development cycles, writing manual test cases is time-consuming and error-prone. This course introduces a modern solution: using Google Gemini via Langchain to auto-generate structured API test cases from JIRA stories, execute them dynamically with pytest, and produce rich HTML test reports.
You’ll start by learning how to connect to JIRA and fetch story details, then see how those details are transformed into executable test cases using AI-powered prompt engineering. You’ll also build a powerful pytest-based framework that supports dynamic test execution, custom validation, and professional-grade reporting.
Whether you’re a QA engineer, SDET, or developer interested in practical AI integration, this course gives you a real-world project framework you can adapt and scale. From CI/CD-ready automation workflows to prompt tuning and error handling, everything is covered.
By the end of this course, you’ll have a fully working AI-integrated API testing framework — and the skills to extend it for any API-first project.
Skills you will learn:
1) JIRA Integration with Python
2) GenAI Integration with Pytest and Langchain
3) AI-powered prompt engineering
4) Pytest-HTML Reporting