Ai-Powered Api Automation With Python And Jira Integration

Build an AI-Powered API Test Automation Framework with Python, JIRA & AI

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

Requirements

Willingness to Explore AI-Powered Automation

Basic Python Knowledge

basic understanding of what REST APIs

Familiarity with Software Testing Concepts

JIRA Access (or Demo Project)

Description

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 Python2) GenAI Integration with Pytest and Langchain 3) AI-powered prompt engineering4) Pytest-HTML Reporting

Overview

Section 1: Introduction to the Course

Lecture 1 Welcome to the Course

Lecture 2 Setting Up the Environment

Section 2: Understanding the Workflow

Lecture 3 Overview of JIRA and API Testing

Lecture 4 Workflow Overview

Section 3: Fetching JIRA Story Details

Lecture 5 Setting Up JIRA Integration

Lecture 6 Fetching Story Details

Section 4: Generating Test Cases Using AI

Lecture 7 Introduction to AI-Powered Test Case Generation

Lecture 8 Writing Prompts for Test Case Generation

Lecture 9 Saving Test Cases to CSV

Section 5: Running API Tests

Lecture 10 Writing API Test Scripts

Lecture 11 Parametrizing Tests

Lecture 12 Debugging and Validating API Tests-Part 1

Lecture 13 Debugging and Validating API Tests-Part 2

Section 6: Orchestration ,Generating and Serving Reports

Lecture 14 Orchestration and Report Generation

Section 7: Automating the Workflow

Lecture 15 Running the Entire Workflow

SDET and DevOps Professionals,Quality Engineers and Test Automation Developers,Python Developers Interested in Testing Automation,QA Leads & Test Architects