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QA Agents

API Testing with AI Agents and Automation

Course Overview

APIs are the backbone of modern software, and testing them requires both technical precision and intelligent automation. This weekend course combines traditional API testing mastery with cutting-edge AI agent approaches. You will test REST and GraphQL APIs, build automated validation pipelines, and create AI agents that can explore and test undocumented APIs autonomously.

Key Points

Master REST and GraphQL API testing techniques

Build comprehensive API test suites with pytest

Use AI to generate API test cases from documentation

Create AI agents that autonomously explore APIs

Perform contract testing and schema validation

Test authentication, authorization, and security

Build API monitoring and alerting systems

Deliver a complete API test framework as capstone

Course Outline

Module 1: API Testing Fundamentals

  • HTTP methods, status codes, and headers
  • REST API design and testing with Postman
  • GraphQL query testing and introspection
  • API documentation reading and test planning

Module 2: Automated API Testing with Python

  • pytest and requests library for API tests
  • Test fixtures, parametrize, and data-driven testing
  • JSON schema validation and response assertions
  • Environment management and configuration

Module 3: AI-Assisted API Test Generation

  • Using LLMs to generate test cases from API docs
  • OpenAPI and Swagger spec parsing for auto-generation
  • AI-powered edge case and boundary value generation
  • Reviewing and curating AI-generated test suites

Module 4: AI Agents for API Exploration

  • Building agents that explore undocumented APIs
  • Fuzzing and adversarial testing with AI agents
  • Contract testing with Pact and AI validation
  • Performance and load testing concepts

Module 5: Security and Advanced Testing

  • Authentication testing: JWT, OAuth, API keys
  • Common API vulnerabilities: injection, IDOR, rate limiting
  • Mocking and stubbing external APIs
  • API monitoring and proactive alerting

Module 6: Capstone — Full API Test Framework

  • Complete API test framework for a real project
  • CI/CD pipeline with automated API regression
  • Test reporting and quality metrics dashboard
  • Freelance API testing services and career growth
Ahsan Akhtar
Senior Test Automation Engineer & AI Trainer

This Course Includes

Duration 6-8 weeks (Weekend Classes Only)

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Courses

Extensive range of courses to choose from.

Test Automation
Test Automation
AI & Automation
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AI Testing
SEO
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QA Agents
QA Agents
Graphic Design
Graphic Design
AWS
AWS

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