CTAS — AI Test Case Generation System

Architected 3 specialized agents with a flow-aware parser preserving call logic, served via drag-and-drop portal with CSV/JSON export. Used FastAPI, OpenAI, and PyPDF.

FastAPIOpenAIPyPDFAgentsCI/CD

Overview

Developed an intelligent test case generation system powered by 3 specialized AI agents. The system analyzes call flows, preserves business logic, and automatically generates comprehensive test cases exported in multiple formats (CSV, JSON) through an intuitive web portal.

Key Outcomes

  • ✓Designed 3-agent architecture for test generation workflow
  • ✓Implemented flow-aware parsing preserving business logic
  • ✓Built intuitive drag-and-drop web portal
  • ✓Enabled CSV/JSON export for CI/CD integration

Technology Stack

FastAPIOpenAIPyPDFMulti-AgentDrag-and-Drop UIReactTypeScript

Impact

Business Impact

Reduced test case authoring time by 75%

Adoption Rate

Used by 50+ QA teams globally

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