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🐦GenAI synthetic scenario testing to bulletproof your APIs, ML models and Agentic workflows.

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CarlosVecina/GenTest4AI

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🐦 GenTest4AI: AI scenario simulation

AI-powered test generator for APIs, ML models and AI agent workflows

👩‍🔬 From LLM evaluation and counterfactuals to human readable ML explainability



🎯 Overview

AI API Testing is a powerful tool that leverages artificial intelligence to automatically generate, execute and validate test cases for:

  • RESTful APIs
  • GraphQL endpoints
  • AI agent workflows and interactions
  • Multi-agent systems

✨ Key Features

  • AI-Powered Test Generation: Automatically creates comprehensive test suites based on API specifications and agent behaviors
  • Workflow Testing: Validates complex interactions between multiple AI agents
  • Smart Assertions: Intelligently verifies responses and state changes
  • Edge Case Discovery: Uses AI to identify and test boundary conditions
  • Clear Reporting: Generates detailed test reports with actionable insights

🚀 Getting Started

ai-api-testing ping

❗ WIP - Need more testing

ai-api-testing extract-specs

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🐦GenAI synthetic scenario testing to bulletproof your APIs, ML models and Agentic workflows.

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