Test Development Learning Exchange

Apr 8, 2026 · Backend Development

Build an AI-Powered API Test Framework on Mac with Ollama and Python

This guide shows how to combine a locally deployed Ollama LLM with Python Requests to create an AI-driven automated API testing framework that generates test data, performs smart assertions, and produces markdown reports, dramatically reducing manual effort and improving test quality.