AI Engineering

AI-Led Quality Engineering: free guides

A 16-week course on one realistic application: test design, API and security testing, automation and CI, and testing AI itself. Every practical is checked by code.

2 guides · about 34 minutes to read them all

Reading order

Start at the top and read on. Each guide stands on its own, and they build in this order.

  1. AI and testing

    AI in Software Testing, and How to Test AI Systems

    How testers use AI well without trusting it blindly, and how to test machine-learning models, LLMs, RAG and agents: precision, recall, metamorphic tests and OWASP risks.

    Intermediate17 min readUpdated 6 November 2026

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