Automated QA and Testing with AI (antirez.com) AI

The article argues that while AI-assisted programming can trade off structure and efficiency, LLMs can substantially improve software QA by letting an AI agent act like a manual QA engineer—specializing tests based on new commits and running integration-style checks such as distributed inference coherence and speed-regression detection.