The Missing Middle: How Exploratory Automation Reshapes Modern Testing

This article formalizes a testing phase teams widely practice but rarely acknowledge: using automated tools to explore and expose system behavior before building long-term regression suites. As fuzzing and AI-assisted generation become mainstream, recognizing this distinct phase—focused on discovery rather than verification—helps teams avoid premature automation and uncover vulnerabilities more effectively.