Why Developers’ Confidence in Testing Techniques Doesn’t Always Match Reality

This study shows that developers’ perceptions of how effective their testing techniques are often don’t align with reality. Through replicated experiments, the research finds that confidence is shaped by perceived application success rather than actual defect detection. The results suggest developers should rely less on intuition and more on empirical feedback, tooling, and evidence-based guidance when evaluating software quality.