Which popular beliefs about GenAI and software engineering hold up to research?

2026-06-03

Research shows that AI's productivity impact is limited because developers only spend 14% of their time writing code, and AI output often requires extensive debugging due to a lack of trust. To achieve meaningful gains, engineering leaders must shift their focus from individual coding assistance to systematic development process redesigns, such as streamlining code reviews.