The New Frontier: Managing Human+AI Agent Software Development Teams
DevOps.com, Tuesday, November 3rd, 2026
SmartBear's Alex Zavorski says hybrid human and AI development teams need stronger testing, governance and human accountability.
Alex Zavorski, SVP of product management at SmartBear, writes that nearly seven in 10 U.S. software experts say AI writes or accelerates 41% or more of their code, while non-technical staff and autonomous agents increasingly contribute.
SmartBear's 2026 survey of 1,436 U.S. and U.K. practitioners found 46% of teams have shipped AI-generated code that later failed in production.
He argues a human must remain at the end of the chain of custody for quality, acting more as verifier than creator.
Leaders should recognize staff concerns, match tools to each team's AI maturity, double down on testing, and fix fundamentals such as documentation and governance.