In a recent TechTarget article, TestRail Chief Product Officer JD Burke says AI-assisted coding can accelerate software development, but organizations need strong governance and human oversight to avoid introducing security, quality, and maintenance risks. He says engineering teams should treat AI as a productivity tool, not a replacement for developer expertise, to ensure code is reliable, secure, and production ready.