A recent lunch with my good friend Prashanth sparked a realization about the rapidly shifting landscape of software engineering. Amidst catching up, he pointed out a looming industry paradox, as AI accelerates our coding speed, the role of Quality Assurance (QA) becomes exponentially more critical, not less. I couldn't agree more.Historically, an average developer might write 500 to 2,000 lines of production-grade code in a month. Today, with AI coding agents developer generate that same volume in a single hour. However, verifying the integrity, security, and true intent of this machine-generated code is the new industry bottleneck. Traditional code reviews...