When integrating AI into your software development processes, the methodology you use to build software is as important as the models themselves. At Red Hat, we believe the true value of AI emerges when it is integrated into transparent, scalable, and reliable enterprise workflows. We're moving beyond traditional development practices toward a new agentic software development life cycle (SDLC). Within Red Hat AI Engineering, this approach treats AI agents not as isolated, automated tools, but as active, collaborative participants in the development lifecycle—helping drive progress from the i