AI is already transforming the work of developers, operations, and security teams. Code automation, co-pilots, agents, and new monitoring requirements: roles are evolving faster than organizational charts. How can we adapt responsibilities, levels of expertise, and collaboration methods without compromising production? A strategic reflection on the balance between human teams and augmented systems.