AI coding agents are becoming very capable, but I think the bigger challenge for engineering teams is control rather than raw coding ability.
A developer can give an agent a task and let it start coding immediately, but in a real engineering process there are usually several steps first:
Requirement Planning Scope Review Human Approval Implementation Pull Request
This is one of the main ideas behind AI Pipeline.