Coding agent is a perfect simulation of a junior developer working under you. Developer that will tell you - “yes I can do that” about any language and any problem and will never ask you any questions trying very hard to appear competent.

Your job is to put them in constraints and give granular and clear tasks. Be aware that junior developer has very basic knowledge about architecture.

The good is that it does not simulate that part when developer tries shift blame or pin it on you. Because you’re to blame at all times.