Coding assistants/agents/claws whatever the current trend is are over-hyped but also quite useful in good hands.

But the mistake is to expect a huge productivity boost.

This is highly related to Amdahl's law, also The Mythical Man-Month.

Some tasks can be accomplished so fast that it seems magical, but the entire process is still very serial, architecture design and debug are pretty weak on the AI side.