I think it reduces the limitations of LLMs somewhat for some tasks but it's not perfect either. If I had to create an analogy, it looks like the agents are work

I think it reduces the limitations of LLMs somewhat for some tasks but it's not perfect either. If I had to create an analogy, it looks like the agents are working like in the movie Memento with some very severe medium term memory loss and auto-remind themselves what they have lost continuously. Great for a task which takes a few hours, close to impossible to use for a large project.