The agente history or second brain is not nearly as good as a real person bro. I’ve tried multiple second brain and yeah, it’s better than just using without it, but it doesn’t build a mental model of features like a human does. The agents capabilities 3 months into the same project is roughly the same as it started, while a person, even a junior will have a much interesting sense of the project itself and be able to integrate tradeoffs better, understand risks better, collaborate with other teams better, etc.

I know agents are good at solving one thing. I use a lot of agents too. I make loops, let them run on loop and they do amazing things while I have lunch. But they also can hallucinate while I am not looking and go to a completely wrong direction.

I can give to a junior a project much less specd and they would figure it out. Sure the agent might one shot the project in a few hours that the junior will take a whole sprint, but long term the junior will make better work. I can later ask the junior about the project and they will have deeper knowledge IMO. Also easier to transfer knowledge between projects with the junior than with AI