I've written many variations of my own "quick, take a note!" app, and they all succumb to the same problem: I can't safely write a note when I'm in a car.
Driving by myself and listening to podcasts is when I have so many thoughts I want to write down.
If you must hold the context for 8 agents in your head at once, your expertise as an engineer is wasted.
See https://emsh.cat/one-human-one-agent-one-browser/ - One man + one agent in 72 hours, did better than thousands of agents over weeks.
Staying focused on one or two important tasks still works. You won't fall behind.