I did something like this last summer where I gave the agents tools to manage their memories. There was a paper recently about achieving error-free long task sequences with checking agents and towers of hannoi memory that got amazing results.
I spent a lot of time creating a way for agents to track their work, and keep going. A few days ago, I found Steve Yegge's ‘beads’ project.
(see here: https://github.com/steveyegge/beads).
It is good and solves the problem. It's fun watching all these new tools show up. Programming is new again.
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