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> I use it daily as a knowledge accumulator, research assistant, and autonomous task runner for my side projects. The memory compounds — every session makes the next one better.

Can you explain how that works? The `MEMORY.md` is able to persists session history. But it seems that it's necessary for the user to add to that file manually.

An automated way to achieve this would be awesome.

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> An automated way to achieve this would be awesome.

The author can easily do this by creating a simple memory tool call, announcing it in the prompt to the LLM, and having it call the tool.

I wrote an agent harness for my own use that allows add/remove memories and the AI uses it as you would expect - to keep notes for itself between sessions.

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