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AGENTS.md doesn't fall out of the context window so you just put whatever commands you use in there. Every time it gets too big you rewrite it.

Never had an issue doing this

How long have you had an agent performing the same task, or trying to improve performance towards the same outcome?

I’m not really talking about coding. I’m talking about autonomy.

All day every day is the answer.