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Myles Katt's avatar

I appreciate how you built short term, long term, and awareness of the difference between the two into your system. I think that's what's been missing from mine. I did my first scheduling experiment with Gemini today and I have to say it was somewhat liberating.

Pawel Jozefiak's avatar

Two skills is smart and I should have started there honestly. I built a much bigger system instead (full autonomous agent running over 3,000 tasks, product creation, analytics, the works) and the lesson was identical: simpler setups produce better outcomes every time.

The cognitive burden of managing the management system becomes its own productivity tax that nobody accounts for. There's an optimal complexity level for these things and I overshot it dramatically before figuring out I needed to scale back. Less really is more with AI tooling.

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