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Telling my agents to stop testing until we finish exploring was a big improvement. Tests are cheap now so I figured it wouldn’t hurt, but the iteration drag was killing me.

I was doing perf work and the agents wanted to test every experiment and measure every possible factor and I thought… wait how would I do this? Thats right I’d comment out systems and turn off fsyncs until I found the perf limiter.

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I had to do similar with setting a goal for model performance. the agent was micro-benchmarking when most of the gains aren't there, they're in pipelining to keep the gpu hot, so I told it to stop the micro-benchmarking and focus on flows. progress sped up a lot from there