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mdgld

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Future child psychiatrist, amateur data scientist. Design and photos on the side.

Contact for inquiries: mdgld@berkeley.edu

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GPT-5.6 13 days ago

Same, I think you both have great points. Idk how you can debug effectively (the model itself) without reasoning traces

GPT-5.6 13 days ago

Why waste time say lot word when few word do trick?

GPT-5.6 13 days ago

I always expose reasoning traces. How else can you seriously debug?

That’s why I like things like oh-my-pi and lazypi, nothing’s stopping you from modifying it after you install; I find that when I’m working on my own sometimes I brick myself into a corner and it’s nice to see someone else’s starting point for reference.

I’ve tried quite a few, from oh-my-openagent’s gargantuan hooks+plugin system to minimal add-i like wozcode, and I’ve been most impressed by that (wozcode) and oh-my-pi. I get that pi is supposed to be roll-your-own but I think OMP’s config is a great starting point; pi removed all the fluff and OMP added just enough orchestration and tooling back in to take things to the next level. Wozcode is great if you like CC because it doesn’t mess with the fundamentals, it just adds things like batching for efficiency—CC’s system prompt alone is absurd.

Caveat: I’m a data scientist/researcher, not a professional SWE, so take my experiences with a grain of salt. I’m just a python monkey most of the time

Hy3 13 days ago

It depends on model size I think, but yeah, from my understanding at ~30B and below Q6 or even Q4 will get you 95%+ of the way there