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ramkry-greenon You Don't Need AI to Generate Code

Absolutely, drop a link when your workbench is live, i will check it out.

ramkry-greenon You Don't Need AI to Generate Code

Spot on—focusing AI on strict specification design rather than raw code generation fixes the core issue of probabilistic drift, giving us deterministic safety with modern speed

ramkry-greenon How I Read Books

I take a similar approach with technical write-ups and complex systems models, I skim for structural concepts first, jump to the core formulas/mechanics later