ramkry-green

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

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

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