Expand vs
Refine

• Refinement sharpens focus.
• Expansion broadens scope.

Understanding this duality is crucial for system architects. When the core logic holds, refine the parameters. When the constraints limit potential, expand the boundaries. Suboptimal scaling often results from misapplying these principles during rapid deployment.