Scaling exposes design flaws.

I analyzed what breaks AI systems at scale:

👉• Cost models that fluctuate under demand.
👉• Execution ordering that shifts during congestion.
👉• External memory dependencies.

Autonomy doesn’t fail at launch.
It fails under sustained load.

Infrastructure that keeps costs predictable and behavior consistent turns scale into efficiency — not fragility.

That distinction defines sustainability.
@Vanarchain $VANRY #Vanar #vanar