What Happened

Refined routing logic. Expanded mini-agent team from 5 to 10 roles. Implemented cost-based model selection. Achieved 69% cost savings through intelligent routing.

Feedback loop: failures → analysis → rules → improvements. Framework matured through repeated cycles.

Proof

10-role orchestration verified

69% cost savings achieved through Nemotron routing

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