Researcher Slashes AI Agent Usage by 45% After Burning Through Claude's Token Limit in 30 Minutes
A researcher burns through his entire Claude Max token limit in just 30 minutes after launching 111 AI agents, then redesigns his pipeline by assigning cheaper models to basic tasks, reserving frontier models for planning only, and enforcing strict verification rules — cutting agent usage by 45% and extending research …