Adding Complexity Reduced My AI Cost by 41%

The author demonstrates how consolidating four separate AI tools into a single unified tool reduced token consumption by 41% and costs by 93% per 1,000 workflows, while improving success rates from 87% to 94%. The counterintuitive insight is that despite increased internal complexity, structured unified outputs are more efficient for LLMs to process than fragmented tool chains with inconsistent formats.