Research → draft → critique → refine — each cycle multiplies your Claude bill.
Run the free audit →Agent loops compound. Each beat charges. Teams quoting client margin that Claude is quietly eating.
Three patterns dominate the waste on this workload: (1) context that gets re-sent on every request; (2) retry loops on parse failures or validation errors; (3) agent/reviewer chains where intermediate steps re-read content they already processed. AIUsage's audit identifies which of the three is eating your bill.
Across six audited Claude workloads, the measured savings were 76–84% on the same prompts, blind A/B tested. see the verified case →
Audit my own agent research loops workload →