... Both: consistent and cheaper. Pipeline became more reliable and overall quality improved. Comment from Anastasiia(@alieksia): @artk  Yes, this as well. Fewer steps, stronger prompt - it made more difference than we expected. Comment from Artur Kuznetsov(@artk): @gerald_don  yes, the prompts became much cleaner and easier to maintain too. Comment from Anastasiia(@alieksia): @ella_reyes1  Sadly, yes, at first we tried to add more agents into the pipeline, stricter rules, but results became even worse ...