AWS is addressing the complexity of large-scale legacy updates with the Learn-Scale-Improve Flywheel framework, which uses bulk automation to coordinate transformations across hundreds of repositories. By utilizing AI agents to capture tribal knowledge and organizational context, companies have reduced modernization timelines from 12 weeks down to just 2.5 weeks while significantly lowering total effort hours.