Optimize build pipeline with turn budgets, model defaults, and fast-path#16

AbirAbbas wants to merge 7 commits intomainAgent-Field/SWE-AF:mainfrom

feature/245713fa-optimize-build-pipelineAgent-Field/SWE-AF:feature/245713fa-optimize-build-pipelineCopy head branch name to clipboard