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I'm working on a large Java monolith (~2M LOC) with frequent flaky builds and long CI times. After profiling our pipeline and codebase, I implemented several changes that reduced CI time by ~45% and cut flaky builds from ~12% to ~2%. Sharing what worked and hoping to hear your experiences. In response, the community is adapting