Redefine offers four selection modes to optimize testing. Discover mode collects data for improved predictions. Optimize mode runs relevant tests within a time budget. Fail-Fast mode stops CI runs if tests fail within the budget, or runs all tests if they pass. Prioritize mode reorders tests for faster feedback, especially when integrated with Redefine Slack or a first-fail testing framework.