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Knowledge Challenge

A friend thinks you can answer this question about Test Automation Strategy

Your CI pipeline takes 47 minutes. The test suite has 12,000 tests, 95% of which are E2E selenium tests. The team has a flake rate of 8% and runs each PR 3-4 times to get green. What's the highest-leverage fix?