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Leaderboard Race Condition Testing Playbook

Stop silent scoring bugs before production. Master the systematic method to identify and test the race conditions that 80% of developers miss, with real-world case studies and a debugging checklist for code review.

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Test Pattern 1: Lost Update Detection Create 100 concurrent tasks that each increment a user's score by 1. Each task reads the current score, adds 1, writes it back. Run synchronously with zero delays. Verify final score equals 100. If it's less, you have lost updates. Expected behavior: Score is exactly 100. What to expect when broken: Score is 47, 52, 68, varies each run. Execute this immediately after your score update endpoint is deployed. Run it five times in succession. If any run produces a score below 95, halt the deployment.

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