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Learn effective debugging techniques inspired by scientific methods in this 10-minute conference talk that tackles complex, recurring software issues. Discover a systematic approach combining observation, hypothesis formation, and experimentation to resolve persistent bugs that impact team morale and project timelines. Through three detailed case studies - addressing non-deterministic tests, CI infrastructure stability, and production downtime - explore practical applications of scholarly practices that make debugging more predictable and efficient. Master scalable debugging strategies that can be implemented across engineering teams and develop habits that transform challenging debugging scenarios into manageable, systematic processes.