Why Your Best Engineers Write the Most Bugs, CodeGood
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High-performing engineers often introduce more bugs than their peers, not due to carelessness but because they ship more code, tackle harder problems, and take calculated risks. Organizations that optimize for low bug counts inadvertently incentivize engineers to avoid ambitious work. The optimal bug rate isn't zero—it's the rate that emerges when engineers work on appropriately challenging problems at sustainable pace. Effective quality management focuses on customer-impacting incidents, recovery time, and business value delivered rather than raw bug counts. Bugs serve as valuable diagnostic information about problem difficulty and risk distribution when interpreted correctly.
