Company
Date Published
Author
Harness Team
Word count
1205
Language
English
Hacker News points
None

Summary

Harness Service Reliability Management conducted an analysis revealing that 97% of logged errors in production environments are caused by only 10 unique exceptions, with the NullPointerException being the most prevalent, accounting for 70%. This information allows teams to focus on resolving the most significant errors, thereby enhancing system reliability. The study, based on data from over a thousand applications, also highlights other common exceptions, such as NumberFormatException, IllegalArgumentException, and RuntimeException, each contributing to the error landscape to varying degrees. The findings underscore the importance of addressing these recurring exceptions to improve software performance and reliability, aligning with the Pareto principle where a small number of causes lead to the majority of issues. By leveraging tools like Harness, teams can quickly identify and rectify these top exceptions, fostering a more efficient and error-resilient production environment.