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Some New Software Error Trends Based on Airbrake's 2022 Error Data Report

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The 2022 Airbrake Error Data Report dives into error trends based on nearly 2 billion occurrences from over 12,000 Airbrake projects.

Some trends we have discovered based on our data:

  • Around 5% of all projects produce multiple thousands of errors every month

  • One-third of all software projects fix their errors in less than 2 weeks

  • 75.7% of all Java projects contain java.lang.NullPointerException

  • 57% of all Golang Projects contain *errors.errorString

  • 53.3% of all Ruby projects contain *NoMethodError

  • 28.3% of all Python projects contain a ConnectionError

  • 19.3% of all JavaScript projects contain a SecurityError

Read the full report here: https://airbrake.io/blog/2022-airbrake-error-data-report

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