A 31-developer survey found that LLM-generated explanations of GitHub Actions failures are perceived as correct and clear for simple logs, but less useful for complex CI/CD failures.
A framework for automating the measurement of devops research and assess- ment (dora) metrics,
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Explaining GitHub Actions Failures with Large Language Models: Challenges, Insights, and Limitations
A 31-developer survey found that LLM-generated explanations of GitHub Actions failures are perceived as correct and clear for simple logs, but less useful for complex CI/CD failures.