Modern integrated development environments (IDEs) provide various automated code
suggestion techniques (eg, code completion and code generation) to help developers …

Logging practices have been extensively investigated to assist developers in writing
appropriate logging statements for documenting software behaviors. Although numerous …

Log analysis is one of the main techniques that engineers use for troubleshooting large-
scale software systems. Over the years, many supervised, semi-supervised, and …

The code review comment (CRC) is pivotal in the process of modern code review. It provides
reviewers with the opportunity to identify potential bugs, offer constructive feedback, and …

Log anomaly detection has become a common practice for software engineers to analyze
software system behavior. Despite significant research efforts in log anomaly detection over …

This study explores the challenges with utilizing application logs for incident response or
forensic analysis. Application logs have the potential to significantly enhance security …

Reusing third-party libraries increases productivity and saves time and costs for developers.
However, the downside is the presence of vulnerabilities in those libraries, which can lead to …

Developers often insert temporary" print" or" log" instructions into their code to help them
better understand runtime behavior, usually when the code is not behaving as they …

Developers use logging statements to monitor software, but misleading logs can complicate
maintenance by obscuring actual activities. Existing research on logging quality issues is …

The test failure causes analysis is critical since it determines the subsequent way of
handling different types of bugs, which is the prerequisite to get the bugs properly analyzed …