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cs.SE2026
Is Three the Magic Number? An Empirical Evaluation of LLM-Based Repair Loops
Tobias Kiecker, Eik Reichmann, Hosung Kang +2
Iterative repair loops have become a core design pattern in LLM-based software engineering systems. These workflows repeatedly generate, validate, and repair artifacts using feedba…
cs.SE2026
CASCADE: Detecting Inconsistencies between Code and Documentation with Automatic Test Generation
Tobias Kiecker, Jan Arne Sparka, Martin Reuter +2
Maintaining consistency between code and documentation is a crucial yet frequently overlooked aspect of software development. Even minor mismatches can confuse API users, introduce…
cs.SE2025
How Execution Features Relate to Failures: An Empirical Study and Diagnosis Approach
Marius Smytzek, Martin Eberlein, Lars Grunske +1
Fault localization is a fundamental aspect of debugging, aiming to identify code regions likely responsible for failures. Traditional techniques primarily correlate statement execu…