Various aspects of the subject technology related to systems and methods for generating a human-readable, language-independent stack trace summary. A system may be configured to receive error reports which include a language-dependent stack trace generated in response to a software test failure and metadata. The generated language-dependent stack trace includes one or more frames. The system may generate a language-independent stack trace summary by processing each frame of the language-dependent stack trace by removing line number values from each of the one or more frames, removing column number values from each of the one or more frames, collapsing one or more file names identified in each of the one or more frames, and removing spaces from each of the one or more frames. The system may output the generated language-independent stack trace summary.