This story describes the development of the Apache::LogFormat::Compiler (ALFC) module by an operations engineer to optimize logging performance in a web application. The original PM::AccessLog module was identified as a performance bottleneck by profiling tools. Several optimizations were tried, including the PM::AxsLog middleware, but it only supported fixed log formats. The operations engineer then created ALFC to compile log formats to Perl code for improved performance. It allowed the AxsLog middleware to be updated, achieving a 5x performance gain in logging. This addressed the original developer's need to customize log formats and store additional fields in logs.