1. A method implemented by a computing device, the method comprising: in response to an execution of a software build of a software application, monitoring, by at least a processor of the computing device, at least one build log data structure, stored in a memory, of build data generated during the execution of the software build of the software application; analyzing, by at least the processor executing stored instructions, the build data in the memory to detect patterns that can result in build violations; matching at least one of the patterns detected by the analyzing to at least one remediation solution stored in a knowledge database; and transforming, by at least the processor, the software application by automatically applying the at least one remediation solution to modify code of the software application to eliminate at least one build violation to avoid aborting the software build.