1. A method for providing automated detection and correction of software build violations executed by at least a hardware processor of a computing device, the method comprising: storing, by at least the hardware processor, a plurality of build patterns correlated to a plurality of remediation solutions in a knowledge database, stored in a memory, wherein the plurality of build patterns are related to a plurality of build violations that have occurred during prior software builds; monitoring, by at least the hardware processor, at least one build log data structure, stored in the memory, of build data generated during an execution of a software build of a software application, that converts source code into complied binary code during a first compilation; analyzing, by at least the hardware processor executing stored instructions, the build data in the memory against a set of known patterns to identify known patterns within the build data that can result in build violations associated with the converting of the source code into the complied binary code, wherein the identified known patterns are identified during the first compilation of the source code into the complied binary code, wherein an identified known pattern is an indicator of a potential future build violation; identifying, by at least the hardware processor, at least one remediation solution assigned within the knowledge database to the identified known patterns; and transforming, by at least the hardware processor, the software application by automatically applying the at least one remediation solution to modify code of the software application to eliminate the potential future build violation to avoid aborting the software build of the first compilation, wherein the transforming comprises applying the at least one remediation solution to the source code at build time during the first compilation before occurrence of the potential future build violation; and wherein the transforming performs automated detection and correction of the software build violations during the first compilation before occurrence of the potential future build violation to improve a build cycle time of the software build and reduce computing resource consumption used for the software build.