SYSTEMS AND METHODS FOR DISCOVERY AND GENERALIZED EXPERIMENTATION WITH DIFFERENT TYPES OF SOFTWARE COMPONENTS

A device may store, in a data structure, a plurality of feature variants associated with a schema of software and signatures generated based on the schema, and may provide a user interface that requests experiment information. The device may receive, via the user interface, the experiment information, and may identify, in the data structure, a set of feature variants, from the plurality of feature variants, based on the experiment information. The device may identify a set of corresponding signatures for the set of feature variants and may compare signatures of the set of corresponding signatures to identify compliant signatures of the set of corresponding signatures. The device may generate compliant feature variants based on the compliant signatures and may define segments and metrics. The device may generate the software experiment based on the compliant feature variants, the segments, and the metrics, and may execute the software experiment to generate results.