1. A computing system, comprising: at least one computing device processor; and a memory device including instructions that, when executed by the at least one computing device processor, enable the computing system to: receive a configuration request that specifies a configuration to be implemented in a target computing system; compile at least one component into an application package, the at least one component including at least one or more software modules for the configuration to be implemented at the target computing system; determine an instruction for installing the application package, the instruction specifying at least one test to be performed with the application package at the target computing system; store a configuration specification, the configuration specification being generated based at least in part on the configuration request; index the configuration specification using a client identifier associated with the target computing system; send the application package and the instruction to the target computing system based on the index; cause the application package to be installed at the target computing system based on the configuration specification; and cause the at least one test to be performed at the target computing system, the configuration being rolled back upon any test of the at least one test not satisfying at least one pass criterion.