A method for generating one or more instructions for execution by a solver layer comprising a common interface provided by a software development kit, wherein the one or more instructions are generated by a digital computer comprising at least one computer processor and memory, the digital computer coupled to a quantum-ready or quantum-enabled computing system comprising the solver layer, and wherein the solver layer executes the one or more instructions to generate an output, the method comprising: a. accepting user input from an application at an application interface, which application is executed on the digital computer; b. implementing one or more algorithms of a plurality of algorithms, at an algorithms layer, that are solved heuristically or exactly depending at least in part on requirements of the user input, wherein the one or more algorithms abstract away a complexity of the application and wherein the plurality of algorithms is configured to transform the problem into one or more instructions in polynomial unconstrained binary optimization form, wherein the transformation comprises at least one transformation selected from the group consisting of transformation of the PUBO to a QUBO, Ising Support, polynomial structures and operations, search in binary space, and random polynomial generators; c. transforming the one or more algorithms from the application space into the one or more instructions in polynomial unconstrained binary optimization form, wherein the transformation comprises at least one transformation selected from the group consisting of transformation of the PUBO to a QUBO, Ising Support, polynomial structures and operations, search in binary space, and random polynomial generators; and d. executing the one or more instructions in polynomial unconstrained binary optimization form at the common interface of the solver layer, wherein the common interface comprises a chosen polynomial unconstrained binary optimization solver of a plurality of polynomial unconstrained binary optimization solvers, and wherein the common interface provides an interface that is agnostic to quantum or classical computers. a. accepting user input from an application at an application interface, which application is executed on the digital computer; b. implementing one or more algorithms of a plurality of algorithms, at an algorithms layer, that are solved heuristically or exactly depending at least in part on requirements of the user input, wherein the one or more algorithms abstract away a complexity of the application and wherein the plurality of algorithms is configured to transform the problem into one or more instructions in polynomial unconstrained binary optimization form, wherein the transformation comprises at least one transformation selected from the group consisting of transformation of the PUBO to a QUBO, Ising Support, polynomial structures and operations, search in binary space, and random polynomial generators; c. transforming the one or more algorithms from the application space into the one or more instructions in polynomial unconstrained binary optimization form, wherein the transformation comprises at least one transformation selected from the group consisting of transformation of the PUBO to a QUBO, Ising Support, polynomial structures and operations, search in binary space, and random polynomial generators; and d. executing the one or more instructions in polynomial unconstrained binary optimization form at the common interface of the solver layer, wherein the common interface comprises a chosen polynomial unconstrained binary optimization solver of a plurality of polynomial unconstrained binary optimization solvers, and wherein the common interface provides an interface that is agnostic to quantum or classical computers.