A method for predictive loading of software resources in a web application includes predicting a future state of the web application, determining the software resources required by the first predicted future state, and loading the software resources required by the first predicted future state. Determining that future predicated state further includes determining an associated probability for each possible future state in the first set of possible future states, identifying, from the first set of possible future states, a first predicted future state with the highest associated probability, and predicting a first set of possible future states based on a current state, run-time application context, and either use case data or historical application usage data.