Dynamic failure-resolution computing engine

A method for dynamically resolving a failure occurring to an application in an environment, the method comprising:

• receiving historic observations from a plurality of sources associated with an application executing in the environment;
• storing the plurality of historic observations in a memory location associated with the application;
• monitoring the application using an adaptive monitoring model, the adaptive monitoring model comprising a first set of dynamic attributes for the application and a second set of dynamic attributes for the application, wherein:
• the second set of dynamic attributes is dependent on a current set of values assigned to the first set of dynamic attributes;
• the application is monitored once during each monitoring cycle;
• and
• at least once during each monitoring cycle, the second set of dynamic attributes are adjusted based on the current set of values of the first set of dynamic attributes;
• determining, based on the monitoring, a failure occurring in the application;
• determining, based on the determined failure, the monitoring and the received historic observations, an executable for failure remediation;
• simulating the executable remediating the application failure in a simulation environment, said simulation environment comprising graphic models, meta representations, functional simulators and pattern models;
• generating a script for remediating the application failure in the environment upon the determination that the executable remediates the application failure in the simulation environment;
• executing the script on the application in the environment;
• and
• deleting the script form the environment.