Data is received characterizing a plurality of virtual resources executing application code and deployed within a remote computing environment. The remote computing environment is providing a first configuration of computing resources for execution of the plurality of virtual resources. Resource consumption information associated with the plurality of virtual resources is monitored via an application programing interface of the remote computing environment. A second configuration of computing resources for the plurality of virtual resources is determined using a set of rules and the resource consumption information. A request is transmitted to the remote computing environment to provide the second configuration of computing resources for execution of the plurality of virtual resources. Related apparatus, systems, techniques and articles are also described.