Described embodiments include methods and systems for managing client-side services. An intermediary may receive metadata from a first client device of the plurality of client devices. The metadata can include runtime characteristics of a first instance of a service that is incorporated into a client-side application or a web application. The first instance may execute on the first client device and request service data from the at least one server. The intermediary can detect an anomaly in the operation of the first instance of the service. The intermediary can identify an operation of the first instance of the service causing the detected anomaly. The intermediary can, responsive to the detected anomaly, cause delay, removal or modification of operations corresponding to the identified operation, in other instances of the service executing on the plurality of client devices.