In the context of autonomic computing, by taking advantage of the non-monotonic knowledge representation and reasoning mechanisms of defeasible logic, a flexible Agent model is proposed, which is capable of accepting the real-time rule modifications, flexibly handling the run-time rule conflicts, and providing efficient non-monotonic reasoning functions. The flexible agent is both autonomous and controllable, and is able to cooperate with other Agents via contracts in an open and dynamic environment.