The demand for highly available software systems has increased dramatically over the past several years. Such systems must be developed using a discipline that supports unanticipated runtime evolution. We characterize the desiderata of a programming model that provides such support, and describe the design and implementation of an architecture satisfying these criteria. The Dynamic Reconfiguration Subsystem (DRSS) is an interceptor-based open container architecture that supports the development of highly available systems by enabling the scalable, dynamic deployment of cross-cutting software modifications. We have implemented a prototype of DRSS using Microsoft's .NET Framework.