The Chainlink Runtime Environment (CRE) represents a transformative development in the creation of decentralized applications by significantly simplifying the process of integrating complex onchain and offchain services. This innovation reduces the time and effort required to build projects, such as the Automated Portfolio Manager, which previously demanded extensive manual integration of multiple services. By providing a unified workflow, CRE abstracts away the complexity of system orchestration, allowing developers to focus on outcomes rather than intricate implementation details. This advancement not only enhances the developer experience but also accelerates innovation in Web3 by making previously impractical ideas feasible. As a central component of Chainlink's mission to facilitate blockchain innovation, CRE empowers developers to build sophisticated, verifiably-run applications with greater efficiency and creativity.