# Governance and Decision Frameworks Achieving cloud agnosticism requires organizational discipline beyond technical implementation: #### Architectural Review Processes Formal review of dependencies on provider-specific services ensures conscious decisions about portability trade-offs. Not every service needs to be completely portable, but dependencies should be explicit and justified. #### Portability Testing Regular testing of deployment to alternative providers validates portability claims and identifies drift. Automated testing can include periodic deployment to secondary providers as part of continuous integration pipelines. #### Vendor Relationships Cloud-agnostic architecture should inform procurement and contract negotiations. Service level agreements, data export requirements, and exit assistance provisions become more negotiable when alternatives exist. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.cdpi.dev/technical-notes/cloud-agnostic-deployment-of-dpi-and-data-portability/governance-and-decision-frameworks.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.