Presentation for #PyConUS2022 about Fides, the open-source, Python based privacy engineering platform. This presentation covers: 1. An overview of #privacyascode - The challenges of data privacy for engineering teams - How privacy-as-code can solve this 2. Getting started with Fides privacy engineering platform - Summary of Fides - Configuration and getting started - The Fides privacy taxonomy - Core Fides resources and concepts 3. Automating policy checks in your CI pipeline - Describing a systems privacy behavior - Declaring a dataset in Fides - Checking policies as part of your CI pipeline 4. Automated data subject rights (DSR) in your production runtime - Processing a data subject request (DSR) - Modifying a dataset and reflecting this in the runtime data model - Executing a new request in production against the updated model