This episode focuses on privacy risk management across the full software development lifecycle, because CIPT scenarios often test whether you can prevent problems early and maintain controls as systems evolve and eventually retire. We define SDLC privacy risk as the set of failures that occur when privacy requirements are missing, misunderstood, or not validated during design, build, test, deploy, operate, and decommission phases. You will learn how to embed privacy checkpoints into each stage, such as requiring data flow and purpose documentation during ideation, running risk triggers for DPIAs at design, validating consent and retention controls during testing, and performing production verification after deployment. We also cover operational phases that are often overlooked, including monitoring for drift, handling feature flags, controlling access changes, and managing vendor updates that alter data processing. Troubleshooting includes managing agile teams that ship frequently, ensuring privacy debt is tracked like technical debt, and planning decommissioning so data is deleted or archived appropriately with evidence. By the end, you will be able to select exam answers that reflect a lifecycle mindset, showing that privacy is sustained through continuous engineering and governance, not a one-time review. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with.