How I designed the governance and validation layer for ClinVista, an internal Shiny data-review platform — and why it survived the decision to replace the platform itself.
Build clinical TFL mock shells, review variable bindings, and export documents and SAS/R program scaffolds with a free browser tool and a practical walkthrough.
Where ChatGPT, Claude, and Copilot genuinely save time in SAS and R clinical programming, where they fail, and how to use them inside auditable GxP workflows.
Why pharma is moving from SAS to R, what breaks in practice (procedures, XPT files, QC), and how to migrate a validated macro library without a rewrite.