← Module 12 overview
Module 12 · Project 6 · Due the date on Canvas · Interactive Dashboards with Shiny · adaptive competency DV20

Debug the Shiny app before publication

Mission progress0%

Begin by defining a KPI that can be reproduced.

Module 12 · Step 4 of 9 · Challenge10–12 min

Why this lab Repair a broken Shiny app and watch each fix land in the running dashboard.

Repair three common failures: reading an input outside a reactive context, forgetting to call a reactive expression, and rendering a small-cell value without a guard.

Shiny debugger loading…

Production blueprintA minimal accessible `app.R`