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A UI that trusts a stored verdict keeps the old state alive

Python and databases

Symptom

Data fixed; the screen still shows the old verdict (a failure badge, an old count).

Fix

Recompute on read. Stored values are a cache, not a source of truth. Recompute in both the list and the detail view.