diff --git a/episodes/2026-03-03.md b/episodes/2026-03-03.md
index d68749cc4c0..2e564ad4bf0 100644
--- a/episodes/2026-03-03.md
+++ b/episodes/2026-03-03.md
@@ -220,3 +220,9 @@ Files edited (5):
 ## 14:33 - PR review: paper-dynasty-database#38 — offense_col default_factory fix (APPROVED)
 - **Type:** workflow
 - **Tags:** pr-reviewer, paper-dynasty-database, pydantic, python, fastapi, bug-fix
+
+## 14:33 - PR review: paper-dynasty-database#38 (APPROVED)
+- **Type:** workflow
+- **Tags:** pr-reviewer, paper-dynasty-database, automation
+- **Memory:** [pr-review-paper-dynasty-database38-approved-4ae48b](graph/workflows/pr-review-paper-dynasty-database38-approved-4ae48b.md)
+- **Summary:** Reviewed paper-dynasty-database PR #38 — fix: use Field(default_factory) for offense_col random