diff --git a/episodes/2026-03-03.md b/episodes/2026-03-03.md
index 69126e29fd5..3dc40e5da38 100644
--- a/episodes/2026-03-03.md
+++ b/episodes/2026-03-03.md
@@ -363,3 +363,7 @@ Session size: 39 messages, 14 tool calls
 - **Tags:** issue-poller, paper-dynasty-database, automation
 - **Memory:** [issue-poller-paper-dynasty-database18-success-78d7e0](graph/workflows/issue-poller-paper-dynasty-database18-success-78d7e0.md)
 - **Summary:** Attempted paper-dynasty-database#18 — Batch BattingCard/BattingCardRatings lookups in lineup
+
+## 17:48 - PR review: paper-dynasty-database#45 — batch BattingCard/BattingCardRatings lookups (APPROVED)
+- **Type:** workflow
+- **Tags:** pr-reviewer, paper-dynasty-database, python, peewee, performance, batch-query, sqlite