diff --git a/episodes/2026-03-03.md b/episodes/2026-03-03.md
index 207f6064b0a..13c7a5c91f9 100644
--- a/episodes/2026-03-03.md
+++ b/episodes/2026-03-03.md
@@ -553,3 +553,9 @@ Session size: 39 messages, 14 tool calls
 - **Tags:** issue-poller, paper-dynasty-database, automation
 - **Memory:** [issue-poller-paper-dynasty-database8-success-924c52](graph/workflows/issue-poller-paper-dynasty-database8-success-924c52.md)
 - **Summary:** Attempted paper-dynasty-database#8 — Use constant-time comparison for bearer token validation.
+
+## 23:48 - PR review: paper-dynasty-database#56 (APPROVED)
+- **Type:** workflow
+- **Tags:** pr-reviewer, paper-dynasty-database, automation
+- **Memory:** [pr-review-paper-dynasty-database56-approved-fb8a26](graph/workflows/pr-review-paper-dynasty-database56-approved-fb8a26.md)
+- **Summary:** Reviewed paper-dynasty-database PR #56 — fix: use constant-time comparison for bearer token