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+---
+id: 7bd51c9a-e144-424e-be80-e6f5802e155c
+type: workflow
+title: "PR review: paper-dynasty-database#44 (APPROVED)"
+tags: [pr-reviewer, paper-dynasty-database, automation]
+importance: 0.5
+confidence: 0.8
+created: "2026-03-03T23:18:08.136310+00:00"
+updated: "2026-03-03T23:18:08.136310+00:00"
+---
+
+Reviewed paper-dynasty-database PR #44 — fix: batch-fetch PitchingCardRatings instead of per-row queries (#19). Verdict: APPROVED. Summary: Clean, correct N+1 fix. Single batch SELECT replaces 2N per-row queries with 1 query + O(1) dict lookups. Key alignment verified, empty-input edge case safe, no security issues. Posted as COMMENT (Git. Cost: $0.41740375