diff --git a/apps/api/src/jobs/incident_analysis_sweeper.py b/apps/api/src/jobs/incident_analysis_sweeper.py
index 6bac9998..2730c2bf 100644
--- a/apps/api/src/jobs/incident_analysis_sweeper.py
+++ b/apps/api/src/jobs/incident_analysis_sweeper.py
@@ -36,6 +36,8 @@ _MAX_BATCH = 5                # 每批最多 5 個
 _SEMAPHORE_LIMIT = 3          # 最多 3 個並發 AI 分析
 _DONE_MARKER_PREFIX = "sweeper_done:"   # 輕量標記：已觸發過分析
 _DONE_MARKER_TTL = 3600                 # 1 小時 TTL，後續由 get_or_create 去重
+# 2026-04-16 ogt: 只處理 48h 內的 incident，避免首次啟動把所有歷史舊案洗版到 Telegram
+_MAX_INCIDENT_AGE_HOURS = 48
 
 
 async def run_incident_analysis_sweeper() -> None:
@@ -81,9 +83,30 @@ async def _sweep_once(sem: asyncio.Semaphore) -> None:
     if not incidents:
         return
 
+    # 過濾：只處理 48h 內的 incident（避免首次啟動把全部歷史舊案洗版 Telegram）
+    from datetime import datetime, timezone, timedelta
+    now_utc = datetime.now(timezone.utc)
+    cutoff = now_utc - timedelta(hours=_MAX_INCIDENT_AGE_HOURS)
+
+    recent_incidents = []
+    for incident in incidents:
+        created = getattr(incident, "created_at", None)
+        if created:
+            # 確保 created_at 有時區資訊
+            if created.tzinfo is None:
+                created = created.replace(tzinfo=timezone.utc)
+            if created >= cutoff:
+                recent_incidents.append(incident)
+        else:
+            # 沒有 created_at 的舊資料：跳過
+            pass
+
+    if not recent_incidents:
+        return
+
     # 找出尚未觸發過分析的 (用輕量標記，不掃描 decision:DEC-* 全集)
     unanalyzed = []
-    for incident in incidents:
+    for incident in recent_incidents:
         done_key = f"{_DONE_MARKER_PREFIX}{incident.incident_id}"
         if not await redis.exists(done_key):
             unanalyzed.append(incident)