diff --git a/src/main/resources/application.yml b/src/main/resources/application.yml
index 42e507d6..e8e7e7f0 100644
--- a/src/main/resources/application.yml
+++ b/src/main/resources/application.yml
@@ -83,8 +83,6 @@ server:
   domain: ${SERVER_DOMAIN:localhost}
   forward-headers-strategy: native
 
-
-
 scheduler:
   enabled: true
 
@@ -93,24 +91,6 @@ webhook:
   discord:
     url: ${DISCORD_WEBHOOK_URL}
 
-recommendation:
-  knn-search-size: 80
-  num-candidates: 180
-  mmr-final-size: 30
-  lambda: 0.95
-  active-user-hours: 24
-  # 임베딩 가중치 설정 (합계 1.0)
-  embedding-weights:
-    title: 0.4      # 제목 중요도 50%
-    summary: 0.4    # 요약 중요도 50%
-    content: 0.2    # 콘텐츠 청크 중요도 0% (제외)
-  # 시간 감쇠 가중치 설정
-  time-decay:
-    days-7: 1.3      # 최근 7일: +30%
-    days-30: 1.0     # 최근 30일: 변화 없음
-    days-90: 0.7     # 최근 90일: -30%
-    days-over: 0.4   # 90일 이상: -60%
-
 # Resilience4j 설정 (LLM API 호출용)
 resilience4j:
   circuitbreaker:
@@ -165,20 +145,4 @@ resilience4j:
         exponential-max-wait-duration: 10s
         retry-exceptions:
           - com.techfork.global.llm.exception.LlmNetworkException
-          - com.techfork.global.llm.exception.LlmRateLimitException
-
----
-spring:
-  config:
-    activate:
-      on-profile: local
----
-spring:
-  config:
-    activate:
-      on-profile: local-tunnel
----
-spring:
-  config:
-    activate:
-      on-profile: dev
+          - com.techfork.global.llm.exception.LlmRateLimitException
\ No newline at end of file
diff --git a/src/test/resources/application-integrationtest.yml b/src/test/resources/application-integrationtest.yml
index 7f14bcf9..7f57abe0 100644
--- a/src/test/resources/application-integrationtest.yml
+++ b/src/test/resources/application-integrationtest.yml
@@ -92,22 +92,6 @@ webhook:
   discord:
     url: http://test-webhook-url
 
-recommendation:
-  knn-search-size: 100
-  num-candidates: 200
-  mmr-final-size: 30
-  lambda: 0.95
-  active-user-hours: 24
-  embedding-weights:
-    title: 0.5
-    summary: 0.5
-    content: 0.0
-  time-decay:
-    days-7: 1.3
-    days-30: 1.0
-    days-90: 0.7
-    days-over: 0.4
-
 resilience4j:
   circuitbreaker:
     configs: