diff --git a/.github/workflows/deploy-fastapi.yml b/.github/workflows/deploy-fastapi.yml
index a87c064d..7d68d7bd 100644
--- a/.github/workflows/deploy-fastapi.yml
+++ b/.github/workflows/deploy-fastapi.yml
@@ -31,6 +31,9 @@ jobs:
           echo "OPENAI_API_KEY=${{ secrets.OPENAI_API_KEY }}" >> .env.prod
           echo "MODE=prd" >> .env.prod
           echo "APP_NAME=pre-processing" >> .env.prod
+          echo "GRAFANA_CLOUD_PROMETHEUS_URL=${{ secrets.GRAFANA_CLOUD_PROMETHEUS_URL }}" >> .env.prod
+          echo "GRAFANA_CLOUD_PROMETHEUS_USER=${{ secrets.GRAFANA_CLOUD_PROMETHEUS_USER }}" >> .env.prod
+          echo "GRAFANA_CLOUD_API_KEY=${{ secrets.GRAFANA_CLOUD_API_KEY }}" >> .env.prod
 
       - name: Set repo lowercase
         run: echo "REPO_LC=${GITHUB_REPOSITORY,,}" >> $GITHUB_ENV
@@ -64,6 +67,16 @@ jobs:
           target: "~/app"
           overwrite: true
 
+      - name: Copy agent-config to FastAPI EC2
+        uses: appleboy/scp-action@v0.1.7
+        with:
+          host: ${{ secrets.FASTAPI_SERVER_HOST }}
+          username: ubuntu
+          key: ${{ secrets.SERVER_SSH_KEY }}
+          source: "docker/production-fastapi/agent-config.yml"
+          target: "~/app"
+          overwrite: true
+
       - name: Deploy on EC2
         uses: appleboy/ssh-action@v1.0.3
         with:
diff --git a/apps/pre-processing-service/app/core/config.py b/apps/pre-processing-service/app/core/config.py
index c6f31f49..9580934b 100644
--- a/apps/pre-processing-service/app/core/config.py
+++ b/apps/pre-processing-service/app/core/config.py
@@ -87,6 +87,10 @@ class BaseSettingsConfig(BaseSettings):
     loki_password: str
     loki_port: int = 3100
 
+    grafana_cloud_prometheus_url: Optional[str] = None
+    grafana_cloud_prometheus_user: Optional[str] = None
+    grafana_cloud_api_key: Optional[str] = None
+
     # 테스트/추가용 필드
     openai_api_key: Optional[str] = None  # << 이 부분 추가
 
diff --git a/apps/pre-processing-service/app/core/logging_config.py b/apps/pre-processing-service/app/core/logging_config.py
index bffca718..a511aee2 100644
--- a/apps/pre-processing-service/app/core/logging_config.py
+++ b/apps/pre-processing-service/app/core/logging_config.py
@@ -14,17 +14,22 @@
 def setup_file_logging():
     """
     PromTail을 통해 Loki로 전송하기 위한 파일 로깅 설정
+    환경변수 MODE에 따라 개발/운영 환경 분리
     """
     # 기존 loguru 핸들러 제거 (기본 콘솔 출력 제거)
     logger.remove()
 
-    log_dir = "../../docker/local/logs/develop"
+    mode = os.getenv("MODE", "dev").lower()
 
-    # 로그 디렉토리가 없으면 생성
-
-    # 로그 파일 경로 설정
-    log_file_path = log_dir + "/pre-processing-app.log"
-    error_log_file_path = log_dir + "/pre-processing-app-error.log"
+    if mode == "prd":
+        log_dir = "/logs/production"
+        log_file_path = f"{log_dir}/app.log"
+        error_log_file_path = f"{log_dir}/error.log"
+    else:
+        # 개발환경: 기존 로컬 경로
+        log_dir = "../../docker/local/logs/develop"
+        log_file_path = f"{log_dir}/pre-processing-app.log"
+        error_log_file_path = f"{log_dir}/pre-processing-app-error.log"
 
     # trace_id를 포함한 간단한 포맷 문자열 사용
     def add_trace_id_filter(record):
diff --git a/apps/pre-processing-service/app/main.py b/apps/pre-processing-service/app/main.py
index 4bbf3ff1..1ea95694 100644
--- a/apps/pre-processing-service/app/main.py
+++ b/apps/pre-processing-service/app/main.py
@@ -4,6 +4,7 @@
 from starlette.exceptions import HTTPException as StarletteHTTPException
 from fastapi.exceptions import RequestValidationError
 from app.middleware.ServiceLoggerMiddleware import ServiceLoggerMiddleware
+from prometheus_fastapi_instrumentator import Instrumentator
 
 # 파일 로깅 설정 초기화
 from app.core.logging_config import setup_file_logging
@@ -19,6 +20,11 @@
 # --- FastAPI 애플리케이션 인스턴스 생성 ---
 app = FastAPI(title="pre-processing-service", description="", version="1.0.0")
 
+# --- Prometheus 메트릭스 설정 ---
+instrumentator = Instrumentator()
+instrumentator.instrument(app)
+instrumentator.expose(app, endpoint="/actuator/prometheus")
+
 # --- 예외 핸들러 등록 ---
 # 등록 순서가 중요합니다: 구체적인 예외부터 등록하고 가장 일반적인 예외(Exception)를 마지막에 등록합니다.
 app.add_exception_handler(CustomException, custom_exception_handler)
diff --git a/apps/pre-processing-service/poetry.lock b/apps/pre-processing-service/poetry.lock
index 1c39c240..ca5c20ab 100644
--- a/apps/pre-processing-service/poetry.lock
+++ b/apps/pre-processing-service/poetry.lock
@@ -1803,6 +1803,37 @@ files = [
     {file = "poetry_core-2.2.0.tar.gz", hash = "sha256:b4033b71b99717a942030e074fec7e3082e5fde7a8ed10f02cd2413bdf940b1f"},
 ]
 
+[[package]]
+name = "prometheus-client"
+version = "0.23.1"
+description = "Python client for the Prometheus monitoring system."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "prometheus_client-0.23.1-py3-none-any.whl", hash = "sha256:dd1913e6e76b59cfe44e7a4b83e01afc9873c1bdfd2ed8739f1e76aeca115f99"},
+    {file = "prometheus_client-0.23.1.tar.gz", hash = "sha256:6ae8f9081eaaaf153a2e959d2e6c4f4fb57b12ef76c8c7980202f1e57b48b2ce"},
+]
+
+[package.extras]
+twisted = ["twisted"]
+
+[[package]]
+name = "prometheus-fastapi-instrumentator"
+version = "7.1.0"
+description = "Instrument your FastAPI app with Prometheus metrics"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "prometheus_fastapi_instrumentator-7.1.0-py3-none-any.whl", hash = "sha256:978130f3c0bb7b8ebcc90d35516a6fe13e02d2eb358c8f83887cdef7020c31e9"},
+    {file = "prometheus_fastapi_instrumentator-7.1.0.tar.gz", hash = "sha256:be7cd61eeea4e5912aeccb4261c6631b3f227d8924542d79eaf5af3f439cbe5e"},
+]
+
+[package.dependencies]
+prometheus-client = ">=0.8.0,<1.0.0"
+starlette = ">=0.30.0,<1.0.0"
+
 [[package]]
 name = "propcache"
 version = "0.3.2"
@@ -3398,4 +3429,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.14"
-content-hash = "6e10697924e89b5c0f7c3f6ecd79fb64ac412ac2240f75565d6ea5feb3a89a20"
+content-hash = "42274fd00aedabf70dc419acd06e2f25b5c69b58b7bf76eef2ea7a9df6470b2c"
diff --git a/apps/pre-processing-service/pyproject.toml b/apps/pre-processing-service/pyproject.toml
index 672bf645..84a957b9 100644
--- a/apps/pre-processing-service/pyproject.toml
+++ b/apps/pre-processing-service/pyproject.toml
@@ -36,6 +36,8 @@ dbutils=">=3.1.2,<4.0.0"
 onnxruntime = "^1.22.1"
 openai = "^1.107.3"
 aiohttp = "^3.12.15"
+prometheus-client = "^0.23.1"
+prometheus-fastapi-instrumentator = "^7.1.0"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/FastApiTaskRunner.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/FastApiTaskRunner.java
similarity index 91%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/FastApiTaskRunner.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/FastApiTaskRunner.java
index 5a36afa3..c7a62c97 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/FastApiTaskRunner.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/FastApiTaskRunner.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner;
+package site.icebang.domain.workflow.runner.fastapi;
 
 import org.springframework.http.HttpMethod;
 import org.springframework.stereotype.Component;
@@ -10,6 +10,7 @@
 
 import site.icebang.domain.execution.model.TaskRun;
 import site.icebang.domain.workflow.model.Task;
+import site.icebang.domain.workflow.runner.TaskRunner;
 import site.icebang.external.fastapi.adapter.FastApiAdapter;
 
 @Component("fastapiTaskRunner")
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/BlogPublishBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/BlogPublishBodyBuilder.java
similarity index 97%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/BlogPublishBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/BlogPublishBodyBuilder.java
index 07f0480b..94613f64 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/BlogPublishBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/BlogPublishBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 import java.util.Optional;
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/BlogRagBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/BlogRagBodyBuilder.java
similarity index 96%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/BlogRagBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/BlogRagBodyBuilder.java
index 49ff52e8..ad22a58d 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/BlogRagBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/BlogRagBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 import java.util.Optional;
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/KeywordSearchBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/KeywordSearchBodyBuilder.java
similarity index 93%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/KeywordSearchBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/KeywordSearchBodyBuilder.java
index f1bd5509..17add786 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/KeywordSearchBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/KeywordSearchBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductCrawlBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductCrawlBodyBuilder.java
similarity index 95%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductCrawlBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductCrawlBodyBuilder.java
index 5522b7fb..138e95d0 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductCrawlBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductCrawlBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 import java.util.Optional;
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductMatchBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductMatchBodyBuilder.java
similarity index 96%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductMatchBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductMatchBodyBuilder.java
index 4d92bde3..65e693f3 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductMatchBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductMatchBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 import java.util.Optional;
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductSearchBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductSearchBodyBuilder.java
similarity index 94%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductSearchBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductSearchBodyBuilder.java
index e7cc9f89..d594e4e2 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductSearchBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductSearchBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductSimilarityBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductSimilarityBodyBuilder.java
similarity index 96%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductSimilarityBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductSimilarityBodyBuilder.java
index d8964f2c..45f19ad8 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/ProductSimilarityBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/ProductSimilarityBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 import java.util.Optional;
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/TaskBodyBuilder.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/TaskBodyBuilder.java
similarity index 92%
rename from apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/TaskBodyBuilder.java
rename to apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/TaskBodyBuilder.java
index 0d807d86..04dacef4 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/body/TaskBodyBuilder.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/runner/fastapi/body/TaskBodyBuilder.java
@@ -1,4 +1,4 @@
-package site.icebang.domain.workflow.runner.body;
+package site.icebang.domain.workflow.runner.fastapi.body;
 
 import java.util.Map;
 
diff --git a/apps/user-service/src/main/java/site/icebang/domain/workflow/service/WorkflowExecutionService.java b/apps/user-service/src/main/java/site/icebang/domain/workflow/service/WorkflowExecutionService.java
index d142b630..60da5863 100644
--- a/apps/user-service/src/main/java/site/icebang/domain/workflow/service/WorkflowExecutionService.java
+++ b/apps/user-service/src/main/java/site/icebang/domain/workflow/service/WorkflowExecutionService.java
@@ -27,7 +27,7 @@
 import site.icebang.domain.workflow.model.Job;
 import site.icebang.domain.workflow.model.Task;
 import site.icebang.domain.workflow.runner.TaskRunner;
-import site.icebang.domain.workflow.runner.body.TaskBodyBuilder;
+import site.icebang.domain.workflow.runner.fastapi.body.TaskBodyBuilder;
 
 @Slf4j
 @Service
diff --git a/docker/production-fastapi/agent-config.yml b/docker/production-fastapi/agent-config.yml
new file mode 100644
index 00000000..7119a4e3
--- /dev/null
+++ b/docker/production-fastapi/agent-config.yml
@@ -0,0 +1,32 @@
+server:
+  log_level: info
+
+prometheus:
+  wal_directory: /tmp/grafana-agent-wal
+  global:
+    scrape_interval: 15s
+    external_labels:
+      cluster: production
+      service: pre-processing-service
+
+  configs:
+    - name: pre-processing-service-metrics
+      remote_write:
+        - url: ${GRAFANA_CLOUD_PROMETHEUS_URL}
+          basic_auth:
+            username: ${GRAFANA_CLOUD_PROMETHEUS_USER}
+            password: ${GRAFANA_CLOUD_API_KEY}
+
+      scrape_configs:
+        - job_name: 'pre-processing-service'
+          static_configs:
+            - targets: ['pre-processing-service:8000']
+          metrics_path: '/actuator/prometheus'
+          scrape_interval: 15s
+          params:
+            format: ['prometheus']
+
+        - job_name: 'node-exporter'
+          static_configs:
+            - targets: ['node-exporter:9100']
+          scrape_interval: 15s
\ No newline at end of file
diff --git a/docker/production-fastapi/docker-compose.yml b/docker/production-fastapi/docker-compose.yml
index 8dd5dbb8..c22a3833 100644
--- a/docker/production-fastapi/docker-compose.yml
+++ b/docker/production-fastapi/docker-compose.yml
@@ -14,6 +14,8 @@ services:
       - promtail
     env_file:
       - .env.prod
+    networks:
+      - app-network
 
   promtail:
     image: grafana/promtail:2.9.0
@@ -31,7 +33,47 @@ services:
         hard: 65535
     env_file:
       - .env.prod
+    networks:
+      - app-network
+
+  grafana-agent:
+    image: grafana/agent:latest
+    container_name: grafana-agent
+    restart: unless-stopped
+    volumes:
+      - ./agent-config.yml:/etc/agent/agent.yml:ro
+    networks:
+      - app-network
+    env_file:
+      - .env.prod
+    command:
+      - --config.file=/etc/agent/agent.yml
+      - --config.expand-env=true
+
+  node-exporter:
+    image: prom/node-exporter:latest
+    container_name: node-exporter
+    restart: unless-stopped
+    ports:
+      - "127.0.0.1:9100:9100"  # localhost에서만 접근
+    volumes:
+      - /proc:/host/proc:ro
+      - /sys:/host/sys:ro
+      - /:/rootfs:ro
+    command:
+      - '--path.procfs=/host/proc'
+      - '--path.rootfs=/rootfs'
+      - '--path.sysfs=/host/sys'
+      - '--collector.filesystem.mount-points-exclude=^/(sys|proc|dev|host|etc)($$|/)'
+    networks:
+      - app-network
+
+
 
 volumes:
   logs_volume:
     driver: local
+
+networks:
+  app-network:
+    driver: bridge