diff --git a/Makefile b/Makefile
index cbb93dac4..b48fde9b9 100644
--- a/Makefile
+++ b/Makefile
@@ -6,6 +6,7 @@ KB_DEPLOY_NAME := coze-loop
 KB_CHART_PATH :=./release/deployment/helm-chart/charts
 KB_UMBRELLA_PATH :=./release/deployment/helm-chart/umbrella
 
+DOCKER_COMPOSE_DIR := ./release/deployment/docker-compose
 #demo-mini:
 #	kubectl -n ingress-nginx patch svc ingress-nginx-controller -p '{"spec":{"type":"LoadBalancer"}}' service/ingress-nginx-controller patched \
 #    kubectl -n ingress-nginx get svc ingress-nginx-controller -w # 夯住
@@ -89,6 +90,116 @@ kb-up-%:
 kb-clean:
 	helm list -n $(KB_NAMESPACE) -q | xargs -r -n1 helm uninstall -n $(KB_NAMESPACE)
 
+compose%:
+	@case "$*" in \
+	  -up) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      up ;; \
+	  -down) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      down ;; \
+	  -down-v) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      down -v ;; \
+	  -up-dev) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose-dev.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      up --build ;; \
+	  -down-dev) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose-dev.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      down ;; \
+	  -down-v-dev) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose-dev.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      down -v ;; \
+	  -up-debug) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose-debug.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      up --build ;; \
+	  -down-debug) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose-debug.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      down ;; \
+	  -down-v-debug) \
+	    docker compose \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose.yml \
+	      -f $(DOCKER_COMPOSE_DIR)/docker-compose-debug.yml \
+	      --env-file $(DOCKER_COMPOSE_DIR)/.env \
+	      --profile "*" \
+	      down -v ;; \
+	  -help|*) \
+	    echo "Usage:"; \
+	    echo "  make compose-up               # up base"; \
+	    echo "  make compose-down             # down base"; \
+	    echo "  make compose-down-v           # down base + volumes"; \
+	    echo "  make compose-up-dev           # up base + dev (build)"; \
+	    echo "  make compose-down-dev         # down base + dev"; \
+	    echo "  make compose-down-v-dev       # down base + dev + volumes"; \
+	    echo "  make compose-up-debug         # up base + debug (build)"; \
+	    echo "  make compose-down-debug       # down base + debug"; \
+	    echo "  make compose-down-v-debug     # down base + debug + volumes"; \
+	    echo; \
+	    echo "Notes:"; \
+	    echo "  - '--profile \"*\"' is only meaningful for 'up'; it's not required for 'down'."; \
+	    echo "  - When you used multiple -f files for 'up', run 'down' with the same -f set."; \
+	    exit 1 ;; \
+	esac
+
+debug:
+	docker compose \
+		-f ./release/deployment/docker-compose/docker-compose.yml \
+		-f ./release/deployment/docker-compose/debug/docker-compose.yml \
+		--env-file ./release/deployment/docker-compose/.env \
+		--profile "*" \
+		up --build
+
+debug-app:
+	docker compose \
+		-f ./release/deployment/docker-compose/docker-compose.yml \
+		-f ./release/deployment/docker-compose/debug/remote/docker-compose.yml \
+		--env-file ./release/deployment/docker-compose/.env \
+		--profile "app" \
+		up
+
+debug-compose:
+	docker compose \
+    		-f ./release/deployment/docker-compose/docker-compose.yml \
+    		-f ./release/deployment/docker-compose/debug/remote/docker-compose.yml \
+    		--profile "*" \
+    		config
+
+debug-down-v:
+	docker compose \
+    		-f ./release/deployment/docker-compose/docker-compose.yml \
+    		-f ./release/deployment/docker-compose/debug/docker-compose.yml \
+    		--profile "*" \
+    		down -v
+
 up:
 	docker compose -f ./release/deployment/docker-compose/docker-compose.yml --env-file ./release/deployment/docker-compose/.env --profile "*" up
 
@@ -162,79 +273,3 @@ clean-all:
 	@echo "Pruning builder and system..."
 	@docker builder prune -a -f
 	@docker system prune -a --volumes -f
-
-build_server:
-	@echo "Building image..."
-	@bash $(BUILD_SERVER_SCRIPT)
-
-sync_db:
-	@echo "Syncing database..."
-	@docker compose -f $(COMPOSE_FILE) --env-file $(ENV_FILE) --profile mysql-setup up -d
-
-dump_db: dump_sql_schema
-	@echo "Dumping database..."
-	@bash $(DUMP_DB_SCRIPT)
-
-sql_init:
-	@echo "Init sql data..."
-	@docker compose -f $(COMPOSE_FILE) --env-file $(ENV_FILE) --profile mysql-setup up -d
-
-middleware:
-	@echo "Start middleware docker environment for opencoze app"
-	@docker compose -f $(COMPOSE_FILE) --env-file $(ENV_FILE) --profile middleware up -d --wait
-
-
-web:
-	@echo "Start web server in docker"
-	@docker compose -f $(COMPOSE_FILE) --env-file $(ENV_FILE) --profile '*' up -d --wait
-
-#down:
-#	@echo "Stop all docker containers"
-#	@docker compose -f $(COMPOSE_FILE) --profile '*' down
-
-clean: down
-	@echo "Remove docker containers and volumes data"
-	@rm -rf ./docker/data
-
-python:
-	@echo "Setting up Python..."
-	@bash $(SETUP_PYTHON_SCRIPT)
-
-dump_sql_schema:
-	@echo "Dumping mysql schema to $(MYSQL_SCHEMA)..."
-	@. $(ENV_FILE); \
-	{ echo "SET NAMES utf8mb4;\nCREATE DATABASE IF NOT EXISTS opencoze COLLATE utf8mb4_unicode_ci;"; atlas schema inspect -u $$ATLAS_URL --format "{{ sql . }}" --exclude "atlas_schema_revisions,table_*" | sed 's/CREATE TABLE/CREATE TABLE IF NOT EXISTS/g'; } > $(MYSQL_SCHEMA)
-	@sed -I '' -E 's/(\))[[:space:]]+CHARSET utf8mb4/\1 ENGINE=InnoDB CHARSET utf8mb4/' $(MYSQL_SCHEMA)
-	@echo "Dumping mysql schema to helm/charts/opencoze/files/mysql ..."
-	@cp $(MYSQL_SCHEMA) ./helm/charts/opencoze/files/mysql/
-	@cp $(MYSQL_INIT_SQL) ./helm/charts/opencoze/files/mysql/
-
-atlas-hash:
-	@echo "Rehash atlas migration files..."
-	@(cd ./docker/atlas && atlas migrate hash)
-
-setup_es_index:
-	@echo "Setting up Elasticsearch index..."
-	@bash $(ES_SETUP_SCRIPT)  --index-dir $(ES_INDEX_SCHEMA) --docker-host false
-
-help:
-	@echo "Usage: make [target]"
-	@echo ""
-	@echo "Targets:"
-	@echo "  debug            - Start the debug environment."
-	@echo "  env              - Setup env file."
-	@echo "  fe               - Build the frontend."
-	@echo "  server           - Build and run the server binary."
-	@echo "  build_server     - Build the server binary."
-	@echo "  sync_db          - Sync opencoze_latest_schema.hcl to the database."
-	@echo "  dump_db          - Dump the database to opencoze_latest_schema.hcl and migrations files."
-	@echo "  sql_init         - Init sql data..."
-	@echo "  dump_sql_schema  - Dump the database schema to sql file."
-	@echo "  middleware       - Setup middlewares docker environment, but exclude the server app."
-	@echo "  web              - Setup web docker environment, include middlewares docker."
-	@echo "  down             - Stop the docker containers."
-	@echo "  clean            - Stop the docker containers and clean volumes."
-	@echo "  python           - Setup python environment."
-	@echo "  atlas-hash       - Rehash atlas migration files."
-	@echo "  setup_es_index   - Setup elasticsearch index."
-	@echo "  help             - Show this help message."
diff --git a/release/deployment/docker-compose/.env b/release/deployment/docker-compose/.env
index e63af422f..42a17ea2b 100644
--- a/release/deployment/docker-compose/.env
+++ b/release/deployment/docker-compose/.env
@@ -3,6 +3,7 @@ COZE_LOOP_APP_IMAGE_REGISTRY=compose-cn-beijing.cr.volces.com
 COZE_LOOP_APP_IMAGE_REPOSITORY=coze
 COZE_LOOP_APP_IMAGE_NAME=coze-loop
 COZE_LOOP_APP_IMAGE_TAG=latest
+COZE_LOOP_APP_DEBUG_PORT=40000
 
 # redis
 COZE_LOOP_REDIS_IMAGE_REGISTRY=docker.io
diff --git a/release/deployment/docker-compose/docker-compose-debug.yml b/release/deployment/docker-compose/docker-compose-debug.yml
new file mode 100644
index 000000000..5730fefca
--- /dev/null
+++ b/release/deployment/docker-compose/docker-compose-debug.yml
@@ -0,0 +1,50 @@
+services:
+  app:
+    build:
+      context: ../../..
+      dockerfile: ./release/image/debug.Dockerfile
+    image: "coze/coze-loop:debug"
+    ports:
+      - "${COZE_LOOP_APP_DEBUG_PORT}:40000"
+    entrypoint:
+      - sh
+      - -c
+      - |
+        exec 2>&1
+        set -e
+
+        print_banner() {
+          msg="$$1"
+          side=30
+          content=" $$msg "
+          content_len=$${#content}
+          line_len=$$((side * 2 + content_len))
+
+          line=$$(printf '*%.0s' $$(seq 1 "$$line_len"))
+          side_eq=$$(printf '*%.0s' $$(seq 1 "$$side"))
+
+          printf "%s\n%s%s%s\n%s\n" "$$line" "$$side_eq" "$$content" "$$side_eq" "$$line"
+        }
+
+        print_banner "Starting..."
+
+        export ROCKETMQ_GO_LOG_LEVEL=error
+
+        (
+          while true; do
+            if sh /coze-loop/bootstrap/healthcheck.sh; then
+              print_banner "Completed!"
+              break
+            else
+              sleep 1
+            fi
+          done
+        )&
+
+        exec dlv \
+          exec /coze-loop/bin/main \
+            --headless \
+            --listen=:40000 \
+            --api-version=2 \
+            --accept-multiclient \
+            --log
\ No newline at end of file
diff --git a/release/deployment/docker-compose/docker-compose-dev.yml b/release/deployment/docker-compose/docker-compose-dev.yml
new file mode 100644
index 000000000..b096015e4
--- /dev/null
+++ b/release/deployment/docker-compose/docker-compose-dev.yml
@@ -0,0 +1,7 @@
+services:
+
+  app:
+    build:
+      context: ../../..
+      dockerfile: ./release/image/Dockerfile
+    image: "coze/coze-loop:dev"
\ No newline at end of file
diff --git a/release/deployment/docker-compose/docker-compose.yml b/release/deployment/docker-compose/docker-compose.yml
index a70a543ed..535565b61 100644
--- a/release/deployment/docker-compose/docker-compose.yml
+++ b/release/deployment/docker-compose/docker-compose.yml
@@ -10,7 +10,7 @@ services:
     volumes:
       - nginx_data:/coze-loop/resources
       - ./bootstrap/app:/coze-loop/bootstrap
-      - ./bootstrap/app/model_config.yaml:/coze-loop/conf/model_config.yaml
+      - ./model_config.yaml:/coze-loop/conf/model_config.yaml
     depends_on:
       redis:
         condition: service_healthy
diff --git a/release/deployment/docker-compose/bootstrap/app/model_config.yaml b/release/deployment/docker-compose/model_config.yaml
similarity index 100%
rename from release/deployment/docker-compose/bootstrap/app/model_config.yaml
rename to release/deployment/docker-compose/model_config.yaml
diff --git a/release/image/debug.Dockerfile b/release/image/debug.Dockerfile
new file mode 100644
index 000000000..c37039e42
--- /dev/null
+++ b/release/image/debug.Dockerfile
@@ -0,0 +1,28 @@
+# golang极简镜像，编译拿到服务端产物
+FROM golang:1.24-alpine AS backend_builder
+
+# 1. 安装git(用于下载go mod依赖)
+RUN apk add --no-cache git
+
+# 2. 安装dlv(用于调试)
+RUN go install "github.com/go-delve/delve/cmd/dlv@v1.25.1"
+
+WORKDIR /coze-loop
+
+# 2. 下载并缓存go mod依赖
+COPY ./backend/go.mod ./backend/go.sum /coze-loop/src/backend/
+RUN go mod download -C ./src/backend -x
+
+# 3. 编译服务端
+COPY ./backend/ /coze-loop/src/backend/
+RUN mkdir -p ./bin && \
+    go -C /coze-loop/src/backend build -gcflags="all=-N -l" -buildvcs=false -o /coze-loop/bin/main "./cmd"
+
+# 最终镜像(coze-loop)，极简镜像
+FROM compose-cn-beijing.cr.volces.com/coze/coze-loop:latest
+
+WORKDIR /coze-loop
+
+# 抽产物
+COPY --from=backend_builder /coze-loop/bin/main /coze-loop/bin/main
+COPY --from=backend_builder /go/bin/dlv /usr/local/bin/dlv
\ No newline at end of file