diff --git a/Jenkinsfile b/Jenkinsfile
new file mode 100644
index 0000000..cb54035
--- /dev/null
+++ b/Jenkinsfile
@@ -0,0 +1,236 @@
+pipeline {
+    agent any
+
+    options {
+        disableConcurrentBuilds()
+        buildDiscarder(logRotator(numToKeepStr: '20'))
+        skipDefaultCheckout(true)
+    }
+
+    parameters {
+        string(
+            name: 'ACR_REGISTRY',
+            defaultValue: '',
+            description: 'ACR 登录域名，不包含 https://，优先使用与 ACK 同 VPC 的内网域名'
+        )
+        string(name: 'ACR_NAMESPACE', defaultValue: 'wonderq', description: 'ACR 命名空间')
+        string(name: 'API_REPOSITORY', defaultValue: 'wonderq-api', description: 'API 镜像仓库名')
+        string(name: 'ADMIN_REPOSITORY', defaultValue: 'wonderq-admin-ui', description: 'Admin UI 镜像仓库名')
+        string(name: 'ACK_NAMESPACE', defaultValue: 'wonderq-prod', description: 'ACK Kubernetes 命名空间')
+        string(name: 'API_DEPLOYMENT', defaultValue: 'wonderq-api', description: 'API Deployment 名称')
+        string(name: 'API_CONTAINER', defaultValue: 'api', description: 'API Deployment 中的容器名称')
+        string(name: 'ADMIN_DEPLOYMENT', defaultValue: 'wonderq-admin-ui', description: 'Admin UI Deployment 名称')
+        string(name: 'ADMIN_CONTAINER', defaultValue: 'admin-ui', description: 'Admin UI Deployment 中的容器名称')
+        string(
+            name: 'ADMIN_API_BASE_URL',
+            defaultValue: '',
+            description: 'Admin UI 构建时的 API 地址；ALB 使用同域名 /api 分流时保持为空'
+        )
+        string(
+            name: 'ACR_CREDENTIALS_ID',
+            defaultValue: 'acr-push-credential',
+            description: 'Jenkins 中 ACR 用户名密码 Credential ID'
+        )
+        string(
+            name: 'ACK_KUBECONFIG_CREDENTIALS_ID',
+            defaultValue: 'ack-prod-kubeconfig',
+            description: 'Jenkins 中 ACK kubeconfig Secret File Credential ID'
+        )
+        booleanParam(name: 'DEPLOY_TO_ACK', defaultValue: true, description: '推送镜像后是否更新 ACK Deployment')
+    }
+
+    environment {
+        DOCKER_BUILDKIT = '1'
+    }
+
+    stages {
+        stage('Checkout') {
+            steps {
+                checkout scm
+                script {
+                    def commit = sh(script: 'git rev-parse --short=12 HEAD', returnStdout: true).trim()
+                    env.IMAGE_TAG = "${commit}-${env.BUILD_NUMBER}"
+                    env.API_IMAGE = "${params.ACR_REGISTRY}/${params.ACR_NAMESPACE}/${params.API_REPOSITORY}"
+                    env.ADMIN_IMAGE = "${params.ACR_REGISTRY}/${params.ACR_NAMESPACE}/${params.ADMIN_REPOSITORY}"
+                }
+            }
+        }
+
+        stage('Validate') {
+            steps {
+                sh '''
+                    set -eu
+
+                    if [ -z "$ACR_REGISTRY" ]; then
+                      echo "ACR_REGISTRY 不能为空" >&2
+                      exit 1
+                    fi
+
+                    case "$ACR_REGISTRY" in
+                      *://*)
+                        echo "ACR_REGISTRY 只填写域名，不要包含协议" >&2
+                        exit 1
+                        ;;
+                    esac
+
+                    command -v docker >/dev/null
+                    docker version >/dev/null
+
+                    if [ "$DEPLOY_TO_ACK" = "true" ]; then
+                      command -v kubectl >/dev/null
+                    fi
+                '''
+            }
+        }
+
+        stage('Build API') {
+            steps {
+                sh '''
+                    set -eu
+                    docker build \
+                      --tag "$API_IMAGE:$IMAGE_TAG" \
+                      WonderQ-Admin
+                '''
+            }
+        }
+
+        stage('Test API') {
+            steps {
+                sh '''
+                    set -eu
+
+                    test_container=''
+                    cleanup_test_container() {
+                      if [ -n "$test_container" ]; then
+                        docker rm --force "$test_container" >/dev/null 2>&1 || true
+                      fi
+                    }
+                    trap cleanup_test_container EXIT
+
+                    test_container="$(docker create \
+                      --entrypoint python \
+                      "$API_IMAGE:$IMAGE_TAG" \
+                      -m pytest)"
+                    docker cp WonderQ-Admin/tests/. "$test_container:/app/tests"
+                    docker start --attach "$test_container"
+                '''
+            }
+        }
+
+        stage('Build Admin UI') {
+            steps {
+                sh '''
+                    set -eu
+                    docker build \
+                      --build-arg "VITE_API_BASE_URL=$ADMIN_API_BASE_URL" \
+                      --tag "$ADMIN_IMAGE:$IMAGE_TAG" \
+                      WonderQ-Admin-UI
+
+                    docker run --rm \
+                      --entrypoint nginx \
+                      "$ADMIN_IMAGE:$IMAGE_TAG" \
+                      -t
+                '''
+            }
+        }
+
+        stage('Push Images') {
+            steps {
+                withCredentials([
+                    usernamePassword(
+                        credentialsId: params.ACR_CREDENTIALS_ID,
+                        usernameVariable: 'ACR_USERNAME',
+                        passwordVariable: 'ACR_PASSWORD'
+                    )
+                ]) {
+                    sh '''
+                        set -eu
+                        set +x
+
+                        docker_config="$(mktemp -d)"
+                        export DOCKER_CONFIG="$docker_config"
+                        cleanup_docker_config() {
+                          docker logout "$ACR_REGISTRY" >/dev/null 2>&1 || true
+                          rm -rf -- "$docker_config"
+                        }
+                        trap cleanup_docker_config EXIT
+
+                        printf '%s' "$ACR_PASSWORD" | docker login \
+                          --username "$ACR_USERNAME" \
+                          --password-stdin \
+                          "$ACR_REGISTRY"
+
+                        docker push "$API_IMAGE:$IMAGE_TAG"
+                        docker push "$ADMIN_IMAGE:$IMAGE_TAG"
+                    '''
+                }
+            }
+        }
+
+        stage('Deploy ACK') {
+            when {
+                expression { params.DEPLOY_TO_ACK }
+            }
+            steps {
+                withCredentials([
+                    file(
+                        credentialsId: params.ACK_KUBECONFIG_CREDENTIALS_ID,
+                        variable: 'ACK_KUBECONFIG'
+                    )
+                ]) {
+                    sh '''
+                        set -eu
+
+                        kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                          --namespace "$ACK_NAMESPACE" \
+                          get deployment "$API_DEPLOYMENT" >/dev/null
+
+                        kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                          --namespace "$ACK_NAMESPACE" \
+                          get deployment "$ADMIN_DEPLOYMENT" >/dev/null
+
+                        kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                          --namespace "$ACK_NAMESPACE" \
+                          set image "deployment/$API_DEPLOYMENT" \
+                          "$API_CONTAINER=$API_IMAGE:$IMAGE_TAG"
+
+                        if ! kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                          --namespace "$ACK_NAMESPACE" \
+                          rollout status "deployment/$API_DEPLOYMENT" --timeout=300s; then
+                          kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                            --namespace "$ACK_NAMESPACE" \
+                            rollout undo "deployment/$API_DEPLOYMENT" || true
+                          exit 1
+                        fi
+
+                        kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                          --namespace "$ACK_NAMESPACE" \
+                          set image "deployment/$ADMIN_DEPLOYMENT" \
+                          "$ADMIN_CONTAINER=$ADMIN_IMAGE:$IMAGE_TAG"
+
+                        if ! kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                          --namespace "$ACK_NAMESPACE" \
+                          rollout status "deployment/$ADMIN_DEPLOYMENT" --timeout=300s; then
+                          kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                            --namespace "$ACK_NAMESPACE" \
+                            rollout undo "deployment/$ADMIN_DEPLOYMENT" || true
+                          kubectl --kubeconfig "$ACK_KUBECONFIG" \
+                            --namespace "$ACK_NAMESPACE" \
+                            rollout undo "deployment/$API_DEPLOYMENT" || true
+                          exit 1
+                        fi
+                    '''
+                }
+            }
+        }
+    }
+
+    post {
+        success {
+            echo "部署完成，镜像标签：${env.IMAGE_TAG}"
+        }
+        failure {
+            echo '流水线失败，请查看对应阶段日志；数据库迁移不会随 Deployment 回滚自动撤销。'
+        }
+    }
+}
diff --git a/WonderQ-Admin-UI/.dockerignore b/WonderQ-Admin-UI/.dockerignore
new file mode 100644
index 0000000..6f895df
--- /dev/null
+++ b/WonderQ-Admin-UI/.dockerignore
@@ -0,0 +1,10 @@
+node_modules/
+dist/
+.git/
+.idea/
+.env
+.env.*
+coverage/
+.vite/
+*.log
+
diff --git a/WonderQ-Admin-UI/Dockerfile b/WonderQ-Admin-UI/Dockerfile
new file mode 100644
index 0000000..4278a6d
--- /dev/null
+++ b/WonderQ-Admin-UI/Dockerfile
@@ -0,0 +1,29 @@
+# syntax=docker/dockerfile:1
+
+FROM node:22-bookworm-slim AS build
+
+WORKDIR /app
+
+COPY package.json yarn.lock ./
+
+# The project keeps Windows native packages for local Yarn 1 installs. The lock
+# file also contains the matching Linux packages used by this container build.
+RUN yarn install --frozen-lockfile --non-interactive --ignore-platform
+
+COPY . .
+
+ARG VITE_API_BASE_URL=""
+ENV VITE_API_BASE_URL="${VITE_API_BASE_URL}"
+
+RUN yarn build
+
+FROM nginx:1.28-alpine AS runtime
+
+COPY nginx.conf /etc/nginx/conf.d/default.conf
+COPY --from=build /app/dist /usr/share/nginx/html
+
+EXPOSE 80
+
+HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
+  CMD wget -q -O /dev/null http://127.0.0.1/healthz || exit 1
+
diff --git a/WonderQ-Admin-UI/nginx.conf b/WonderQ-Admin-UI/nginx.conf
new file mode 100644
index 0000000..9c21d95
--- /dev/null
+++ b/WonderQ-Admin-UI/nginx.conf
@@ -0,0 +1,33 @@
+server {
+    listen 80 default_server;
+    listen [::]:80 default_server;
+    server_name _;
+
+    root /usr/share/nginx/html;
+    index index.html;
+    charset utf-8;
+    server_tokens off;
+
+    add_header X-Content-Type-Options "nosniff" always;
+    add_header X-Frame-Options "SAMEORIGIN" always;
+    add_header Referrer-Policy "strict-origin-when-cross-origin" always;
+
+    gzip on;
+    gzip_min_length 1024;
+    gzip_types text/css application/javascript application/json image/svg+xml;
+
+    location = /healthz {
+        access_log off;
+        default_type text/plain;
+        return 200 "ok\n";
+    }
+
+    location = /index.html {
+        expires -1;
+        try_files $uri =404;
+    }
+
+    location / {
+        try_files $uri $uri/ /index.html;
+    }
+}
diff --git a/WonderQ-Admin/Dockerfile b/WonderQ-Admin/Dockerfile
index 41ff1e9..3565911 100644
--- a/WonderQ-Admin/Dockerfile
+++ b/WonderQ-Admin/Dockerfile
@@ -15,7 +15,6 @@ RUN pip install --no-cache-dir -r requirements.txt
 COPY alembic.ini .
 COPY alembic ./alembic
 COPY app ./app
-COPY data ./data
 
 EXPOSE 4000
 
diff --git a/WonderQ-Admin/alembic/versions/0009_remove_product_domain.py b/WonderQ-Admin/alembic/versions/0009_remove_product_domain.py
index d470d9c..fad4cd9 100644
--- a/WonderQ-Admin/alembic/versions/0009_remove_product_domain.py
+++ b/WonderQ-Admin/alembic/versions/0009_remove_product_domain.py
@@ -40,6 +40,20 @@ def _drop_column_with_foreign_keys(table_name: str, column_name: str) -> None:
     op.drop_column(table_name, column_name)
 
 
+def _drop_referencing_foreign_keys(table_name: str) -> None:
+    bind = op.get_bind()
+    inspector = inspect(bind)
+    for current_table in inspector.get_table_names():
+        if current_table == table_name:
+            continue
+        for foreign_key in inspector.get_foreign_keys(current_table):
+            if foreign_key.get("referred_table") != table_name:
+                continue
+            constraint_name = foreign_key.get("name")
+            if constraint_name:
+                op.drop_constraint(constraint_name, current_table, type_="foreignkey")
+
+
 def upgrade() -> None:
     bind = op.get_bind()
     existing_tables = set(inspect(bind).get_table_names())
@@ -49,6 +63,7 @@ def upgrade() -> None:
 
     for table_name in (*PRODUCT_TABLES[:3], "RouteSection", "DemandRecommendation", *PRODUCT_TABLES[3:]):
         if table_name in existing_tables:
+            _drop_referencing_foreign_keys(table_name)
             op.drop_table(table_name)
 
 
diff --git a/WonderQ-Admin/alembic/versions/0017_home_content.py b/WonderQ-Admin/alembic/versions/0017_home_content.py
index 6775559..22b2993 100644
--- a/WonderQ-Admin/alembic/versions/0017_home_content.py
+++ b/WonderQ-Admin/alembic/versions/0017_home_content.py
@@ -53,6 +53,8 @@ SEED_TEAM_BUILDINGS = (
         "detailParagraphs": ["洞穴、瀑降与协作，适合 10-30 人。"],
         "image": "https://dimg04.c-ctrip.com/images/1mh0412000njfr1ot9453_W_640_10000.jpg?proc=autoorient",
         "demandKeyword": "户外团建",
+        "detailSubtitle": "洞穴、瀑降与协作，适合 10-30 人。",
+        "detailParagraphs": ["洞穴、瀑降与协作，适合 10-30 人。"],
         "isActive": True,
         "sortOrder": 0,
     },
@@ -65,6 +67,8 @@ SEED_TEAM_BUILDINGS = (
         "detailParagraphs": ["溯溪与分组协作，兼顾参与感与安全。"],
         "image": "https://dimg04.c-ctrip.com/images/0EQ5712000ca7t504EC0E_W_640_10000.jpg?proc=autoorient",
         "demandKeyword": "峡谷团建",
+        "detailSubtitle": "溯溪与分组协作，兼顾参与感与安全。",
+        "detailParagraphs": ["溯溪与分组协作，兼顾参与感与安全。"],
         "isActive": True,
         "sortOrder": 1,
     },
@@ -77,6 +81,8 @@ SEED_TEAM_BUILDINGS = (
         "detailParagraphs": ["夜游、长桌宴与文化体验，适合团建收尾。"],
         "image": "https://p6.itc.cn/q_70/images03/20200918/df728d2b79d943da869333e2ea2c92c8.jpeg",
         "demandKeyword": "贵州团建",
+        "detailSubtitle": "夜游、长桌宴与文化体验，适合团建收尾。",
+        "detailParagraphs": ["夜游、长桌宴与文化体验，适合团建收尾。"],
         "isActive": True,
         "sortOrder": 2,
     },
@@ -106,6 +112,7 @@ SEED_WILD_ARCHIVES = (
         "title": "石龙洞",
         "image": "https://www.zurnal24.si/media/img/5e/d5/9526a56dba168aa136f3.jpeg",
         "images": ["https://www.zurnal24.si/media/img/5e/d5/9526a56dba168aa136f3.jpeg"],
+        "images": ["https://www.zurnal24.si/media/img/5e/d5/9526a56dba168aa136f3.jpeg"],
         "demandKeyword": "地心探险",
         "isActive": True,
         "sortOrder": 1,
@@ -115,6 +122,7 @@ SEED_WILD_ARCHIVES = (
         "title": "绝壁迎流",
         "image": "https://q9.itc.cn/q_70/images03/20250810/b62f5afc191a4947a66e6b32721b0235.jpeg",
         "images": ["https://q9.itc.cn/q_70/images03/20250810/b62f5afc191a4947a66e6b32721b0235.jpeg"],
+        "images": ["https://q9.itc.cn/q_70/images03/20250810/b62f5afc191a4947a66e6b32721b0235.jpeg"],
         "demandKeyword": "峡谷探险",
         "isActive": True,
         "sortOrder": 2,
diff --git a/WonderQ-Admin/alembic/versions/0019_home_wild_archive_images.py b/WonderQ-Admin/alembic/versions/0019_home_wild_archive_images.py
index be437e9..5f8990c 100644
--- a/WonderQ-Admin/alembic/versions/0019_home_wild_archive_images.py
+++ b/WonderQ-Admin/alembic/versions/0019_home_wild_archive_images.py
@@ -7,6 +7,7 @@ Revises: 0018_home_wanfa_recommendations
 from alembic import context, op
 import sqlalchemy as sa
 from sqlalchemy import inspect
+from sqlalchemy import inspect
 from sqlalchemy.dialects import postgresql
 
 
diff --git a/WonderQ-Admin/alembic/versions/0020_home_team_building_details.py b/WonderQ-Admin/alembic/versions/0020_home_team_building_details.py
index 35ac7cb..f7fdad4 100644
--- a/WonderQ-Admin/alembic/versions/0020_home_team_building_details.py
+++ b/WonderQ-Admin/alembic/versions/0020_home_team_building_details.py
@@ -7,6 +7,7 @@ Revises: 0019_home_wild_archive_images
 from alembic import context, op
 import sqlalchemy as sa
 from sqlalchemy import inspect
+from sqlalchemy import inspect
 from sqlalchemy.dialects import postgresql
 
 
diff --git a/WonderQ-Admin/alembic/versions/0021_detail_records.py b/WonderQ-Admin/alembic/versions/0021_detail_records.py
index 51abf0f..b53a0b8 100644
--- a/WonderQ-Admin/alembic/versions/0021_detail_records.py
+++ b/WonderQ-Admin/alembic/versions/0021_detail_records.py
@@ -9,6 +9,7 @@ from datetime import datetime
 from alembic import context, op
 import sqlalchemy as sa
 from sqlalchemy import inspect
+from sqlalchemy import inspect
 from sqlalchemy.dialects import postgresql
 
 
@@ -93,6 +94,12 @@ def upgrade() -> None:
     for index_name in missing_detail_record_indexes(existing_index_names):
         op.create_index(index_name, "DetailRecord", DETAIL_RECORD_INDEXES[index_name])
 
+
+def upgrade() -> None:
+    bind = op.get_bind()
+    if "DetailRecord" not in set(inspect(bind).get_table_names()):
+        _create_detail_table()
+
     detail_table = sa.table(
         "DetailRecord",
         sa.column("id", sa.String()),
diff --git a/WonderQ-Admin/alembic/versions/0023_detail_concierge_advisor.py b/WonderQ-Admin/alembic/versions/0023_detail_concierge_advisor.py
index 700547e..dda33fe 100644
--- a/WonderQ-Admin/alembic/versions/0023_detail_concierge_advisor.py
+++ b/WonderQ-Admin/alembic/versions/0023_detail_concierge_advisor.py
@@ -7,6 +7,7 @@ Revises: 0022_opaque_ids
 from alembic import context, op
 import sqlalchemy as sa
 from sqlalchemy import inspect
+from sqlalchemy import inspect
 
 
 revision = "0023_detail_concierge_advisor"
diff --git a/WonderQ-Admin/alembic/versions/0024_vehicle_demand.py b/WonderQ-Admin/alembic/versions/0024_vehicle_demand.py
index a40d199..517eee5 100644
--- a/WonderQ-Admin/alembic/versions/0024_vehicle_demand.py
+++ b/WonderQ-Admin/alembic/versions/0024_vehicle_demand.py
@@ -3,6 +3,7 @@
 from alembic import context, op
 import sqlalchemy as sa
 from sqlalchemy import inspect
+from sqlalchemy import inspect
 from sqlalchemy.dialects import postgresql
 
 
diff --git a/WonderQ-Admin/tests/test_bootstrap_migration_compatibility.py b/WonderQ-Admin/tests/test_bootstrap_migration_compatibility.py
new file mode 100644
index 0000000..3c41e11
--- /dev/null
+++ b/WonderQ-Admin/tests/test_bootstrap_migration_compatibility.py
@@ -0,0 +1,229 @@
+from datetime import datetime
+from importlib.util import module_from_spec, spec_from_file_location
+from pathlib import Path
+
+import pytest
+import sqlalchemy as sa
+
+
+VERSIONS_DIR = Path(__file__).parents[1] / "alembic" / "versions"
+
+
+def load_migration(filename: str):
+    path = VERSIONS_DIR / filename
+    spec = spec_from_file_location(f"bootstrap_compatibility_{path.stem}", path)
+    assert spec and spec.loader
+    migration = module_from_spec(spec)
+    spec.loader.exec_module(migration)
+    return migration
+
+
+class CurrentSchemaInspector:
+    tables = {
+        "Customer",
+        "DetailRecord",
+        "HomeTeamBuilding",
+        "HomeWildArchive",
+        "Lead",
+        "VehicleServiceConfig",
+    }
+    columns = {
+        "DetailRecord": {"conciergeAdvisorId"},
+        "HomeTeamBuilding": {"detailParagraphs", "detailSubtitle"},
+        "HomeWildArchive": {"images"},
+        "Lead": {"contactName", "customerId", "leadType", "vehicleDemand"},
+        "VehicleServiceConfig": {
+            "advantages",
+            "intro",
+            "introTitle",
+            "isActive",
+            "processSteps",
+            "serviceSections",
+        },
+    }
+
+    def get_table_names(self) -> list[str]:
+        return sorted(self.tables)
+
+    def get_columns(self, table_name: str) -> list[dict[str, object]]:
+        return [
+            {"name": name, "type": sa.String()}
+            for name in sorted(self.columns.get(table_name, set()))
+        ]
+
+    def get_indexes(self, table_name: str) -> list[dict[str, object]]:
+        indexes = {
+            "Lead": {"ix_Lead_customerId", "ix_Lead_leadType"},
+            "VehicleServiceConfig": {"ix_VehicleServiceConfig_isActive"},
+        }
+        return [{"name": name} for name in sorted(indexes.get(table_name, set()))]
+
+    def get_foreign_keys(self, table_name: str) -> list[dict[str, object]]:
+        if table_name != "Lead":
+            return []
+        return [
+            {
+                "name": "Lead_customerId_fkey",
+                "constrained_columns": ["customerId"],
+                "referred_table": "Customer",
+                "referred_columns": ["id"],
+            }
+        ]
+
+
+class ExistingRowsResult:
+    def first(self):
+        return ("existing",)
+
+    def mappings(self):
+        return self
+
+    def all(self) -> list[object]:
+        return []
+
+
+class ExistingRowsBind:
+    def execute(self, _statement) -> ExistingRowsResult:
+        return ExistingRowsResult()
+
+
+def record_operation(monkeypatch, migration, operation: str, events: list[tuple[str, ...]]) -> None:
+    monkeypatch.setattr(
+        migration.op,
+        operation,
+        lambda *args, **_kwargs: events.append((operation, *(str(arg) for arg in args))),
+    )
+
+
+def test_home_content_seed_rows_cover_current_non_null_detail_columns():
+    migration = load_migration("0017_home_content.py")
+    timestamp = datetime(2026, 1, 1)
+
+    team_rows = migration._prepare_seed_rows(
+        migration.SEED_TEAM_BUILDINGS,
+        {"id", "description", "detailSubtitle", "detailParagraphs", "createdAt", "updatedAt"},
+        timestamp,
+    )
+    archive_rows = migration._prepare_seed_rows(
+        migration.SEED_WILD_ARCHIVES,
+        {"id", "image", "images", "createdAt", "updatedAt"},
+        timestamp,
+    )
+
+    assert team_rows[0]["detailSubtitle"] == team_rows[0]["description"]
+    assert team_rows[0]["detailParagraphs"] == [team_rows[0]["description"]]
+    assert archive_rows[0]["images"] == [archive_rows[0]["image"]]
+
+
+def test_home_content_online_seed_reflects_current_table_columns(monkeypatch):
+    migration = load_migration("0017_home_content.py")
+    inspector = CurrentSchemaInspector()
+    inspector.tables = {"HomeTeamBuilding"}
+    inspector.columns = {
+        "HomeTeamBuilding": {
+            "createdAt",
+            "demandKeyword",
+            "description",
+            "detailParagraphs",
+            "detailSubtitle",
+            "id",
+            "image",
+            "isActive",
+            "sortOrder",
+            "tag",
+            "title",
+            "updatedAt",
+        }
+    }
+    inserted: dict[str, object] = {}
+
+    monkeypatch.setattr(migration.context, "is_offline_mode", lambda: False)
+    monkeypatch.setattr(migration, "inspect", lambda _bind: inspector, raising=False)
+    monkeypatch.setattr(migration.op, "get_bind", lambda: object())
+    monkeypatch.setattr(
+        migration.op,
+        "bulk_insert",
+        lambda table, rows: inserted.update(table=table, rows=rows),
+    )
+
+    historical_columns = [
+        sa.Column("id", sa.String()),
+        sa.Column("description", sa.Text()),
+    ]
+    migration._seed_table(
+        "HomeTeamBuilding",
+        historical_columns,
+        migration.SEED_TEAM_BUILDINGS,
+    )
+
+    inserted_table = inserted["table"]
+    inserted_rows = inserted["rows"]
+    assert set(inserted_table.c.keys()) == inspector.columns["HomeTeamBuilding"]
+    assert inserted_rows[0]["detailSubtitle"] == inserted_rows[0]["description"]
+    assert inserted_rows[0]["detailParagraphs"] == [inserted_rows[0]["description"]]
+
+
+@pytest.mark.parametrize(
+    ("filename", "table_name", "column_names"),
+    [
+        ("0019_home_wild_archive_images.py", "HomeWildArchive", {"images"}),
+        (
+            "0020_home_team_building_details.py",
+            "HomeTeamBuilding",
+            {"detailParagraphs", "detailSubtitle"},
+        ),
+        ("0023_detail_concierge_advisor.py", "DetailRecord", {"conciergeAdvisorId"}),
+    ],
+)
+def test_column_migrations_do_not_add_columns_already_in_current_schema(
+    monkeypatch,
+    filename: str,
+    table_name: str,
+    column_names: set[str],
+):
+    migration = load_migration(filename)
+    inspector = CurrentSchemaInspector()
+    inspector.tables = {table_name}
+    inspector.columns = {table_name: column_names}
+    added_columns: list[tuple[str, ...]] = []
+
+    monkeypatch.setattr(migration, "inspect", lambda _bind: inspector, raising=False)
+    monkeypatch.setattr(migration.op, "get_bind", lambda: object())
+    record_operation(monkeypatch, migration, "add_column", added_columns)
+    monkeypatch.setattr(migration.op, "execute", lambda *_args, **_kwargs: None)
+    monkeypatch.setattr(migration.op, "alter_column", lambda *_args, **_kwargs: None)
+
+    migration.upgrade()
+
+    assert added_columns == []
+
+
+def test_detail_record_migration_reuses_populated_current_table(monkeypatch):
+    migration = load_migration("0021_detail_records.py")
+    inspector = CurrentSchemaInspector()
+    events: list[tuple[str, ...]] = []
+
+    monkeypatch.setattr(migration, "inspect", lambda _bind: inspector, raising=False)
+    monkeypatch.setattr(migration.op, "get_bind", lambda: ExistingRowsBind())
+    for operation in ("bulk_insert", "create_index", "create_table"):
+        record_operation(monkeypatch, migration, operation, events)
+
+    migration.upgrade()
+
+    assert events == []
+
+
+def test_vehicle_demand_migration_reuses_current_schema_objects(monkeypatch):
+    migration = load_migration("0024_vehicle_demand.py")
+    inspector = CurrentSchemaInspector()
+    events: list[tuple[str, ...]] = []
+
+    monkeypatch.setattr(migration, "inspect", lambda _bind: inspector, raising=False)
+    monkeypatch.setattr(migration.op, "get_bind", lambda: object())
+    for operation in ("add_column", "create_foreign_key", "create_index", "create_table"):
+        record_operation(monkeypatch, migration, operation, events)
+    monkeypatch.setattr(migration.op, "alter_column", lambda *_args, **_kwargs: None)
+
+    migration.upgrade()
+
+    assert events == []
diff --git a/WonderQ-Admin/tests/test_remove_product_domain_migration.py b/WonderQ-Admin/tests/test_remove_product_domain_migration.py
new file mode 100644
index 0000000..9213ab1
--- /dev/null
+++ b/WonderQ-Admin/tests/test_remove_product_domain_migration.py
@@ -0,0 +1,67 @@
+from importlib.util import module_from_spec, spec_from_file_location
+from pathlib import Path
+
+
+MIGRATION_PATH = Path(__file__).parents[1] / "alembic" / "versions" / "0009_remove_product_domain.py"
+SPEC = spec_from_file_location("remove_product_domain_migration", MIGRATION_PATH)
+assert SPEC and SPEC.loader
+MIGRATION = module_from_spec(SPEC)
+SPEC.loader.exec_module(MIGRATION)
+
+
+class LegacySchemaInspector:
+    def get_table_names(self) -> list[str]:
+        return ["Product", "MiniProgramFavorite", "MiniProgramHistory"]
+
+    def get_foreign_keys(self, table_name: str) -> list[dict[str, object]]:
+        foreign_keys = {
+            "MiniProgramFavorite": [
+                {
+                    "name": "MiniProgramFavorite_productId_fkey",
+                    "constrained_columns": ["productId"],
+                    "referred_table": "Product",
+                    "referred_columns": ["id"],
+                }
+            ],
+            "MiniProgramHistory": [
+                {
+                    "name": "MiniProgramHistory_productId_fkey",
+                    "constrained_columns": ["productId"],
+                    "referred_table": "Product",
+                    "referred_columns": ["id"],
+                }
+            ],
+        }
+        return foreign_keys.get(table_name, [])
+
+
+def test_upgrade_drops_legacy_product_foreign_keys_before_product_table(monkeypatch):
+    events: list[tuple[str, ...]] = []
+    inspector = LegacySchemaInspector()
+
+    monkeypatch.setattr(MIGRATION, "inspect", lambda _bind: inspector)
+    monkeypatch.setattr(MIGRATION.op, "get_bind", lambda: object())
+    monkeypatch.setattr(
+        MIGRATION.op,
+        "drop_constraint",
+        lambda name, table_name, type_: events.append(("drop_constraint", name, table_name, type_)),
+    )
+    monkeypatch.setattr(MIGRATION.op, "drop_table", lambda table_name: events.append(("drop_table", table_name)))
+
+    MIGRATION.upgrade()
+
+    assert events == [
+        (
+            "drop_constraint",
+            "MiniProgramFavorite_productId_fkey",
+            "MiniProgramFavorite",
+            "foreignkey",
+        ),
+        (
+            "drop_constraint",
+            "MiniProgramHistory_productId_fkey",
+            "MiniProgramHistory",
+            "foreignkey",
+        ),
+        ("drop_table", "Product"),
+    ]
diff --git a/scripts/jenkins-freestyle.sh b/scripts/jenkins-freestyle.sh
new file mode 100755
index 0000000..f595a1a
--- /dev/null
+++ b/scripts/jenkins-freestyle.sh
@@ -0,0 +1,156 @@
+#!/usr/bin/env bash
+
+set -Eeuo pipefail
+set +x
+
+SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname -- "$SCRIPT_DIR")"
+cd "$PROJECT_ROOT"
+
+# Jenkins 页面只需要配置 ACR_REGISTRY 和 DEPLOY_TO_ACK。
+# 其余默认值已与当前 ACK 资源对齐，必要时仍可通过同名环境变量覆盖。
+ACR_REGISTRY="${ACR_REGISTRY:-}"
+ACR_NAMESPACE="${ACR_NAMESPACE:-one-feel}"
+API_REPOSITORY="${API_REPOSITORY:-wanderq-api}"
+ADMIN_REPOSITORY="${ADMIN_REPOSITORY:-wanderq-admin}"
+ACK_NAMESPACE="${ACK_NAMESPACE:-wanqu}"
+API_DEPLOYMENT="${API_DEPLOYMENT:-wanderq-api}"
+API_CONTAINER="${API_CONTAINER:-}"
+ADMIN_DEPLOYMENT="${ADMIN_DEPLOYMENT:-wanderq-admin}"
+ADMIN_CONTAINER="${ADMIN_CONTAINER:-}"
+ADMIN_API_BASE_URL="${ADMIN_API_BASE_URL:-}"
+DEPLOY_TO_ACK="${DEPLOY_TO_ACK:-false}"
+BUILD_NUMBER="${BUILD_NUMBER:-local}"
+DOCKER_BUILDKIT="${DOCKER_BUILDKIT:-1}"
+export DOCKER_BUILDKIT
+
+log() {
+  printf '\n[%s] %s\n' "$(date '+%Y-%m-%d %H:%M:%S')" "$*"
+}
+
+fail() {
+  printf '错误：%s\n' "$*" >&2
+  exit 1
+}
+
+require_command() {
+  command -v "$1" >/dev/null 2>&1 || fail "Jenkins Agent 缺少命令：$1"
+}
+
+[[ -n "$ACR_REGISTRY" ]] || fail "ACR_REGISTRY 不能为空"
+[[ "$ACR_REGISTRY" != *://* ]] || fail "ACR_REGISTRY 只填写域名，不要包含协议"
+[[ -n "$ACR_NAMESPACE" ]] || fail "ACR_NAMESPACE 不能为空"
+
+case "$DEPLOY_TO_ACK" in
+  true|false) ;;
+  *) fail "DEPLOY_TO_ACK 只能是 true 或 false" ;;
+esac
+
+require_command git
+require_command docker
+docker version >/dev/null
+
+if [[ "$DEPLOY_TO_ACK" == "true" ]]; then
+  require_command kubectl
+  [[ -n "${ACK_KUBECONFIG:-}" ]] || fail "未绑定 Jenkins kubeconfig 文件变量 ACK_KUBECONFIG"
+  [[ -f "$ACK_KUBECONFIG" ]] || fail "ACK_KUBECONFIG 指向的文件不存在"
+fi
+
+GIT_COMMIT="$(git rev-parse --short=12 HEAD)"
+IMAGE_TAG="${IMAGE_TAG:-${GIT_COMMIT}-${BUILD_NUMBER}}"
+API_IMAGE="${ACR_REGISTRY}/${ACR_NAMESPACE}/${API_REPOSITORY}"
+ADMIN_IMAGE="${ACR_REGISTRY}/${ACR_NAMESPACE}/${ADMIN_REPOSITORY}"
+
+test_container=""
+
+cleanup() {
+  if [[ -n "$test_container" ]]; then
+    docker rm --force "$test_container" >/dev/null 2>&1 || true
+  fi
+}
+trap cleanup EXIT
+
+log "构建 API 镜像：$API_IMAGE:$IMAGE_TAG"
+docker build \
+  --tag "$API_IMAGE:$IMAGE_TAG" \
+  WonderQ-Admin
+
+log "运行 API 测试"
+test_container="$(docker create \
+  --entrypoint python \
+  "$API_IMAGE:$IMAGE_TAG" \
+  -m pytest)"
+docker cp WonderQ-Admin/tests/. "$test_container:/app/tests"
+docker start --attach "$test_container"
+docker rm "$test_container" >/dev/null
+test_container=""
+
+log "构建 Admin UI 镜像：$ADMIN_IMAGE:$IMAGE_TAG"
+docker build \
+  --build-arg "VITE_API_BASE_URL=$ADMIN_API_BASE_URL" \
+  --tag "$ADMIN_IMAGE:$IMAGE_TAG" \
+  WonderQ-Admin-UI
+
+log "检查 Admin UI Nginx 配置"
+docker run --rm \
+  --entrypoint nginx \
+  "$ADMIN_IMAGE:$IMAGE_TAG" \
+  -t
+
+log "推送镜像"
+docker push "$API_IMAGE:$IMAGE_TAG"
+docker push "$ADMIN_IMAGE:$IMAGE_TAG"
+
+if [[ "$DEPLOY_TO_ACK" != "true" ]]; then
+  log "镜像已推送，DEPLOY_TO_ACK=false，本次不更新 ACK"
+  exit 0
+fi
+
+KUBECTL=(
+  kubectl
+  --kubeconfig "$ACK_KUBECONFIG"
+  --namespace "$ACK_NAMESPACE"
+)
+
+log "检查 ACK Deployment"
+"${KUBECTL[@]}" get deployment "$API_DEPLOYMENT" >/dev/null
+"${KUBECTL[@]}" get deployment "$ADMIN_DEPLOYMENT" >/dev/null
+
+# 当前两个 Deployment 均为单容器；自动读取容器名，避免把 Pod 名称或历史拼写写进 Jenkins 参数。
+if [[ -z "$API_CONTAINER" ]]; then
+  API_CONTAINER="$("${KUBECTL[@]}" get deployment "$API_DEPLOYMENT" \
+    -o jsonpath='{.spec.template.spec.containers[0].name}')"
+fi
+if [[ -z "$ADMIN_CONTAINER" ]]; then
+  ADMIN_CONTAINER="$("${KUBECTL[@]}" get deployment "$ADMIN_DEPLOYMENT" \
+    -o jsonpath='{.spec.template.spec.containers[0].name}')"
+fi
+[[ -n "$API_CONTAINER" ]] || fail "无法读取 API Deployment 的容器名称"
+[[ -n "$ADMIN_CONTAINER" ]] || fail "无法读取 Admin UI Deployment 的容器名称"
+
+log "更新 API Deployment：$API_DEPLOYMENT/$API_CONTAINER"
+"${KUBECTL[@]}" set image \
+  "deployment/$API_DEPLOYMENT" \
+  "$API_CONTAINER=$API_IMAGE:$IMAGE_TAG"
+
+if ! "${KUBECTL[@]}" rollout status \
+  "deployment/$API_DEPLOYMENT" \
+  --timeout=300s; then
+  "${KUBECTL[@]}" rollout undo "deployment/$API_DEPLOYMENT" || true
+  fail "API 发布失败，已尝试回滚 Deployment；数据库迁移不会自动回滚"
+fi
+
+log "更新 Admin UI Deployment：$ADMIN_DEPLOYMENT/$ADMIN_CONTAINER"
+"${KUBECTL[@]}" set image \
+  "deployment/$ADMIN_DEPLOYMENT" \
+  "$ADMIN_CONTAINER=$ADMIN_IMAGE:$IMAGE_TAG"
+
+if ! "${KUBECTL[@]}" rollout status \
+  "deployment/$ADMIN_DEPLOYMENT" \
+  --timeout=300s; then
+  "${KUBECTL[@]}" rollout undo "deployment/$ADMIN_DEPLOYMENT" || true
+  "${KUBECTL[@]}" rollout undo "deployment/$API_DEPLOYMENT" || true
+  fail "Admin UI 发布失败，已尝试回滚两个 Deployment"
+fi
+
+log "ACK 发布完成，镜像标签：$IMAGE_TAG"