diff --git a/scripts/ci/run_integration_tests.sh b/scripts/ci/run_integration_tests.sh
index 87b4b3388..12df41d4e 100755
--- a/scripts/ci/run_integration_tests.sh
+++ b/scripts/ci/run_integration_tests.sh
@@ -19,127 +19,163 @@ echo ""
 echo "=== 安装 ffmpeg ==="
 bash scripts/ci/step_install_ffmpeg.sh
 
-# --- 安装并启动 Redis ---
+# --- 启动 Redis ---
 echo ""
-echo "=== 安装并启动 Redis ==="
-# 兼容多种包管理器
-install_redis() {
-  if command -v apk > /dev/null 2>&1; then
-    apk add --no-cache redis > /dev/null 2>&1
-  elif command -v apt-get > /dev/null 2>&1; then
-    export DEBIAN_FRONTEND=noninteractive
-    apt-get update -qq > /dev/null 2>&1
-    apt-get install -y -qq redis-server > /dev/null 2>&1
-  elif command -v yum > /dev/null 2>&1; then
-    yum install -y -q redis > /dev/null 2>&1
-  elif command -v dnf > /dev/null 2>&1; then
-    dnf install -y -q redis > /dev/null 2>&1
-  else
-    return 1
-  fi
-}
-# 如果redis-cli不存在才安装
-if ! command -v redis-cli > /dev/null 2>&1; then
-  install_redis || echo "Warning: Redis installation failed, trying Docker..."
-fi
-# 优先用本地redis-server，失败再fallback
-if command -v redis-server > /dev/null 2>&1; then
-  redis-server --daemonize yes --port 6379 2>/dev/null || true
-  sleep 1
-  for i in $(seq 1 10); do
-    if redis-cli ping 2>/dev/null | grep -q PONG; then
-      echo "Redis is ready on 127.0.0.1:6379"
-      break
-    fi
-    sleep 1
-  done
-fi
-# 如果本地redis连不上，fallback到Docker
-if ! redis-cli ping 2>/dev/null | grep -q PONG; then
-  echo "Local Redis not available, falling back to Docker..."
-  REDIS_CONTAINER="ci-redis-${GITHUB_RUN_ID:-$$}"
-  docker rm -f "$REDIS_CONTAINER" 2>/dev/null || true
-  docker run -d --name "$REDIS_CONTAINER"     -P     --health-cmd "redis-cli ping"     --health-interval 2s     --health-timeout 2s     --health-retries 10     redis:7-alpine
-  for i in $(seq 1 20); do
-    if docker inspect --format='{{.State.Health.Status}}' "$REDIS_CONTAINER" 2>/dev/null | grep -q healthy; then
-      break
-    fi
-    sleep 2
-  done
-  REDIS_PORT=$(docker port "$REDIS_CONTAINER" 6379/tcp | cut -d: -f2)
-  export REDIS_URL="redis://127.0.0.1:$REDIS_PORT/0"
-  echo "Redis (Docker) ready on 127.0.0.1:$REDIS_PORT"
-else
-  export REDIS_URL="redis://127.0.0.1:6379/0"
-fi
+echo "=== 启动 Redis ==="
 
-# --- 安装并启动 PostgreSQL ---
-echo ""
-echo "=== 安装并启动 PostgreSQL ==="
-
-install_pg_local() {
-  if command -v pg_isready > /dev/null 2>&1; then
-    return 0
-  fi
-  if command -v apk > /dev/null 2>&1; then
-    apk add --no-cache postgresql postgresql-client > /dev/null 2>&1
-    # Alpine需要手动初始化
-    mkdir -p /var/lib/postgresql/data
-    chown postgres:postgres /var/lib/postgresql/data
-    su - postgres -c "initdb -D /var/lib/postgresql/data" > /dev/null 2>&1
-    su - postgres -c "pg_ctl -D /var/lib/postgresql/data -l /var/lib/postgresql/logfile start" > /dev/null 2>&1
-    sleep 2
-    su - postgres -c "psql -c "CREATE USER postgres WITH SUPERUSER PASSWORD 'postgres';"" > /dev/null 2>&1
-    su - postgres -c "psql -c "CREATE DATABASE xiaoxia_saas OWNER postgres;"" > /dev/null 2>&1
-  elif command -v apt-get > /dev/null 2>&1; then
-    export DEBIAN_FRONTEND=noninteractive
-    apt-get update -qq > /dev/null 2>&1
-    apt-get install -y -qq postgresql postgresql-client > /dev/null 2>&1
-    PG_VERSION=$(pg_lsclusters -h | head -1 | awk '{print $1}')
-    PG_CLUSTER=$(pg_lsclusters -h | head -1 | awk '{print $2}')
-    PG_HBA="/etc/postgresql/$PG_VERSION/$PG_CLUSTER/pg_hba.conf"
-    sed -i "s/local.*all.*all.*peer/local   all             all             trust/" "$PG_HBA" 2>/dev/null || true
-    sed -i "s/host.*all.*all.*127.0.0.1.*scram-sha-256/host    all             all             127.0.0.1/32            trust/" "$PG_HBA" 2>/dev/null || true
-    pg_ctlcluster "$PG_VERSION" "$PG_CLUSTER" start 2>/dev/null || true
-    sleep 2
-    su - postgres -c "psql -c "CREATE USER postgres WITH SUPERUSER PASSWORD 'postgres';"" 2>/dev/null || true
-    su - postgres -c "psql -c "CREATE DATABASE xiaoxia_saas OWNER postgres;"" 2>/dev/null || true
+start_redis() {
+  local name="ci-redis-${GITHUB_RUN_ID:-$$}"
+  
+  docker rm -f "$name" 2>/dev/null || true
+  docker run -d --name "$name" \
+    -p 0:6379 \
+    --health-cmd "redis-cli ping" \
+    --health-interval 2s \
+    --health-timeout 2s \
+    --health-retries 15 \
+    redis:7-alpine > /dev/null 2>&1
+  
+  # 等几秒让容器起来
+  sleep 3
+  
+  # 方式1: 端口映射
+  local port=""
+  port=$(docker inspect --format='{{if (index .NetworkSettings.Ports "6379/tcp")}}{{(index (index .NetworkSettings.Ports "6379/tcp") 0).HostPort}}{{end}}' "$name" 2>/dev/null || true)
+  
+  if [ -n "$port" ]; then
+    echo "  端口映射: 127.0.0.1:$port"
+    # 等健康
+    for i in $(seq 1 20); do
+      if docker inspect --format='{{.State.Health.Status}}' "$name" 2>/dev/null | grep -q healthy; then
+        break
+      fi
+      sleep 2
+    done
+    # TCP验证
+    for i in $(seq 1 15); do
+      if (echo > /dev/tcp/127.0.0.1/$port) 2>/dev/null; then
+        echo "✅ Redis端口映射模式可用"
+        export REDIS_URL="redis://127.0.0.1:$port/0"
+        return 0
+      fi
+      sleep 1
+    done
+    echo "  ⚠️  端口映射TCP不通，尝试容器IP"
   else
-    return 1
+    echo "  ⚠️  无映射端口，尝试容器IP"
   fi
+  
+  # 方式2: 容器IP
+  local ip=""
+  ip=$(docker inspect --format='{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$name" 2>/dev/null || true)
+  
+  if [ -n "$ip" ] && [ "$ip" != "null" ]; then
+    echo "  容器IP: $ip"
+    for i in $(seq 1 20); do
+      if docker inspect --format='{{.State.Health.Status}}' "$name" 2>/dev/null | grep -q healthy; then
+        break
+      fi
+      sleep 2
+    done
+    for i in $(seq 1 15); do
+      if (echo > /dev/tcp/$ip/6379) 2>/dev/null; then
+        echo "✅ Redis容器IP模式可用"
+        export REDIS_URL="redis://$ip:6379/0"
+        return 0
+      fi
+      sleep 1
+    done
+  fi
+  
+  echo "❌ Redis启动失败"
+  docker ps -a | head -5
+  docker logs --tail=10 "$name" 2>/dev/null || true
+  return 1
 }
 
-PG_LOCAL_OK=0
-if install_pg_local; then
-  for i in $(seq 1 15); do
-    if pg_isready -U postgres -h 127.0.0.1 -p 5432 2>/dev/null | grep -q "accepting connections"; then
-      echo "PostgreSQL is ready on 127.0.0.1:5432 (local install)"
-      PG_LOCAL_OK=1
-      break
-    fi
-    sleep 2
-  done
-fi
+start_redis
 
-# 本地安装失败则fallback到Docker
-if [ "$PG_LOCAL_OK" != "1" ]; then
-  echo "Local PostgreSQL not available, falling back to Docker..."
-  PG_CONTAINER="ci-pg-${GITHUB_RUN_ID:-$$}"
-  docker rm -f "$PG_CONTAINER" 2>/dev/null || true
-  docker run -d --name "$PG_CONTAINER"     -P     --shm-size=256m     -e POSTGRES_USER=postgres     -e POSTGRES_PASSWORD=postgres     -e POSTGRES_DB=xiaoxia_saas     --health-cmd "pg_isready -U postgres"     --health-interval 3s     --health-timeout 3s     --health-retries 20     postgres:16-alpine
-  for i in $(seq 1 30); do
-    if docker inspect --format='{{.State.Health.Status}}' "$PG_CONTAINER" 2>/dev/null | grep -q healthy; then
-      break
-    fi
-    sleep 2
-  done
-  PG_PORT=$(docker port "$PG_CONTAINER" 5432/tcp | cut -d: -f2)
-  echo "PostgreSQL (Docker) ready on 127.0.0.1:$PG_PORT"
-  export DATABASE_URL="postgresql+psycopg://postgres:postgres@127.0.0.1:$PG_PORT/xiaoxia_saas"
-else
-  export DATABASE_URL="postgresql+psycopg://postgres:postgres@127.0.0.1:5432/xiaoxia_saas"
-fi
+# --- 启动 PostgreSQL ---
+echo ""
+echo "=== 启动 PostgreSQL ==="
 
+start_pg() {
+  local name="ci-pg-${GITHUB_RUN_ID:-$$}"
+  
+  docker rm -f "$name" 2>/dev/null || true
+  docker run -d --name "$name" \
+    -p 0:5432 \
+    --shm-size=256m \
+    -e POSTGRES_USER=postgres \
+    -e POSTGRES_PASSWORD=postgres \
+    -e POSTGRES_DB=xiaoxia_saas \
+    --health-cmd "pg_isready -U postgres" \
+    --health-interval 3s \
+    --health-timeout 3s \
+    --health-retries 20 \
+    postgres:16-alpine > /dev/null 2>&1
+  
+  sleep 3
+  
+  # 方式1: 端口映射
+  local port=""
+  port=$(docker inspect --format='{{if (index .NetworkSettings.Ports "5432/tcp")}}{{(index (index .NetworkSettings.Ports "5432/tcp") 0).HostPort}}{{end}}' "$name" 2>/dev/null || true)
+  
+  if [ -n "$port" ]; then
+    echo "  端口映射: 127.0.0.1:$port"
+    # 等健康
+    for i in $(seq 1 30); do
+      if docker inspect --format='{{.State.Health.Status}}' "$name" 2>/dev/null | grep -q healthy; then
+        break
+      fi
+      sleep 2
+    done
+    # TCP验证
+    for i in $(seq 1 20); do
+      if (echo > /dev/tcp/127.0.0.1/$port) 2>/dev/null; then
+        echo "✅ PG端口映射模式可用"
+        export DATABASE_URL="postgresql+psycopg://postgres:postgres@127.0.0.1:$port/xiaoxia_saas"
+        return 0
+      fi
+      sleep 1
+    done
+    echo "  ⚠️  端口映射TCP不通，尝试容器IP"
+  else
+    echo "  ⚠️  无映射端口，尝试容器IP"
+  fi
+  
+  # 方式2: 容器IP
+  local ip=""
+  ip=$(docker inspect --format='{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$name" 2>/dev/null || true)
+  
+  if [ -n "$ip" ] && [ "$ip" != "null" ]; then
+    echo "  容器IP: $ip"
+    for i in $(seq 1 30); do
+      if docker inspect --format='{{.State.Health.Status}}' "$name" 2>/dev/null | grep -q healthy; then
+        break
+      fi
+      sleep 2
+    done
+    for i in $(seq 1 20); do
+      if (echo > /dev/tcp/$ip/5432) 2>/dev/null; then
+        echo "✅ PG容器IP模式可用"
+        export DATABASE_URL="postgresql+psycopg://postgres:postgres@$ip:5432/xiaoxia_saas"
+        return 0
+      fi
+      sleep 1
+    done
+  fi
+  
+  echo "❌ PostgreSQL启动失败"
+  echo "  容器状态:"
+  docker inspect --format='状态:{{.State.Status}} 健康:{{.State.Health.Status}} 退出码:{{.State.ExitCode}}' "$name" 2>/dev/null || true
+  docker logs --tail=20 "$name" 2>/dev/null || true
+  return 1
+}
+
+start_pg
+
+echo ""
 echo "=== 执行 Alembic 迁移 ==="
 PYTHONPATH="$PWD/apps/api:$PWD" python3 -m alembic upgrade head
 echo "✅ 迁移完成"
@@ -180,13 +216,6 @@ fi
 rm -f "$PERF_OUTPUT"
 set -e
 
-# --- 清理 ---
-echo ""
-echo "=== 停止服务 ==="
-pg_ctlcluster $PG_VERSION $PG_CLUSTER stop 2>/dev/null || true
-redis-cli shutdown 2>/dev/null || true
-echo "✅ 清理完成"
-
 # --- 覆盖率汇总 ---
 echo ""
 echo "=== 覆盖率汇总 ==="
diff --git a/scripts/ci/run_validate.sh b/scripts/ci/run_validate.sh
index ae986b89a..0eba04df0 100755
--- a/scripts/ci/run_validate.sh
+++ b/scripts/ci/run_validate.sh
@@ -219,17 +219,83 @@ fi
 if [ "$PG_LOCAL_OK" != "1" ]; then
   echo "Local PG not available, falling back to Docker..."
   PG_CONTAINER="ci-pg-validate-${GITHUB_RUN_ID:-$$}"
+  
   docker rm -f "$PG_CONTAINER" 2>/dev/null || true
-  docker run -d --name "$PG_CONTAINER"     -P     --shm-size=256m     -e POSTGRES_USER=postgres     -e POSTGRES_PASSWORD=postgres     -e POSTGRES_DB=xiaoxia_saas     --health-cmd "pg_isready -U postgres"     --health-interval 3s     --health-timeout 3s     --health-retries 20     postgres:16-alpine
-  for i in $(seq 1 30); do
-    if docker inspect --format='{{.State.Health.Status}}' "$PG_CONTAINER" 2>/dev/null | grep -q healthy; then
-      break
+  docker run -d --name "$PG_CONTAINER" \
+    -p 0:5432 \
+    --shm-size=256m \
+    -e POSTGRES_USER=postgres \
+    -e POSTGRES_PASSWORD=postgres \
+    -e POSTGRES_DB=xiaoxia_saas \
+    --health-cmd "pg_isready -U postgres" \
+    --health-interval 3s \
+    --health-timeout 3s \
+    --health-retries 20 \
+    postgres:16-alpine > /dev/null 2>&1
+  
+  sleep 3
+  
+  # 方式1: 端口映射
+  PG_PORT=$(docker inspect --format='{{if (index .NetworkSettings.Ports "5432/tcp")}}{{(index (index .NetworkSettings.Ports "5432/tcp") 0).HostPort}}{{end}}' "$PG_CONTAINER" 2>/dev/null || true)
+  
+  PG_HOST="127.0.0.1"
+  PG_OK=0
+  if [ -n "$PG_PORT" ]; then
+    echo "  PG端口映射: 127.0.0.1:$PG_PORT"
+    for i in $(seq 1 30); do
+      if docker inspect --format='{{.State.Health.Status}}' "$PG_CONTAINER" 2>/dev/null | grep -q healthy; then
+        break
+      fi
+      sleep 2
+    done
+    for i in $(seq 1 20); do
+      if (echo > /dev/tcp/127.0.0.1/$PG_PORT) 2>/dev/null; then
+        echo "✅ PG端口映射模式可用"
+        PG_OK=1
+        break
+      fi
+      sleep 1
+    done
+    if [ "$PG_OK" != "1" ]; then
+      echo "  ⚠️  端口映射TCP不通，尝试容器IP"
     fi
-    sleep 2
-  done
-  PG_PORT=$(docker port "$PG_CONTAINER" 5432/tcp | cut -d: -f2)
-  echo "PostgreSQL (Docker) ready on port $PG_PORT"
-  export DATABASE_URL="postgresql+psycopg://postgres:postgres@127.0.0.1:$PG_PORT/xiaoxia_saas"
+  else
+    echo "  ⚠️  无映射端口，尝试容器IP"
+  fi
+  
+  # 方式2: 容器IP直连
+  if [ "$PG_OK" != "1" ]; then
+    PG_IP=$(docker inspect --format='{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$PG_CONTAINER" 2>/dev/null || true)
+    if [ -n "$PG_IP" ] && [ "$PG_IP" != "null" ]; then
+      echo "  PG容器IP: $PG_IP"
+      for i in $(seq 1 30); do
+        if docker inspect --format='{{.State.Health.Status}}' "$PG_CONTAINER" 2>/dev/null | grep -q healthy; then
+          break
+        fi
+        sleep 2
+      done
+      for i in $(seq 1 20); do
+        if (echo > /dev/tcp/$PG_IP/5432) 2>/dev/null; then
+          echo "✅ PG容器IP模式可用"
+          PG_HOST="$PG_IP"
+          PG_PORT=5432
+          PG_OK=1
+          break
+        fi
+        sleep 1
+      done
+    fi
+  fi
+  
+  if [ "$PG_OK" != "1" ]; then
+    echo "❌ PG启动失败，打印诊断信息:"
+    docker inspect --format='状态:{{.State.Status}} 健康:{{.State.Health.Status}} 退出码:{{.State.ExitCode}}' "$PG_CONTAINER" 2>/dev/null || true
+    docker logs --tail=20 "$PG_CONTAINER" 2>/dev/null || true
+    exit 1
+  fi
+  
+  echo "PostgreSQL (Docker) ready on $PG_HOST:$PG_PORT"
+  export DATABASE_URL="postgresql+psycopg://postgres:postgres@$PG_HOST:$PG_PORT/xiaoxia_saas"
 else
   export DATABASE_URL="postgresql+psycopg://postgres:postgres@127.0.0.1:5432/xiaoxia_saas"
 fi