diff --git a/frontend/src/api/delivery.ts b/frontend/src/api/delivery.ts
index 4c3874e..a774ef5 100644
--- a/frontend/src/api/delivery.ts
+++ b/frontend/src/api/delivery.ts
@@ -72,6 +72,11 @@ export interface TaskEvent {
   created_at: string
 }
 
+export interface DeliveryTaskSnapshot {
+  task: DeliveryTask
+  events: TaskEvent[]
+}
+
 export const deliveryApi = {
   async listTargets(): Promise<DeliveryTarget[]> {
     const data = await authRequest('/auth/api/v1/delivery/targets?component=mysql')
@@ -112,6 +117,14 @@ export const deliveryApi = {
       method: 'POST',
     })
   },
+
+  streamTask(taskId: string): EventSource {
+    const token = getToken()
+    const search = new URLSearchParams()
+    if (token) search.set('access_token', token)
+    const query = search.toString()
+    return new EventSource(`/auth/api/v1/delivery/tasks/${encodeURIComponent(taskId)}/stream${query ? `?${query}` : ''}`)
+  },
 }
 
 function createIdempotencyKey(payload: CreateMySQLDeliveryPayload) {
diff --git a/frontend/src/views/service/Catalog.vue b/frontend/src/views/service/Catalog.vue
index 531bc98..27dcdba 100644
--- a/frontend/src/views/service/Catalog.vue
+++ b/frontend/src/views/service/Catalog.vue
@@ -332,7 +332,7 @@
 </template>
 
 <script setup lang="ts">
-import { computed, onMounted, reactive, ref, watch } from 'vue'
+import { computed, onMounted, onUnmounted, reactive, ref, watch } from 'vue'
 import { ElMessage } from 'element-plus'
 import { Back, CircleCheck, Promotion, Refresh } from '@element-plus/icons-vue'
 import { useRoute, useRouter } from 'vue-router'
@@ -553,6 +553,7 @@ const taskRefreshing = ref(false)
 const taskRestoring = ref(false)
 const seenEventIds = ref(new Set<number>())
 const deliveryLog = ref('[ready] 等待创建交付任务...')
+let taskEventSource: EventSource | undefined
 
 const deliveryForm = reactive({
   instanceName: `mysql-${currentName.value}-billing-02`,
@@ -674,6 +675,10 @@ onMounted(async () => {
   await restoreActiveTask()
 })
 
+onUnmounted(() => {
+  stopTaskStream()
+})
+
 function handleCardClick(service: Service) {
   if (service.disabled) {
     if (service.key !== 'new') ElMessage.warning(`${service.name} 功能规划中，敬请期待`)
@@ -730,6 +735,7 @@ function startNewTask() {
 }
 
 function resetExecutionState() {
+  stopTaskStream()
   precheckPassed.value = false
   running.value = false
   deliveryDone.value = false
@@ -816,6 +822,7 @@ async function createTask() {
     deliveryLog.value += `\n[task] ${task.id} created by ${currentName.value}`
     applyDeliveryStatus(task.status, '')
     await refreshTaskSnapshot()
+    startTaskStream(task.id)
     ElMessage.success('交付任务已创建')
   } catch (error) {
     running.value = false
@@ -909,6 +916,8 @@ async function restoreActiveTask() {
     applyDeliveryStatus(detail.task.status, detail.task.error_message || '')
     if (isTerminalDeliveryStatus(detail.task.status)) {
       activeView.value = 'result'
+    } else {
+      startTaskStream(detail.task.id)
     }
   } catch (error) {
     ElMessage.error(error instanceof Error ? error.message : '恢复交付任务失败')
@@ -933,6 +942,35 @@ function hydrateTaskSnapshot(task: DeliveryTask) {
   }
 }
 
+function startTaskStream(taskId: string) {
+  stopTaskStream()
+  taskEventSource = deliveryApi.streamTask(taskId)
+  taskEventSource.addEventListener('snapshot', (event) => {
+    try {
+      const data = JSON.parse((event as MessageEvent).data) as { task?: DeliveryTask; events?: TaskEvent[] }
+      if (!data.task) return
+      hydrateTaskSnapshot(data.task)
+      applyTaskEvents(Array.isArray(data.events) ? data.events : [])
+      applyDeliveryStatus(data.task.status, data.task.error_message || '')
+      if (isTerminalDeliveryStatus(data.task.status)) {
+        activeView.value = 'result'
+        stopTaskStream()
+      }
+    } catch (error) {
+      appendLog(`[stream] ${error instanceof Error ? error.message : '解析任务状态失败'}`)
+    }
+  })
+  taskEventSource.onerror = () => {
+    if (running.value) appendLog('[stream] 实时连接中断，正在等待浏览器自动重连')
+  }
+}
+
+function stopTaskStream() {
+  if (!taskEventSource) return
+  taskEventSource.close()
+  taskEventSource = undefined
+}
+
 async function cancelDeployment() {
   if (!deploymentId.value) return
   canceling.value = true
diff --git a/server/internal/handler/delivery.go b/server/internal/handler/delivery.go
index c08f1d9..d9f0622 100644
--- a/server/internal/handler/delivery.go
+++ b/server/internal/handler/delivery.go
@@ -2,7 +2,9 @@ package handler
 
 import (
 	"crypto/subtle"
+	"encoding/json"
 	"errors"
+	"fmt"
 	"net/http"
 	"strconv"
 	"strings"
@@ -167,6 +169,55 @@ func (h *DeliveryHandler) Get(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"task": task, "events": events})
 }
 
+func (h *DeliveryHandler) Stream(c *gin.Context) {
+	claims, ok := CurrentClaims(c)
+	if !ok {
+		c.JSON(http.StatusUnauthorized, gin.H{"error": "missing current user"})
+		return
+	}
+	taskID := c.Param("id")
+	task, events, err := h.service.GetTask(c.Request.Context(), taskID, claims.UserID, claims.IsAdmin)
+	if errors.Is(err, gorm.ErrRecordNotFound) {
+		c.JSON(http.StatusNotFound, gin.H{"error": "task not found"})
+		return
+	}
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	updates, cancel := h.service.SubscribeTask(taskID)
+	defer cancel()
+
+	c.Header("Content-Type", "text/event-stream")
+	c.Header("Cache-Control", "no-cache")
+	c.Header("Connection", "keep-alive")
+	c.Header("X-Accel-Buffering", "no")
+	c.Status(http.StatusOK)
+	writeSSE(c.Writer, "snapshot", service.DeliveryTaskSnapshot{Task: task, Events: events})
+	c.Writer.Flush()
+
+	for {
+		select {
+		case <-c.Request.Context().Done():
+			return
+		case snapshot, ok := <-updates:
+			if !ok {
+				return
+			}
+			writeSSE(c.Writer, "snapshot", snapshot)
+			c.Writer.Flush()
+		}
+	}
+}
+
+func writeSSE(w http.ResponseWriter, event string, payload any) {
+	raw, err := json.Marshal(payload)
+	if err != nil {
+		return
+	}
+	_, _ = fmt.Fprintf(w, "event: %s\ndata: %s\n\n", event, raw)
+}
+
 // Cancel 取消交付任务
 // @Summary      取消交付任务
 // @Description  取消一个正在执行或等待中的交付任务
diff --git a/server/internal/router/router.go b/server/internal/router/router.go
index 2c0a548..797517d 100644
--- a/server/internal/router/router.go
+++ b/server/internal/router/router.go
@@ -149,6 +149,7 @@ func registerAuthServerRoutes(r *gin.Engine, deps Dependencies) {
 		protected.POST("/delivery/mysql", deliveryHandler.CreateMySQL)
 		protected.GET("/delivery/tasks", deliveryHandler.List)
 		protected.GET("/delivery/tasks/:id", deliveryHandler.Get)
+		protected.GET("/delivery/tasks/:id/stream", deliveryHandler.Stream)
 		protected.POST("/delivery/tasks/:id/cancel", deliveryHandler.Cancel)
 		protected.GET("/task-logs", taskLogHandler.List)
 		protected.GET("/task-logs/:id", taskLogHandler.Get)
diff --git a/server/internal/service/delivery.go b/server/internal/service/delivery.go
index d25fa53..57947b0 100644
--- a/server/internal/service/delivery.go
+++ b/server/internal/service/delivery.go
@@ -94,6 +94,11 @@ type DeliveryTaskListFilter struct {
 	ActiveOnly     bool
 }
 
+type DeliveryTaskSnapshot struct {
+	Task   *model.DeliveryTask `json:"task"`
+	Events []model.TaskEvent   `json:"events"`
+}
+
 // targetMetadata describes the native VM候选节点池以及部署形态，由 AWX inventory hosts 动态组装。
 type targetMetadata struct {
 	Topology  string       `json:"topology"`
@@ -173,12 +178,14 @@ type DeliveryService struct {
 	awx         *AWXClient
 	audit       *AuditService
 	executionMu sync.Mutex
+	streamMu    sync.Mutex
+	streams     map[string]map[chan DeliveryTaskSnapshot]struct{}
 }
 
 func (s *DeliveryService) DB() *gorm.DB { return s.db }
 
 func NewDeliveryService(cfg config.Config, db *gorm.DB, audit *AuditService) *DeliveryService {
-	return &DeliveryService{db: db, cfg: cfg, awx: NewAWXClient(cfg.AWXBaseURL, cfg.AWXToken, cfg.AWXUsername, cfg.AWXPassword), audit: audit}
+	return &DeliveryService{db: db, cfg: cfg, awx: NewAWXClient(cfg.AWXBaseURL, cfg.AWXToken, cfg.AWXUsername, cfg.AWXPassword), audit: audit, streams: make(map[string]map[chan DeliveryTaskSnapshot]struct{})}
 }
 
 func (s *DeliveryService) ListTargets(ctx context.Context, component string) ([]DeliveryTarget, error) {
@@ -312,6 +319,7 @@ func (s *DeliveryService) CreateTask(ctx context.Context, userID uint64, isAdmin
 		return nil, false, err
 	}
 	_ = s.db.WithContext(ctx).Create(&model.TaskEvent{TaskID: task.ID, ToState: model.TaskPending, Message: "delivery task created"}).Error
+	s.broadcastTask(ctx, task.ID)
 	return &task, false, nil
 }
 
@@ -554,6 +562,51 @@ func (s *DeliveryService) GetTask(ctx context.Context, taskID string, userID uin
 	return &task, events, nil
 }
 
+func (s *DeliveryService) SubscribeTask(taskID string) (<-chan DeliveryTaskSnapshot, func()) {
+	ch := make(chan DeliveryTaskSnapshot, 8)
+	s.streamMu.Lock()
+	if s.streams[taskID] == nil {
+		s.streams[taskID] = make(map[chan DeliveryTaskSnapshot]struct{})
+	}
+	s.streams[taskID][ch] = struct{}{}
+	s.streamMu.Unlock()
+	cancel := func() {
+		s.streamMu.Lock()
+		if subscribers := s.streams[taskID]; subscribers != nil {
+			delete(subscribers, ch)
+			if len(subscribers) == 0 {
+				delete(s.streams, taskID)
+			}
+		}
+		s.streamMu.Unlock()
+		close(ch)
+	}
+	return ch, cancel
+}
+
+func (s *DeliveryService) taskSnapshot(ctx context.Context, taskID string) (DeliveryTaskSnapshot, error) {
+	task, events, err := s.GetTask(ctx, taskID, 0, true)
+	if err != nil {
+		return DeliveryTaskSnapshot{}, err
+	}
+	return DeliveryTaskSnapshot{Task: task, Events: events}, nil
+}
+
+func (s *DeliveryService) broadcastTask(ctx context.Context, taskID string) {
+	snapshot, err := s.taskSnapshot(ctx, taskID)
+	if err != nil {
+		return
+	}
+	s.streamMu.Lock()
+	defer s.streamMu.Unlock()
+	for ch := range s.streams[taskID] {
+		select {
+		case ch <- snapshot:
+		default:
+		}
+	}
+}
+
 func (s *DeliveryService) AWXJobStdout(ctx context.Context, jobID string) (string, error) {
 	return s.awx.JobStdout(ctx, jobID)
 }
@@ -781,8 +834,11 @@ func (s *DeliveryService) DispatchOnce(ctx context.Context) error {
 	}
 	_, _, err = s.CreateExecution(ctx, task.ID, task.PayloadHash, task.IdempotencyKey)
 	if err != nil {
-		return s.failTask(ctx, task, model.TaskExecutionFailed, err.Error())
+		failErr := s.failTask(ctx, task, model.TaskExecutionFailed, err.Error())
+		s.broadcastTask(ctx, task.ID)
+		return failErr
 	}
+	s.broadcastTask(ctx, task.ID)
 	return nil
 }
 
@@ -883,7 +939,7 @@ func (s *DeliveryService) HandleStageEvent(ctx context.Context, taskID string, i
 	}
 	eventState := "stage_" + stage + "_" + status
 
-	return s.db.WithContext(ctx).Transaction(func(tx *gorm.DB) error {
+	err := s.db.WithContext(ctx).Transaction(func(tx *gorm.DB) error {
 		var task model.DeliveryTask
 		if err := tx.First(&task, "id = ?", taskID).Error; err != nil {
 			return err
@@ -922,6 +978,10 @@ func (s *DeliveryService) HandleStageEvent(ctx context.Context, taskID string, i
 		}
 		return nil
 	})
+	if err == nil {
+		s.broadcastTask(ctx, taskID)
+	}
+	return err
 }
 
 func (s *DeliveryService) HandleAWXJobNotification(ctx context.Context, input AWXJobNotificationInput) error {
@@ -937,6 +997,7 @@ func (s *DeliveryService) HandleAWXJobNotification(ctx context.Context, input AW
 		return err
 	}
 	message := awxNotificationMessage(input)
+	defer s.broadcastTask(ctx, execution.TaskID)
 	switch status {
 	case "pending", "waiting", "running", "new":
 		return s.recordAWXEvent(ctx, execution.TaskID, status, message)