diff --git a/callbacks/aspect_inject_test.go b/callbacks/aspect_inject_test.go
index ee6fb5d..9763643 100644
--- a/callbacks/aspect_inject_test.go
+++ b/callbacks/aspect_inject_test.go
@@ -25,6 +25,7 @@ import (
 
 	"github.com/stretchr/testify/assert"
 
+	"github.com/cloudwego/eino/internal/callbacks"
 	"github.com/cloudwego/eino/schema"
 )
 
@@ -181,3 +182,19 @@ func TestAspectInject(t *testing.T) {
 		assert.Equal(t, 186, cnt)
 	})
 }
+
+func TestGlobalCallbacksRepeated(t *testing.T) {
+	times := 0
+	testHandler := NewHandlerBuilder().OnStartFn(func(ctx context.Context, info *callbacks.RunInfo, input callbacks.CallbackInput) context.Context {
+		times++
+		return ctx
+	}).Build()
+	callbacks.GlobalHandlers = append(callbacks.GlobalHandlers, testHandler)
+
+	ctx := context.Background()
+	ctx = callbacks.AppendHandlers(ctx, &RunInfo{})
+	ctx = callbacks.AppendHandlers(ctx, &RunInfo{})
+
+	callbacks.On(ctx, "test", callbacks.OnStartHandle[string], TimingOnStart)
+	assert.Equal(t, times, 1)
+}
diff --git a/internal/callbacks/inject.go b/internal/callbacks/inject.go
index b7e063a..95abe2b 100644
--- a/internal/callbacks/inject.go
+++ b/internal/callbacks/inject.go
@@ -59,8 +59,8 @@ func On[T any](ctx context.Context, inOut T, handle Handle[T], timing CallbackTi
 		return ctx, inOut
 	}
 
-	hs := make([]Handler, 0, len(mgr.handlers))
-	for _, handler := range mgr.handlers {
+	hs := make([]Handler, 0, len(mgr.handlers)+len(mgr.globalHandlers))
+	for _, handler := range append(mgr.handlers, mgr.globalHandlers...) {
 		timingChecker, ok_ := handler.(TimingChecker)
 		if !ok_ || timingChecker.Needed(ctx, mgr.runInfo, timing) {
 			hs = append(hs, handler)
diff --git a/internal/callbacks/manager.go b/internal/callbacks/manager.go
index d40c8c1..86192fc 100644
--- a/internal/callbacks/manager.go
+++ b/internal/callbacks/manager.go
@@ -19,24 +19,25 @@ package callbacks
 import "context"
 
 type manager struct {
-	handlers []Handler
-	runInfo  *RunInfo
+	globalHandlers []Handler
+	handlers       []Handler
+	runInfo        *RunInfo
 }
 
 var GlobalHandlers []Handler
 
 func newManager(runInfo *RunInfo, handlers ...Handler) (*manager, bool) {
-	l := len(handlers) + len(GlobalHandlers)
-	if l == 0 {
+	if len(handlers)+len(GlobalHandlers) == 0 {
 		return nil, false
 	}
-	hs := make([]Handler, 0, l)
-	hs = append(hs, GlobalHandlers...)
-	hs = append(hs, handlers...)
+
+	hs := make([]Handler, len(GlobalHandlers))
+	copy(hs, GlobalHandlers)
 
 	return &manager{
-		handlers: hs,
-		runInfo:  runInfo,
+		globalHandlers: hs,
+		handlers:       handlers,
+		runInfo:        runInfo,
 	}, true
 }
 
@@ -50,8 +51,9 @@ func (m *manager) withRunInfo(runInfo *RunInfo) *manager {
 	}
 
 	return &manager{
-		handlers: m.handlers,
-		runInfo:  runInfo,
+		globalHandlers: m.globalHandlers,
+		handlers:       m.handlers,
+		runInfo:        runInfo,
 	}
 }
 
@@ -60,8 +62,9 @@ func managerFromCtx(ctx context.Context) (*manager, bool) {
 	m, ok := v.(*manager)
 	if ok && m != nil {
 		return &manager{
-			handlers: m.handlers,
-			runInfo:  m.runInfo,
+			globalHandlers: m.globalHandlers,
+			handlers:       m.handlers,
+			runInfo:        m.runInfo,
 		}, true
 	}