diff --git a/internal/cache/cache_manager.go b/internal/cache/cache_manager.go
index 561abbd..7eb3899 100644
--- a/internal/cache/cache_manager.go
+++ b/internal/cache/cache_manager.go
@@ -106,3 +106,16 @@ func (cm *CacheManager) GetL1() *L1Cache {
 func (cm *CacheManager) GetL2() L2Cache {
 	return cm.l2
 }
+
+// Increment 原子递增（同时更新L1和L2）
+func (cm *CacheManager) Increment(ctx context.Context, key string, delta int64, ttl time.Duration) (int64, error) {
+	// 先更新L1
+	cm.l1.Increment(key, delta, ttl)
+
+	// 再更新L2
+	if cm.l2 != nil {
+		return cm.l2.Increment(ctx, key, delta, ttl)
+	}
+
+	return cm.l1.Increment(key, 0, 0), nil
+}
diff --git a/internal/cache/l1.go b/internal/cache/l1.go
index c26061e..73dc97e 100644
--- a/internal/cache/l1.go
+++ b/internal/cache/l1.go
@@ -169,3 +169,44 @@ func (c *L1Cache) Cleanup() {
 		c.removeFromAccessOrder(key)
 	}
 }
+
+// Increment 原子递增（用于登录失败计数器等原子操作场景）
+func (c *L1Cache) Increment(key string, delta int64, ttl time.Duration) int64 {
+	c.mu.Lock()
+	defer c.mu.Unlock()
+
+	var expiration int64
+	if ttl > 0 {
+		expiration = time.Now().Add(ttl).UnixNano()
+	}
+
+	current := int64(0)
+	if item, ok := c.items[key]; ok {
+		if item.Expired() {
+			delete(c.items, key)
+			c.removeFromAccessOrder(key)
+		} else {
+			if v, ok := item.Value.(int64); ok {
+				current = v
+			} else if v, ok := item.Value.(int); ok {
+				current = int64(v)
+			} else if v, ok := item.Value.(float64); ok {
+				current = int64(v)
+			}
+		}
+	}
+
+	newVal := current + delta
+	c.items[key] = &CacheItem{
+		Value:      newVal,
+		Expiration: expiration,
+	}
+
+	if _, exists := c.items[key]; !exists {
+		c.accessOrder = append(c.accessOrder, key)
+	} else {
+		c.updateAccessOrder(key)
+	}
+
+	return newVal
+}
diff --git a/internal/cache/l2.go b/internal/cache/l2.go
index 868caaa..265e39f 100644
--- a/internal/cache/l2.go
+++ b/internal/cache/l2.go
@@ -17,6 +17,7 @@ type L2Cache interface {
 	Delete(ctx context.Context, key string) error
 	Exists(ctx context.Context, key string) (bool, error)
 	Clear(ctx context.Context) error
+	Increment(ctx context.Context, key string, delta int64, ttl time.Duration) (int64, error)
 	Close() error
 }
 
@@ -127,6 +128,20 @@ func (c *RedisCache) Close() error {
 	return c.client.Close()
 }
 
+func (c *RedisCache) Increment(ctx context.Context, key string, delta int64, ttl time.Duration) (int64, error) {
+	if !c.enabled || c.client == nil {
+		return 0, errors.New("redis is not enabled")
+	}
+	result, err := c.client.IncrBy(ctx, key, delta).Result()
+	if err != nil {
+		return 0, err
+	}
+	if ttl > 0 {
+		c.client.Expire(ctx, key, ttl)
+	}
+	return result, nil
+}
+
 func decodeRedisValue(raw string) (interface{}, error) {
 	decoder := json.NewDecoder(strings.NewReader(raw))
 	decoder.UseNumber()
diff --git a/internal/service/auth.go b/internal/service/auth.go
index 20bc12f..90c426b 100644
--- a/internal/service/auth.go
+++ b/internal/service/auth.go
@@ -494,17 +494,23 @@ func (s *AuthService) incrementFailAttempts(ctx context.Context, key string) int
 		return 0
 	}
 
-	current := 0
-	if value, ok := s.cache.Get(ctx, key); ok {
-		current = attemptCount(value)
-	}
-	current++
-
-	if err := s.cache.Set(ctx, key, current, s.loginLockDuration, s.loginLockDuration); err != nil {
-		log.Printf("auth: store login attempts failed, key=%s err=%v", key, err)
+	// 使用原子递增，避免竞态条件
+	newVal, err := s.cache.Increment(ctx, key, 1, s.loginLockDuration)
+	if err != nil {
+		log.Printf("auth: increment login attempts failed, key=%s err=%v", key, err)
+		// 回退到原来的非原子方式
+		current := 0
+		if value, ok := s.cache.Get(ctx, key); ok {
+			current = attemptCount(value)
+		}
+		current++
+		if setErr := s.cache.Set(ctx, key, current, s.loginLockDuration, s.loginLockDuration); setErr != nil {
+			log.Printf("auth: store login attempts failed, key=%s err=%v", key, setErr)
+		}
+		return current
 	}
 
-	return current
+	return int(newVal)
 }
 
 func isValidPhoneSimple(phone string) bool {