diff --git a/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/cache/CacheUtils.java b/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/cache/CacheUtils.java
index 41f75405e..12a6e1724 100644
--- a/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/cache/CacheUtils.java
+++ b/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/cache/CacheUtils.java
@@ -1,12 +1,10 @@
 package cn.iocoder.yudao.framework.common.util.cache;
 
-import com.alibaba.ttl.threadpool.TtlExecutors;
 import com.google.common.cache.CacheBuilder;
 import com.google.common.cache.CacheLoader;
 import com.google.common.cache.LoadingCache;
 
 import java.time.Duration;
-import java.util.concurrent.Executor;
 import java.util.concurrent.Executors;
 
 /**
@@ -16,14 +14,36 @@ import java.util.concurrent.Executors;
  */
 public class CacheUtils {
 
+    /**
+     * 构建异步刷新的 LoadingCache 对象
+     *
+     * 注意：如果你的缓存和 ThreadLocal 有关系，要么自己处理 ThreadLocal 的传递，要么使用 {@link #buildCache(Duration, CacheLoader)} 方法
+     *
+     * 或者简单理解：
+     * 1、和“人”相关的，使用 {@link #buildCache(Duration, CacheLoader)} 方法
+     * 2、和“全局”、“系统”相关的，使用当前缓存方法
+     *
+     * @param duration 过期时间
+     * @param loader  CacheLoader 对象
+     * @return LoadingCache 对象
+     */
     public static <K, V> LoadingCache<K, V> buildAsyncReloadingCache(Duration duration, CacheLoader<K, V> loader) {
-        Executor executor = Executors.newCachedThreadPool(  // TODO 芋艿：可能要思考下，未来要不要做成可配置
-                TtlExecutors.getDefaultDisableInheritableThreadFactory()); // TTL 保证 ThreadLocal 可以透传
         return CacheBuilder.newBuilder()
                 // 只阻塞当前数据加载线程，其他线程返回旧值
                 .refreshAfterWrite(duration)
                 // 通过 asyncReloading 实现全异步加载，包括 refreshAfterWrite 被阻塞的加载线程
-                .build(CacheLoader.asyncReloading(loader, executor));
+                .build(CacheLoader.asyncReloading(loader, Executors.newCachedThreadPool())); // TODO 芋艿：可能要思考下，未来要不要做成可配置
+    }
+
+    /**
+     * 构建同步刷新的 LoadingCache 对象
+     *
+     * @param duration 过期时间
+     * @param loader  CacheLoader 对象
+     * @return LoadingCache 对象
+     */
+    public static <K, V> LoadingCache<K, V> buildCache(Duration duration, CacheLoader<K, V> loader) {
+        return CacheBuilder.newBuilder().refreshAfterWrite(duration).build(loader);
     }
 
 }
diff --git a/yudao-framework/yudao-spring-boot-starter-biz-dict/src/main/java/cn/iocoder/yudao/framework/dict/core/util/DictFrameworkUtils.java b/yudao-framework/yudao-spring-boot-starter-biz-dict/src/main/java/cn/iocoder/yudao/framework/dict/core/util/DictFrameworkUtils.java
index 8e0661749..ad8de43d7 100644
--- a/yudao-framework/yudao-spring-boot-starter-biz-dict/src/main/java/cn/iocoder/yudao/framework/dict/core/util/DictFrameworkUtils.java
+++ b/yudao-framework/yudao-spring-boot-starter-biz-dict/src/main/java/cn/iocoder/yudao/framework/dict/core/util/DictFrameworkUtils.java
@@ -12,6 +12,8 @@ import lombok.extern.slf4j.Slf4j;
 
 import java.time.Duration;
 
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+
 /**
  * 字典工具类
  *
@@ -27,7 +29,7 @@ public class DictFrameworkUtils {
     /**
      * 针对 {@link #getDictDataLabel(String, String)} 的缓存
      */
-    private static final LoadingCache<KeyValue<String, String>, DictDataRespDTO> GET_DICT_DATA_CACHE = CacheUtils.buildAsyncReloadingCache(
+    private static final LoadingCache<KeyValue<String, String>, DictDataRespDTO> GET_DICT_DATA_CACHE = buildAsyncReloadingCache(
             Duration.ofMinutes(1L), // 过期时间 1 分钟
             new CacheLoader<KeyValue<String, String>, DictDataRespDTO>() {
 
@@ -42,7 +44,7 @@ public class DictFrameworkUtils {
     /**
      * 针对 {@link #parseDictDataValue(String, String)} 的缓存
      */
-    private static final LoadingCache<KeyValue<String, String>, DictDataRespDTO> PARSE_DICT_DATA_CACHE = CacheUtils.buildAsyncReloadingCache(
+    private static final LoadingCache<KeyValue<String, String>, DictDataRespDTO> PARSE_DICT_DATA_CACHE = buildAsyncReloadingCache(
             Duration.ofMinutes(1L), // 过期时间 1 分钟
             new CacheLoader<KeyValue<String, String>, DictDataRespDTO>() {
 
diff --git a/yudao-framework/yudao-spring-boot-starter-biz-tenant/src/main/java/cn/iocoder/yudao/framework/tenant/core/service/TenantFrameworkServiceImpl.java b/yudao-framework/yudao-spring-boot-starter-biz-tenant/src/main/java/cn/iocoder/yudao/framework/tenant/core/service/TenantFrameworkServiceImpl.java
index 7877ae1e0..abeecab87 100644
--- a/yudao-framework/yudao-spring-boot-starter-biz-tenant/src/main/java/cn/iocoder/yudao/framework/tenant/core/service/TenantFrameworkServiceImpl.java
+++ b/yudao-framework/yudao-spring-boot-starter-biz-tenant/src/main/java/cn/iocoder/yudao/framework/tenant/core/service/TenantFrameworkServiceImpl.java
@@ -11,6 +11,8 @@ import lombok.SneakyThrows;
 import java.time.Duration;
 import java.util.List;
 
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+
 /**
  * Tenant 框架 Service 实现类
  *
@@ -24,7 +26,7 @@ public class TenantFrameworkServiceImpl implements TenantFrameworkService {
     /**
      * 针对 {@link #getTenantIds()} 的缓存
      */
-    private final LoadingCache<Object, List<Long>> getTenantIdsCache = CacheUtils.buildAsyncReloadingCache(
+    private final LoadingCache<Object, List<Long>> getTenantIdsCache = buildAsyncReloadingCache(
             Duration.ofMinutes(1L), // 过期时间 1 分钟
             new CacheLoader<Object, List<Long>>() {
 
@@ -38,7 +40,7 @@ public class TenantFrameworkServiceImpl implements TenantFrameworkService {
     /**
      * 针对 {@link #validTenant(Long)} 的缓存
      */
-    private final LoadingCache<Long, CommonResult<Boolean>> validTenantCache = CacheUtils.buildAsyncReloadingCache(
+    private final LoadingCache<Long, CommonResult<Boolean>> validTenantCache = buildAsyncReloadingCache(
             Duration.ofMinutes(1L), // 过期时间 1 分钟
             new CacheLoader<Long, CommonResult<Boolean>>() {
 
diff --git a/yudao-framework/yudao-spring-boot-starter-security/src/main/java/cn/iocoder/yudao/framework/security/core/service/SecurityFrameworkServiceImpl.java b/yudao-framework/yudao-spring-boot-starter-security/src/main/java/cn/iocoder/yudao/framework/security/core/service/SecurityFrameworkServiceImpl.java
index a3e4ad98c..2e4dc15f5 100644
--- a/yudao-framework/yudao-spring-boot-starter-security/src/main/java/cn/iocoder/yudao/framework/security/core/service/SecurityFrameworkServiceImpl.java
+++ b/yudao-framework/yudao-spring-boot-starter-security/src/main/java/cn/iocoder/yudao/framework/security/core/service/SecurityFrameworkServiceImpl.java
@@ -20,6 +20,8 @@ import java.time.Duration;
 import java.util.Arrays;
 import java.util.List;
 
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildCache;
 import static cn.iocoder.yudao.framework.security.core.util.SecurityFrameworkUtils.getLoginUserId;
 
 /**
@@ -35,7 +37,7 @@ public class SecurityFrameworkServiceImpl implements SecurityFrameworkService {
     /**
      * 针对 {@link #hasAnyRoles(String...)} 的缓存
      */
-    private final LoadingCache<KeyValue<Long, List<String>>, Boolean> hasAnyRolesCache = CacheUtils.buildAsyncReloadingCache(
+    private final LoadingCache<KeyValue<Long, List<String>>, Boolean> hasAnyRolesCache = buildCache(
             Duration.ofMinutes(1L), // 过期时间 1 分钟
             new CacheLoader<KeyValue<Long, List<String>>, Boolean>() {
 
@@ -49,7 +51,7 @@ public class SecurityFrameworkServiceImpl implements SecurityFrameworkService {
     /**
      * 针对 {@link #hasAnyPermissions(String...)} 的缓存
      */
-    private final LoadingCache<KeyValue<Long, List<String>>, Boolean> hasAnyPermissionsCache = CacheUtils.buildAsyncReloadingCache(
+    private final LoadingCache<KeyValue<Long, List<String>>, Boolean> hasAnyPermissionsCache = buildCache(
             Duration.ofMinutes(1L), // 过期时间 1 分钟
             new CacheLoader<KeyValue<Long, List<String>>, Boolean>() {
 
diff --git a/yudao-gateway/src/main/java/cn/iocoder/yudao/gateway/filter/security/TokenAuthenticationFilter.java b/yudao-gateway/src/main/java/cn/iocoder/yudao/gateway/filter/security/TokenAuthenticationFilter.java
index c944c18fa..c4ace9146 100644
--- a/yudao-gateway/src/main/java/cn/iocoder/yudao/gateway/filter/security/TokenAuthenticationFilter.java
+++ b/yudao-gateway/src/main/java/cn/iocoder/yudao/gateway/filter/security/TokenAuthenticationFilter.java
@@ -26,6 +26,9 @@ import java.time.Duration;
 import java.util.Objects;
 import java.util.function.Function;
 
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildCache;
+
 /**
  * Token 过滤器，验证 token 的有效性
  * 1. 验证通过时，将 userId、userType、tenantId 通过 Header 转发给服务
@@ -59,7 +62,7 @@ public class TokenAuthenticationFilter implements GlobalFilter, Ordered {
      * key1：多租户的编号
      * key2：访问令牌
      */
-    private final LoadingCache<KeyValue<Long, String>, LoginUser> loginUserCache = CacheUtils.buildAsyncReloadingCache(Duration.ofMinutes(1),
+    private final LoadingCache<KeyValue<Long, String>, LoginUser> loginUserCache = buildAsyncReloadingCache(Duration.ofMinutes(1),
             new CacheLoader<KeyValue<Long, String>, LoginUser>() {
 
                 @Override
diff --git a/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/bargain/AppBargainActivityController.java b/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/bargain/AppBargainActivityController.java
index 8219a5583..1a4386a17 100644
--- a/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/bargain/AppBargainActivityController.java
+++ b/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/bargain/AppBargainActivityController.java
@@ -31,6 +31,7 @@ import java.util.List;
 
 import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
 import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildCache;
 import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
 
 @Tag(name = "用户 App - 砍价活动")
@@ -42,7 +43,7 @@ public class AppBargainActivityController {
     /**
      * {@link AppBargainActivityRespVO} 缓存，通过它异步刷新 {@link #getBargainActivityList0(Integer)} 所要的首页数据
      */
-    private final LoadingCache<Integer, List<AppBargainActivityRespVO>> bargainActivityListCache = buildAsyncReloadingCache(Duration.ofSeconds(10L),
+    private final LoadingCache<Integer, List<AppBargainActivityRespVO>> bargainActivityListCache = buildCache(Duration.ofSeconds(10L),
             new CacheLoader<Integer, List<AppBargainActivityRespVO>>() {
 
                 @Override
diff --git a/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/combination/AppCombinationActivityController.java b/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/combination/AppCombinationActivityController.java
index 6b0beaeff..1a46a0189 100644
--- a/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/combination/AppCombinationActivityController.java
+++ b/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/combination/AppCombinationActivityController.java
@@ -32,6 +32,7 @@ import java.util.List;
 
 import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
 import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildCache;
 import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
 
 @Tag(name = "用户 APP - 拼团活动")
@@ -43,7 +44,7 @@ public class AppCombinationActivityController {
     /**
      * {@link AppCombinationActivityRespVO} 缓存，通过它异步刷新 {@link #getCombinationActivityList0(Integer)} 所要的首页数据
      */
-    private final LoadingCache<Integer, List<AppCombinationActivityRespVO>> combinationActivityListCache = buildAsyncReloadingCache(Duration.ofSeconds(10L),
+    private final LoadingCache<Integer, List<AppCombinationActivityRespVO>> combinationActivityListCache = buildCache(Duration.ofSeconds(10L),
             new CacheLoader<Integer, List<AppCombinationActivityRespVO>>() {
 
                 @Override
diff --git a/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/seckill/AppSeckillActivityController.java b/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/seckill/AppSeckillActivityController.java
index bc3609840..8a6b020d0 100644
--- a/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/seckill/AppSeckillActivityController.java
+++ b/yudao-module-mall/yudao-module-promotion-biz/src/main/java/cn/iocoder/yudao/module/promotion/controller/app/seckill/AppSeckillActivityController.java
@@ -39,6 +39,7 @@ import java.util.List;
 
 import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
 import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildCache;
 import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
 import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.findFirst;
 import static cn.iocoder.yudao.framework.common.util.date.LocalDateTimeUtils.isBetween;
@@ -52,7 +53,7 @@ public class AppSeckillActivityController {
     /**
      * {@link AppSeckillActivityNowRespVO} 缓存，通过它异步刷新 {@link #getNowSeckillActivity()} 所要的首页数据
      */
-    private final LoadingCache<String, AppSeckillActivityNowRespVO> nowSeckillActivityCache = buildAsyncReloadingCache(Duration.ofSeconds(10L),
+    private final LoadingCache<String, AppSeckillActivityNowRespVO> nowSeckillActivityCache = buildCache(Duration.ofSeconds(10L),
             new CacheLoader<String, AppSeckillActivityNowRespVO>() {
 
                 @Override
diff --git a/yudao-module-system/yudao-module-system-biz/src/main/java/cn/iocoder/yudao/module/system/service/social/SocialClientServiceImpl.java b/yudao-module-system/yudao-module-system-biz/src/main/java/cn/iocoder/yudao/module/system/service/social/SocialClientServiceImpl.java
index ab58cc6bd..2e0a0d144 100644
--- a/yudao-module-system/yudao-module-system-biz/src/main/java/cn/iocoder/yudao/module/system/service/social/SocialClientServiceImpl.java
+++ b/yudao-module-system/yudao-module-system-biz/src/main/java/cn/iocoder/yudao/module/system/service/social/SocialClientServiceImpl.java
@@ -46,6 +46,7 @@ import java.time.Duration;
 import java.util.Objects;
 
 import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
+import static cn.iocoder.yudao.framework.common.util.cache.CacheUtils.buildAsyncReloadingCache;
 import static cn.iocoder.yudao.framework.common.util.json.JsonUtils.toJsonString;
 import static cn.iocoder.yudao.module.system.enums.ErrorCodeConstants.*;
 
@@ -75,7 +76,7 @@ public class SocialClientServiceImpl implements SocialClientService {
      *
      * 为什么要做 WxMpService 缓存？因为 WxMpService 构建成本比较大，所以尽量保证它是单例。
      */
-    private final LoadingCache<String, WxMpService> wxMpServiceCache = CacheUtils.buildAsyncReloadingCache(
+    private final LoadingCache<String, WxMpService> wxMpServiceCache = buildAsyncReloadingCache(
             Duration.ofSeconds(10L),
             new CacheLoader<String, WxMpService>() {
 
@@ -96,7 +97,7 @@ public class SocialClientServiceImpl implements SocialClientService {
      *
      * 说明同 {@link #wxMpServiceCache} 变量
      */
-    private final LoadingCache<String, WxMaService> wxMaServiceCache = CacheUtils.buildAsyncReloadingCache(
+    private final LoadingCache<String, WxMaService> wxMaServiceCache = buildAsyncReloadingCache(
             Duration.ofSeconds(10L),
             new CacheLoader<String, WxMaService>() {