diff --git a/hutool-core/src/main/java/org/dromara/hutool/core/bean/StrictBeanDesc.java b/hutool-core/src/main/java/org/dromara/hutool/core/bean/StrictBeanDesc.java
index ff6dfed08..7fc461150 100644
--- a/hutool-core/src/main/java/org/dromara/hutool/core/bean/StrictBeanDesc.java
+++ b/hutool-core/src/main/java/org/dromara/hutool/core/bean/StrictBeanDesc.java
@@ -198,7 +198,7 @@ public class StrictBeanDesc extends AbstractBeanDesc {
 	private static Method getGetterForBoolean(final Method[] gettersOrSetters, final String fieldName, final boolean ignoreCase) {
 		// 查找isXXX
 		return MethodUtil.getMethod(gettersOrSetters, m -> {
-			if (0 != m.getParameterCount() || false == BooleanUtil.isBoolean(m.getReturnType())) {
+			if (0 != m.getParameterCount() || !BooleanUtil.isBoolean(m.getReturnType())) {
 				// getter方法要求无参数且返回boolean或Boolean
 				return false;
 			}
@@ -231,7 +231,7 @@ public class StrictBeanDesc extends AbstractBeanDesc {
 	private static Method getSetterForBoolean(final Method[] gettersOrSetters, final String fieldName, final boolean ignoreCase) {
 		// 查找isXXX
 		return MethodUtil.getMethod(gettersOrSetters, m -> {
-			if (1 != m.getParameterCount() || false == BooleanUtil.isBoolean(m.getParameterTypes()[0])) {
+			if (1 != m.getParameterCount() || !BooleanUtil.isBoolean(m.getParameterTypes()[0])) {
 				// setter方法要求1个boolean或Boolean参数
 				return false;
 			}
diff --git a/hutool-core/src/main/java/org/dromara/hutool/core/cache/impl/StampedCache.java b/hutool-core/src/main/java/org/dromara/hutool/core/cache/impl/StampedCache.java
index 74fde715c..015aa44d7 100644
--- a/hutool-core/src/main/java/org/dromara/hutool/core/cache/impl/StampedCache.java
+++ b/hutool-core/src/main/java/org/dromara/hutool/core/cache/impl/StampedCache.java
@@ -51,12 +51,12 @@ public abstract class StampedCache<K, V> extends AbstractCache<K, V> {
 
 	@Override
 	public boolean containsKey(final K key) {
-		return null != get(key, false, false);
+		return null != doGet(key, false, false);
 	}
 
 	@Override
 	public V get(final K key, final boolean isUpdateLastAccess) {
-		return get(key, isUpdateLastAccess, true);
+		return doGet(key, isUpdateLastAccess, true);
 	}
 
 	@Override
@@ -106,19 +106,38 @@ public abstract class StampedCache<K, V> extends AbstractCache<K, V> {
 	}
 
 	/**
-	 * 获取值
+	 * 获取值，使用乐观锁，但是此方法可能导致读取脏数据，但对于缓存业务可容忍。情况如下：
+	 * <pre>
+	 *     1. 读取时无写入，不冲突，直接获取值
+	 *     2. 读取时无写入，但是乐观读时触发了并发异常，此时获取同步锁，获取新值
+	 *     4. 读取时有写入，此时获取同步锁，获取新值
+	 * </pre>
 	 *
 	 * @param key                键
 	 * @param isUpdateLastAccess 是否更新最后修改时间
 	 * @param isUpdateCount      是否更新命中数，get时更新，contains时不更新
 	 * @return 值或null
 	 */
-	private V get(final K key, final boolean isUpdateLastAccess, final boolean isUpdateCount) {
+	private V doGet(final K key, final boolean isUpdateLastAccess, final boolean isUpdateCount) {
 		// 尝试读取缓存，使用乐观读锁
+		CacheObj<K, V> co = null;
 		long stamp = lock.tryOptimisticRead();
-		CacheObj<K, V> co = getWithoutLock(key);
-		if (false == lock.validate(stamp)) {
-			// 有写线程修改了此对象，悲观读
+		boolean isReadError = true;
+		if(lock.validate(stamp)){
+			try{
+				// 乐观读，可能读取脏数据，在缓存中可容忍，分两种情况
+				// 1. 读取时无线程写入
+				// 2. 读取时有线程写入，导致数据不一致，此时读取未更新的缓存值
+				co = getWithoutLock(key);
+				isReadError = false;
+			} catch (final Exception ignore){
+				// ignore
+			}
+		}
+
+		if(isReadError){
+			// 转换为悲观读
+			// 原因可能为无锁读时触发并发异常，或者锁被占（正在写）
 			stamp = lock.readLock();
 			try {
 				co = getWithoutLock(key);
@@ -133,7 +152,7 @@ public abstract class StampedCache<K, V> extends AbstractCache<K, V> {
 				missCount.increment();
 			}
 			return null;
-		} else if (false == co.isExpired()) {
+		} else if (!co.isExpired()) {
 			if (isUpdateCount) {
 				hitCount.increment();
 			}
@@ -159,7 +178,7 @@ public abstract class StampedCache<K, V> extends AbstractCache<K, V> {
 			if (null == co) {
 				return null;
 			}
-			if (false == co.isExpired()) {
+			if (!co.isExpired()) {
 				// 首先尝试获取值，如果值存在且有效，返回之
 				if (isUpdateCount) {
 					hitCount.increment();
diff --git a/hutool-core/src/main/java/org/dromara/hutool/core/date/DateBetween.java b/hutool-core/src/main/java/org/dromara/hutool/core/date/DateBetween.java
index debb6e4b3..bf9883730 100644
--- a/hutool-core/src/main/java/org/dromara/hutool/core/date/DateBetween.java
+++ b/hutool-core/src/main/java/org/dromara/hutool/core/date/DateBetween.java
@@ -152,29 +152,30 @@ public class DateBetween implements Serializable {
 		final Calendar endCal = CalendarUtil.calendar(end);
 
 		final int result = endCal.get(Calendar.YEAR) - beginCal.get(Calendar.YEAR);
-		if (false == isReset) {
-			final int beginMonthBase0 = beginCal.get(Calendar.MONTH);
-			final int endMonthBase0 = endCal.get(Calendar.MONTH);
-			if (beginMonthBase0 < endMonthBase0) {
-				return result;
-			} else if (beginMonthBase0 > endMonthBase0) {
-				return result - 1;
-			} else if (Calendar.FEBRUARY == beginMonthBase0
-				&& CalendarUtil.isLastDayOfMonth(beginCal)
-				&& CalendarUtil.isLastDayOfMonth(endCal)) {
-				// 考虑闰年的2月情况
-				// 两个日期都位于2月的最后一天，此时月数按照相等对待，此时都设置为1号
-				beginCal.set(Calendar.DAY_OF_MONTH, 1);
-				endCal.set(Calendar.DAY_OF_MONTH, 1);
-			}
-
-			endCal.set(Calendar.YEAR, beginCal.get(Calendar.YEAR));
-			final long between = endCal.getTimeInMillis() - beginCal.getTimeInMillis();
-			if (between < 0) {
-				return result - 1;
-			}
+		if(isReset){
+			return result;
+		}
+
+		final int beginMonthBase0 = beginCal.get(Calendar.MONTH);
+		final int endMonthBase0 = endCal.get(Calendar.MONTH);
+		if (beginMonthBase0 < endMonthBase0) {
+			return result;
+		} else if (beginMonthBase0 > endMonthBase0) {
+			return result - 1;
+		} else if (Calendar.FEBRUARY == beginMonthBase0
+			&& CalendarUtil.isLastDayOfMonth(beginCal)
+			&& CalendarUtil.isLastDayOfMonth(endCal)) {
+			// 考虑闰年的2月情况
+			// 两个日期都位于2月的最后一天，此时月数按照相等对待，此时都设置为1号
+			beginCal.set(Calendar.DAY_OF_MONTH, 1);
+			endCal.set(Calendar.DAY_OF_MONTH, 1);
+		}
+
+		endCal.set(Calendar.YEAR, beginCal.get(Calendar.YEAR));
+		final long between = endCal.getTimeInMillis() - beginCal.getTimeInMillis();
+		if (between < 0) {
+			return result - 1;
 		}
-		return result;
 	}
 
 	/**
diff --git a/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileTypeUtil.java b/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileTypeUtil.java
index 0dc1609e1..fe7796ce6 100644
--- a/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileTypeUtil.java
+++ b/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileTypeUtil.java
@@ -221,7 +221,7 @@ public class FileTypeUtil {
 	 * @throws IORuntimeException 读取文件引起的异常
 	 */
 	public static String getType(final File file, final boolean isExact) throws IORuntimeException {
-		if (false == FileUtil.isFile(file)) {
+		if (!FileUtil.isFile(file)) {
 			throw new IllegalArgumentException("Not a regular file!");
 		}
 		InputStream in = null;
diff --git a/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileUtil.java b/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileUtil.java
index e96857acd..25a869549 100644
--- a/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileUtil.java
+++ b/hutool-core/src/main/java/org/dromara/hutool/core/io/file/FileUtil.java
@@ -584,9 +584,7 @@ public class FileUtil {
 	 * @since 5.8.28
 	 */
 	public static int getTotalLines(final File file, final int bufferSize) {
-		if (false == isFile(file)) {
-			throw new IORuntimeException("Input must be a File");
-		}
+		Assert.isTrue(isFile(file), ()-> new IORuntimeException("Input must be a File"));
 		try (final LineCounter lineCounter = new LineCounter(getInputStream(file), bufferSize)) {
 			return lineCounter.getCount();
 		} catch (final IOException e) {
@@ -778,7 +776,7 @@ public class FileUtil {
 	 * @since 4.5.5
 	 */
 	public static boolean cleanEmpty(final File directory) throws IORuntimeException {
-		if (directory == null || false == directory.exists() || false == directory.isDirectory()) {
+		if (directory == null || !directory.exists() || !directory.isDirectory()) {
 			return true;
 		}
 
diff --git a/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschSftp.java b/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschSftp.java
index 7f4a9dc74..ee3bad669 100644
--- a/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschSftp.java
+++ b/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschSftp.java
@@ -201,7 +201,7 @@ public class JschSftp extends AbstractFtp {
 	 * @since 4.1.14
 	 */
 	public ChannelSftp getClient() {
-		if (false == this.channel.isConnected()) {
+		if (!this.channel.isConnected()) {
 			init();
 		}
 		return this.channel;
diff --git a/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschUtil.java b/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschUtil.java
index cc2f665df..797a6e8de 100644
--- a/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschUtil.java
+++ b/hutool-extra/src/main/java/org/dromara/hutool/extra/ssh/engine/jsch/JschUtil.java
@@ -89,7 +89,7 @@ public class JschUtil {
 	public static Channel createChannel(final Session session, final ChannelType channelType, final long timeout) {
 		final Channel channel;
 		try {
-			if (false == session.isConnected()) {
+			if (!session.isConnected()) {
 				session.connect((int) timeout);
 			}
 			channel = session.openChannel(channelType.getValue());
diff --git a/hutool-http/src/main/java/org/dromara/hutool/http/useragent/UserAgentParser.java b/hutool-http/src/main/java/org/dromara/hutool/http/useragent/UserAgentParser.java
index 419a7e873..4394b4be0 100644
--- a/hutool-http/src/main/java/org/dromara/hutool/http/useragent/UserAgentParser.java
+++ b/hutool-http/src/main/java/org/dromara/hutool/http/useragent/UserAgentParser.java
@@ -59,7 +59,7 @@ public class UserAgentParser {
 
 		// issue#IA74K2 MACOS下的微信不属于移动平台
 		if(platform.isMobile() || browser.isMobile()){
-			if(false == os.isMacOS()){
+			if(!os.isMacOS()){
 				userAgent.setMobile(true);
 			}
 		}