diff --git a/acl/src/main/java/org/springframework/security/acls/domain/AclAuthorizationStrategyImpl.java b/acl/src/main/java/org/springframework/security/acls/domain/AclAuthorizationStrategyImpl.java
index 685903389b..b81e20fbe5 100644
--- a/acl/src/main/java/org/springframework/security/acls/domain/AclAuthorizationStrategyImpl.java
+++ b/acl/src/main/java/org/springframework/security/acls/domain/AclAuthorizationStrategyImpl.java
@@ -147,7 +147,7 @@ public class AclAuthorizationStrategyImpl implements AclAuthorizationStrategy {
 	/**
 	 * Creates a principal-like sid from the authentication information.
 	 * @param authentication the authentication information that can provide principal and
-	 * thus the sid's id will be dependant on the value inside
+	 * thus the sid's id will be dependent on the value inside
 	 * @return a sid with the ID taken from the authentication information
 	 */
 	protected Sid createCurrentUser(Authentication authentication) {
diff --git a/acl/src/main/java/org/springframework/security/acls/domain/AclImpl.java b/acl/src/main/java/org/springframework/security/acls/domain/AclImpl.java
index fada8bf964..8cf37d114d 100644
--- a/acl/src/main/java/org/springframework/security/acls/domain/AclImpl.java
+++ b/acl/src/main/java/org/springframework/security/acls/domain/AclImpl.java
@@ -92,9 +92,9 @@ public class AclImpl implements Acl, MutableAcl, AuditableAcl, OwnershipAcl {
 	 * @param aclAuthorizationStrategy authorization strategy
 	 * @param grantingStrategy the {@code PermissionGrantingStrategy} which will be used
 	 * by the {@code isGranted()} method
-	 * @param parentAcl the parent (may be may be {@code null})
-	 * @param loadedSids the loaded SIDs if only a subset were loaded (may be {@code null}
-	 * )
+	 * @param parentAcl the parent (may be {@code null})
+	 * @param loadedSids the loaded SIDs if only a subset were loaded (may be
+	 * {@code null})
 	 * @param entriesInheriting if ACEs from the parent should inherit into this ACL
 	 * @param owner the owner (required)
 	 */
diff --git a/config/src/main/java/org/springframework/security/config/annotation/authentication/configurers/provisioning/UserDetailsManagerConfigurer.java b/config/src/main/java/org/springframework/security/config/annotation/authentication/configurers/provisioning/UserDetailsManagerConfigurer.java
index 870dcc2d39..82cc402720 100644
--- a/config/src/main/java/org/springframework/security/config/annotation/authentication/configurers/provisioning/UserDetailsManagerConfigurer.java
+++ b/config/src/main/java/org/springframework/security/config/annotation/authentication/configurers/provisioning/UserDetailsManagerConfigurer.java
@@ -103,7 +103,7 @@ public class UserDetailsManagerConfigurer<B extends ProviderManagerBuilder<B>, C
 
 	/**
 	 * Builds the user to be added. At minimum the username, password, and authorities
-	 * should provided. The remaining attributes have reasonable defaults.
+	 * should be provided. The remaining attributes have reasonable defaults.
 	 */
 	public final class UserDetailsBuilder {
 
diff --git a/config/src/main/java/org/springframework/security/config/annotation/web/configurers/RememberMeConfigurer.java b/config/src/main/java/org/springframework/security/config/annotation/web/configurers/RememberMeConfigurer.java
index 529c207f56..305c80e81d 100644
--- a/config/src/main/java/org/springframework/security/config/annotation/web/configurers/RememberMeConfigurer.java
+++ b/config/src/main/java/org/springframework/security/config/annotation/web/configurers/RememberMeConfigurer.java
@@ -377,7 +377,7 @@ public final class RememberMeConfigurer<H extends HttpSecurityBuilder<H>>
 	/**
 	 * Creates the {@link RememberMeServices} to use when none is provided. The result is
 	 * either {@link PersistentTokenRepository} (if a {@link PersistentTokenRepository} is
-	 * specified, else {@link TokenBasedRememberMeServices}.
+	 * specified, else {@link TokenBasedRememberMeServices}).
 	 * @param http the {@link HttpSecurity} to lookup shared objects
 	 * @param key the {@link #key(String)}
 	 * @return the {@link RememberMeServices} to use
diff --git a/config/src/main/java/org/springframework/security/config/annotation/web/configurers/saml2/Saml2LogoutConfigurer.java b/config/src/main/java/org/springframework/security/config/annotation/web/configurers/saml2/Saml2LogoutConfigurer.java
index 5ab684fd7a..0bc6913060 100644
--- a/config/src/main/java/org/springframework/security/config/annotation/web/configurers/saml2/Saml2LogoutConfigurer.java
+++ b/config/src/main/java/org/springframework/security/config/annotation/web/configurers/saml2/Saml2LogoutConfigurer.java
@@ -82,7 +82,7 @@ import org.springframework.security.web.util.matcher.RequestMatcher;
  * The following configuration options are available:
  *
  * <ul>
- * <li>{@link #logoutUrl} - The URL to to process SAML 2.0 Logout</li>
+ * <li>{@link #logoutUrl} - The URL to process SAML 2.0 Logout</li>
  * <li>{@link LogoutRequestConfigurer#logoutRequestValidator} - The
  * {@link AuthenticationManager} for authenticating SAML 2.0 Logout Requests</li>
  * <li>{@link LogoutRequestConfigurer#logoutRequestResolver} - The
diff --git a/config/src/main/kotlin/org/springframework/security/config/web/server/ServerHttpStrictTransportSecurityDsl.kt b/config/src/main/kotlin/org/springframework/security/config/web/server/ServerHttpStrictTransportSecurityDsl.kt
index edb1e5ec4e..82ef364d20 100644
--- a/config/src/main/kotlin/org/springframework/security/config/web/server/ServerHttpStrictTransportSecurityDsl.kt
+++ b/config/src/main/kotlin/org/springframework/security/config/web/server/ServerHttpStrictTransportSecurityDsl.kt
@@ -24,7 +24,7 @@ import java.time.Duration
  *
  * @author Eleftheria Stein
  * @since 5.4
- * @property maxAge he value for the max-age directive of the Strict-Transport-Security
+ * @property maxAge the value for the max-age directive of the Strict-Transport-Security
  * header.
  * @property includeSubdomains if true, subdomains should be considered HSTS Hosts too.
  * @property preload if true, preload will be included in HSTS Header.
diff --git a/docs/modules/ROOT/pages/reactive/authorization/method.adoc b/docs/modules/ROOT/pages/reactive/authorization/method.adoc
index 27b4e45c13..bfb6f9daf8 100644
--- a/docs/modules/ROOT/pages/reactive/authorization/method.adoc
+++ b/docs/modules/ROOT/pages/reactive/authorization/method.adoc
@@ -1,7 +1,7 @@
 [[jc-erms]]
 = EnableReactiveMethodSecurity
 
-Spring Security supports method security by using https://projectreactor.io/docs/core/release/reference/#context[Reactor's Context], which is set up by `ReactiveSecurityContextHolder`.
+Spring Security supports method security by using https://projectreactor.io/docs/core/release/reference/advancedFeatures/context.html[Reactor's Context], which is set up by `ReactiveSecurityContextHolder`.
 The following example shows how to retrieve the currently logged in user's message:
 
 [NOTE]
diff --git a/docs/modules/ROOT/pages/reactive/oauth2/client/authorization-grants.adoc b/docs/modules/ROOT/pages/reactive/oauth2/client/authorization-grants.adoc
index 402a9dbafc..6453c906b8 100644
--- a/docs/modules/ROOT/pages/reactive/oauth2/client/authorization-grants.adoc
+++ b/docs/modules/ROOT/pages/reactive/oauth2/client/authorization-grants.adoc
@@ -695,7 +695,7 @@ class OAuth2ClientController {
 [NOTE]
 ====
 `ServerWebExchange` is an OPTIONAL attribute.
-If not provided, it will be obtained from the https://projectreactor.io/docs/core/release/reference/#context[Reactor's Context] via the key `ServerWebExchange.class`.
+If not provided, it will be obtained from the https://projectreactor.io/docs/core/release/reference/advancedFeatures/context.html[Reactor's Context] via the key `ServerWebExchange.class`.
 ====
 
 [[oauth2-client-jwt-bearer]]
diff --git a/gradle/libs.versions.toml b/gradle/libs.versions.toml
index bfcc80b55f..fab968e8c7 100644
--- a/gradle/libs.versions.toml
+++ b/gradle/libs.versions.toml
@@ -84,7 +84,7 @@ org-seleniumhq-selenium-selenium-java = "org.seleniumhq.selenium:selenium-java:4
 org-seleniumhq-selenium-selenium-support = "org.seleniumhq.selenium:selenium-support:3.141.59"
 org-skyscreamer-jsonassert = "org.skyscreamer:jsonassert:1.5.3"
 org-slf4j-log4j-over-slf4j = "org.slf4j:log4j-over-slf4j:1.7.36"
-org-slf4j-slf4j-api = "org.slf4j:slf4j-api:2.0.18"
+org-slf4j-slf4j-api = "org.slf4j:slf4j-api:2.0.19"
 org-springframework-data-spring-data-bom = "org.springframework.data:spring-data-bom:2026.1.0-M1"
 org-springframework-ldap-spring-ldap-core = "org.springframework.ldap:spring-ldap-core:4.1.1"
 org-springframework-spring-framework-bom = { module = "org.springframework:spring-framework-bom", version.ref = "org-springframework" }
diff --git a/kerberos/kerberos-web/src/main/java/org/springframework/security/kerberos/web/authentication/SpnegoAuthenticationProcessingFilter.java b/kerberos/kerberos-web/src/main/java/org/springframework/security/kerberos/web/authentication/SpnegoAuthenticationProcessingFilter.java
index d9328f06c6..568b9a669c 100644
--- a/kerberos/kerberos-web/src/main/java/org/springframework/security/kerberos/web/authentication/SpnegoAuthenticationProcessingFilter.java
+++ b/kerberos/kerberos-web/src/main/java/org/springframework/security/kerberos/web/authentication/SpnegoAuthenticationProcessingFilter.java
@@ -100,7 +100,7 @@ import org.springframework.web.filter.OncePerRequestFilter;
  *
  * <p>
  * If you get a "GSSException: Channel binding mismatch (Mechanism level:ChannelBinding
- * not provided!) have a look at this
+ * not provided!)", please have a look at this
  * <a href="https://bugs.sun.com/view_bug.do?bug_id=6851973">bug</a>.
  * </p>
  * <p>
diff --git a/saml2/saml2-service-provider/src/opensaml5Main/java/org/springframework/security/saml2/provider/service/web/authentication/OpenSaml5AuthenticationRequestResolver.java b/saml2/saml2-service-provider/src/opensaml5Main/java/org/springframework/security/saml2/provider/service/web/authentication/OpenSaml5AuthenticationRequestResolver.java
index 316e2bbda2..d916b201a8 100644
--- a/saml2/saml2-service-provider/src/opensaml5Main/java/org/springframework/security/saml2/provider/service/web/authentication/OpenSaml5AuthenticationRequestResolver.java
+++ b/saml2/saml2-service-provider/src/opensaml5Main/java/org/springframework/security/saml2/provider/service/web/authentication/OpenSaml5AuthenticationRequestResolver.java
@@ -85,8 +85,7 @@ public final class OpenSaml5AuthenticationRequestResolver implements Saml2Authen
 
 	/**
 	 * Set the {@link RequestMatcher} to use for setting the
-	 * {@link BaseOpenSamlAuthenticationRequestResolver#setRequestMatcher(RequestMatcher)}
-	 * (RequestMatcher)}.
+	 * {@link BaseOpenSamlAuthenticationRequestResolver#setRequestMatcher(RequestMatcher)}.
 	 * @param requestMatcher the {@link RequestMatcher} to identify authentication
 	 * requests.
 	 * @since 5.8
diff --git a/web/src/main/java/org/springframework/security/web/authentication/AbstractAuthenticationProcessingFilter.java b/web/src/main/java/org/springframework/security/web/authentication/AbstractAuthenticationProcessingFilter.java
index 1f53c10d21..016438d551 100644
--- a/web/src/main/java/org/springframework/security/web/authentication/AbstractAuthenticationProcessingFilter.java
+++ b/web/src/main/java/org/springframework/security/web/authentication/AbstractAuthenticationProcessingFilter.java
@@ -465,8 +465,8 @@ public abstract class AbstractAuthenticationProcessingFilter extends GenericFilt
 
 	/**
 	 * Indicates if the filter chain should be continued prior to delegation to
-	 * {@link #successfulAuthentication(HttpServletRequest, HttpServletResponse, FilterChain, Authentication)}
-	 * , which may be useful in certain environment (such as Tapestry applications).
+	 * {@link #successfulAuthentication(HttpServletRequest, HttpServletResponse, FilterChain, Authentication)},
+	 * which may be useful in certain environment (such as Tapestry applications).
 	 * Defaults to <code>false</code>.
 	 */
 	public void setContinueChainBeforeSuccessfulAuthentication(boolean continueChainBeforeSuccessfulAuthentication) {
diff --git a/web/src/main/java/org/springframework/security/web/authentication/RememberMeServices.java b/web/src/main/java/org/springframework/security/web/authentication/RememberMeServices.java
index 2ef3493b47..a86b33e596 100644
--- a/web/src/main/java/org/springframework/security/web/authentication/RememberMeServices.java
+++ b/web/src/main/java/org/springframework/security/web/authentication/RememberMeServices.java
@@ -30,7 +30,7 @@ import org.springframework.security.core.Authentication;
  * {@link org.springframework.security.web.authentication.AbstractAuthenticationProcessingFilter
  * AbstractAuthenticationProcessingFilter} and
  * {@link org.springframework.security.web.authentication.rememberme.RememberMeAuthenticationFilter
- * RememberMeAuthenticationFilter} will call the methods provided by an implementation of
+ * RememberMeAuthenticationFilter}) will call the methods provided by an implementation of
  * this interface.
  * <p>
  * Implementations may implement any type of remember-me capability they wish. Rolling
diff --git a/web/src/main/java/org/springframework/security/web/authentication/preauth/j2ee/WebXmlMappableAttributesRetriever.java b/web/src/main/java/org/springframework/security/web/authentication/preauth/j2ee/WebXmlMappableAttributesRetriever.java
index bdea4d50e7..8bf4b42263 100755
--- a/web/src/main/java/org/springframework/security/web/authentication/preauth/j2ee/WebXmlMappableAttributesRetriever.java
+++ b/web/src/main/java/org/springframework/security/web/authentication/preauth/j2ee/WebXmlMappableAttributesRetriever.java
@@ -49,7 +49,7 @@ import org.springframework.util.Assert;
 
 /**
  * This <tt>MappableAttributesRetriever</tt> implementation reads the list of defined J2EE
- * roles from a <tt>web.xml</tt> file and returns these from {
+ * roles from a <tt>web.xml</tt> file and returns these from
  * {@link #getMappableAttributes()}.
  *
  * @author Ruud Senden
diff --git a/web/src/main/java/org/springframework/security/web/authentication/preauth/x509/SubjectDnX509PrincipalExtractor.java b/web/src/main/java/org/springframework/security/web/authentication/preauth/x509/SubjectDnX509PrincipalExtractor.java
index a7c55c88b9..b78189eeae 100644
--- a/web/src/main/java/org/springframework/security/web/authentication/preauth/x509/SubjectDnX509PrincipalExtractor.java
+++ b/web/src/main/java/org/springframework/security/web/authentication/preauth/x509/SubjectDnX509PrincipalExtractor.java
@@ -76,7 +76,7 @@ public class SubjectDnX509PrincipalExtractor implements X509PrincipalExtractor,
 	}
 
 	/**
-	 * Sets the regular expression which will by used to extract the user name from the
+	 * Sets the regular expression which will be used to extract the user name from the
 	 * certificate's Subject DN.
 	 * <p>
 	 * It should contain a single group; for example the default expression
diff --git a/web/src/main/java/org/springframework/security/web/servletapi/SecurityContextHolderAwareRequestFilter.java b/web/src/main/java/org/springframework/security/web/servletapi/SecurityContextHolderAwareRequestFilter.java
index 72d9b7bf71..1ef1c1edcc 100644
--- a/web/src/main/java/org/springframework/security/web/servletapi/SecurityContextHolderAwareRequestFilter.java
+++ b/web/src/main/java/org/springframework/security/web/servletapi/SecurityContextHolderAwareRequestFilter.java
@@ -126,9 +126,9 @@ public class SecurityContextHolderAwareRequestFilter extends GenericFilterBean {
 	 * is not authenticated.
 	 * </p>
 	 * <p>
-	 * If the value is null (default), then the default container behavior will be be
-	 * retained when invoking {@link HttpServletRequest#authenticate(HttpServletResponse)}
-	 * .
+	 * If the value is null (default), then the default container behavior will be
+	 * retained when invoking
+	 * {@link HttpServletRequest#authenticate(HttpServletResponse)}.
 	 * </p>
 	 * @param authenticationEntryPoint the {@link AuthenticationEntryPoint} to use when
 	 * invoking {@link HttpServletRequest#authenticate(HttpServletResponse)} if the user