diff --git a/buildSrc/src/main/resources/org/springframework/boot/build/antora/antora-asciidoc-attributes.properties b/buildSrc/src/main/resources/org/springframework/boot/build/antora/antora-asciidoc-attributes.properties
index 81f258cd81b5..0d8c713bf51d 100644
--- a/buildSrc/src/main/resources/org/springframework/boot/build/antora/antora-asciidoc-attributes.properties
+++ b/buildSrc/src/main/resources/org/springframework/boot/build/antora/antora-asciidoc-attributes.properties
@@ -47,7 +47,7 @@ url-spring-data-gemfire-site=https://spring.io/projects/spring-data-gemfire
 url-spring-data-geode-site=https://spring.io/projects/spring-data-geode
 url-spring-data-jdbc-docs=https://docs.spring.io/spring-data/relational/reference/{version-spring-data-jdbc-docs}
 url-spring-data-jpa-javadoc=https://docs.spring.io/spring-data/jpa/docs/{version-spring-data-jpa-javadoc}/api
-url-spring-data-jpa-site=https://spring.io/projects/spring-jpa
+url-spring-data-jpa-site=https://spring.io/projects/spring-data-jpa
 url-spring-data-jpa-docs=https://docs.spring.io/spring-data/jpa/reference/{version-spring-data-jpa-docs}
 url-spring-data-ldap-site=https://spring.io/projects/spring-data-ldap
 url-spring-data-mongodb-javadoc=https://docs.spring.io/spring-data/mongodb/docs/{version-spring-data-mongodb-javadoc}/api
diff --git a/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/data/sql.adoc b/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/data/sql.adoc
index 18f31fcf029e..01fc6f98db0b 100644
--- a/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/data/sql.adoc
+++ b/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/data/sql.adoc
@@ -165,7 +165,7 @@ spring:
 [[data.sql.jdbc-template]]
 == Using JdbcTemplate
 
-Spring's `JdbcTemplate` and `NamedParameterJdbcTemplate` classes are auto-configured, and you can `@Autowire` them directly into your own beans, as shown in the following example:
+Spring's `JdbcTemplate` and `NamedParameterJdbcTemplate` classes are auto-configured, and you can autowire them directly into your own beans, as shown in the following example:
 
 include-code::MyBean[]
 
@@ -528,7 +528,7 @@ If you want to make sure that each context has a separate embedded database, you
 [[data.sql.r2dbc.using-database-client]]
 === Using DatabaseClient
 
-A `DatabaseClient` bean is auto-configured, and you can `@Autowire` it directly into your own beans, as shown in the following example:
+A `DatabaseClient` bean is auto-configured, and you can autowire it directly into your own beans, as shown in the following example:
 
 include-code::MyBean[]
 
diff --git a/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/testing/spring-boot-applications.adoc b/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/testing/spring-boot-applications.adoc
index e7668266e789..145b0983b982 100644
--- a/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/testing/spring-boot-applications.adoc
+++ b/spring-boot-project/spring-boot-docs/src/docs/antora/modules/reference/pages/testing/spring-boot-applications.adoc
@@ -176,7 +176,7 @@ If you need to start a full running server, we recommend that you use random por
 If you use `@SpringBootTest(webEnvironment=WebEnvironment.RANDOM_PORT)`, an available port is picked at random each time your test runs.
 
 The `@LocalServerPort` annotation can be used to xref:how-to:webserver.adoc#howto.webserver.discover-port[inject the actual port used] into your test.
-For convenience, tests that need to make REST calls to the started server can additionally `@Autowire` a {url-spring-framework-docs}/testing/webtestclient.html[`WebTestClient`], which resolves relative links to the running server and comes with a dedicated API for verifying responses, as shown in the following example:
+For convenience, tests that need to make REST calls to the started server can additionally autowire a {url-spring-framework-docs}/testing/webtestclient.html[`WebTestClient`], which resolves relative links to the running server and comes with a dedicated API for verifying responses, as shown in the following example:
 
 include-code::MyRandomPortWebTestClientTests[]