diff --git a/spring-boot-project/spring-boot-docs/src/docs/asciidoc/actuator/metrics.adoc b/spring-boot-project/spring-boot-docs/src/docs/asciidoc/actuator/metrics.adoc
index 2b0a5dd1804..2285fe4fe7f 100644
--- a/spring-boot-project/spring-boot-docs/src/docs/asciidoc/actuator/metrics.adoc
+++ b/spring-boot-project/spring-boot-docs/src/docs/asciidoc/actuator/metrics.adoc
@@ -968,7 +968,7 @@ Metrics are published under the `spring.integration.` meter name.
 ==== Kafka Metrics
 Auto-configuration registers a `MicrometerConsumerListener` and `MicrometerProducerListener` for the auto-configured consumer factory and producer factory, respectively.
 It also registers a `KafkaStreamsMicrometerListener` for `StreamsBuilderFactoryBean`.
-For more detail, see the {spring-kafka-docs}#micrometer-native[Micrometer Native Metrics] section of the Spring Kafka documentation.
+For more detail, see the {spring-kafka-docs}kafka/micrometer.html#micrometer-native[Micrometer Native Metrics] section of the Spring Kafka documentation.
 
 
 
diff --git a/spring-boot-project/spring-boot-docs/src/docs/asciidoc/attributes.adoc b/spring-boot-project/spring-boot-docs/src/docs/asciidoc/attributes.adoc
index 92a2374e94c..0cfd35b5abd 100644
--- a/spring-boot-project/spring-boot-docs/src/docs/asciidoc/attributes.adoc
+++ b/spring-boot-project/spring-boot-docs/src/docs/asciidoc/attributes.adoc
@@ -89,7 +89,7 @@
 :spring-graphql-docs: https://docs.spring.io/spring-graphql/reference/{spring-graphql-version}/
 :spring-integration: https://spring.io/projects/spring-integration
 :spring-integration-docs: https://docs.spring.io/spring-integration/reference/{spring-integration-version}/
-:spring-kafka-docs: https://docs.spring.io/spring-kafka/docs/{spring-kafka-version}/reference/html/
+:spring-kafka-docs: https://docs.spring.io/spring-kafka/docs/{spring-kafka-version}/reference/
 :spring-pulsar-docs: https://docs.spring.io/spring-pulsar/docs/{spring-pulsar-version}/reference/html/
 :spring-restdocs: https://spring.io/projects/spring-restdocs
 :spring-security: https://spring.io/projects/spring-security
diff --git a/spring-boot-project/spring-boot-docs/src/docs/asciidoc/messaging/kafka.adoc b/spring-boot-project/spring-boot-docs/src/docs/asciidoc/messaging/kafka.adoc
index 9956d84f5f8..314b0e3a0a9 100644
--- a/spring-boot-project/spring-boot-docs/src/docs/asciidoc/messaging/kafka.adoc
+++ b/spring-boot-project/spring-boot-docs/src/docs/asciidoc/messaging/kafka.adoc
@@ -142,7 +142,7 @@ IMPORTANT: Properties set in this way override any configuration item that Sprin
 === Testing with Embedded Kafka
 Spring for Apache Kafka provides a convenient way to test projects with an embedded Apache Kafka broker.
 To use this feature, annotate a test class with `@EmbeddedKafka` from the `spring-kafka-test` module.
-For more information, please see the Spring for Apache Kafka {spring-kafka-docs}#embedded-kafka-annotation[reference manual].
+For more information, please see the Spring for Apache Kafka {spring-kafka-docs}testing.html#ekb[reference manual].
 
 To make Spring Boot auto-configuration work with the aforementioned embedded Apache Kafka broker, you need to remap a system property for embedded broker addresses (populated by the `EmbeddedKafkaBroker`) into the Spring Boot configuration property for Apache Kafka.
 There are several ways to do that: