diff --git a/docs/reference/dashboard-monitoring-with-elastic-agent.md b/docs/reference/dashboard-monitoring-with-elastic-agent.md
index 727e62a5eb6..6ca2040ed40 100644
--- a/docs/reference/dashboard-monitoring-with-elastic-agent.md
+++ b/docs/reference/dashboard-monitoring-with-elastic-agent.md
@@ -9,7 +9,7 @@ mapped_pages:
 
 {{agent}} collects monitoring data from your {{ls}} instance, sends it directly to your monitoring cluster, and shows the data in {{ls}} dashboards.
 
-You can enroll {{agent}} in [{{fleet}}](docs-content://reference/ingestion-tools/fleet/install-fleet-managed-elastic-agent.md) for management from a central location, or you can run [{{agent}} standalone](docs-content://reference/ingestion-tools/fleet/install-standalone-elastic-agent.md).
+You can enroll {{agent}} in [{{fleet}}](docs-content://reference/fleet/install-fleet-managed-elastic-agent.md) for management from a central location, or you can run [{{agent}} standalone](docs-content://reference/fleet/install-standalone-elastic-agent.md).
 
 **Prerequisites**
 
@@ -57,7 +57,7 @@ Install and configure {{agent}} to collect {{ls}} monitoring data for dashboards
 * [View assets](#view-assets-ead)
 * [Monitor {{ls}} logs and metrics](#view-data-dashboard)
 
-Check out [Installing {{agent}}](docs-content://reference/ingestion-tools/fleet/install-elastic-agents.md) in the *Fleet and Elastic Agent Guide* for more info.
+Check out [Installing {{agent}}](docs-content://reference/fleet/install-elastic-agents.md) in the *Fleet and Elastic Agent Guide* for more info.
 
 
 ### Add the {{agent}} {{ls}} integration to monitor host logs and metrics [add-logstash-integration-ead]
diff --git a/docs/reference/monitoring-with-elastic-agent.md b/docs/reference/monitoring-with-elastic-agent.md
index b47f326921c..8101d905404 100644
--- a/docs/reference/monitoring-with-elastic-agent.md
+++ b/docs/reference/monitoring-with-elastic-agent.md
@@ -9,7 +9,7 @@ mapped_pages:
 
 {{agent}} collects monitoring data from your {{ls}} instance and sends it directly to your monitoring cluster. With {{agent}} collection the monitoring agent remains active even if the {{ls}} instance does not.
 
-You can enroll {{agent}} in [{{fleet}}](docs-content://reference/ingestion-tools/fleet/install-fleet-managed-elastic-agent.md) for management from a central location, or you can run [{{agent}} standalone](docs-content://reference/ingestion-tools/fleet/install-standalone-elastic-agent.md).
+You can enroll {{agent}} in [{{fleet}}](docs-content://reference/fleet/install-fleet-managed-elastic-agent.md) for management from a central location, or you can run [{{agent}} standalone](docs-content://reference/fleet/install-standalone-elastic-agent.md).
 
 **Prerequisites**
 
@@ -65,7 +65,7 @@ When you have completed the prerequisites, install and configure {{agent}} to mo
 * [View assets](#view-assets)
 * [Monitor {{ls}} logs and metrics (Stack Monitoring)](#view-data-stack)
 
-Check out [Installing {{agent}}](docs-content://reference/ingestion-tools/fleet/install-elastic-agents.md) in the *Fleet and Elastic Agent Guide* for more info.
+Check out [Installing {{agent}}](docs-content://reference/fleet/install-elastic-agents.md) in the *Fleet and Elastic Agent Guide* for more info.
 
 
 ### Add the {{agent}} {{ls}} integration [add-logstash-integration-ea]
diff --git a/docs/reference/upgrading-logstash.md b/docs/reference/upgrading-logstash.md
index 6d5214ffc68..dc33cb536a9 100644
--- a/docs/reference/upgrading-logstash.md
+++ b/docs/reference/upgrading-logstash.md
@@ -73,7 +73,7 @@ If the versions do not match, the plugin may encounter issues such as failing to
 
 **When upgrading {{kib}}**
 
-When you upgrade {{kib}}, {{kib}} downloads the latest version of the integrations through [Elastic Package Registry](docs-content://reference/ingestion-tools/fleet/index.md#package-registry-intro). As part of the upgrade process, you will also have the opportunity to review and upgrade your currently installed integrations to their latest versions. However, we strongly recommend upgrading the [elastic_integration filter](logstash-docs-md://lsr/plugins-filters-elastic_integration.md) plugin before upgrading {{kib}} and {{es}}. This is because [elastic_integration filter](logstash-docs-md://lsr/plugins-filters-elastic_integration.md) plugin pulls and processes the ingest pipelines associated with the installed integrations. These pipelines are then executed using the {{es}} Ingest Node components that the plugin was compiled with. If {{es}} or {{es}} is upgraded first, there is a risk of incompatibility between the plugin’s ingest componenets and the newer versions of {{es}}'s Ingest Node features or {{kib}}'s integration definitions.
+When you upgrade {{kib}}, {{kib}} downloads the latest version of the integrations through [Elastic Package Registry](docs-content://reference/fleet/index.md#package-registry-intro). As part of the upgrade process, you will also have the opportunity to review and upgrade your currently installed integrations to their latest versions. However, we strongly recommend upgrading the [elastic_integration filter](logstash-docs-md://lsr/plugins-filters-elastic_integration.md) plugin before upgrading {{kib}} and {{es}}. This is because [elastic_integration filter](logstash-docs-md://lsr/plugins-filters-elastic_integration.md) plugin pulls and processes the ingest pipelines associated with the installed integrations. These pipelines are then executed using the {{es}} Ingest Node components that the plugin was compiled with. If {{es}} or {{es}} is upgraded first, there is a risk of incompatibility between the plugin’s ingest componenets and the newer versions of {{es}}'s Ingest Node features or {{kib}}'s integration definitions.
 
 **When upgrading {{ls}}**