diff --git a/docs/integrations/athena.md b/docs/integrations/athena.md
index 864c63f224e..13ed3e25a8f 100644
--- a/docs/integrations/athena.md
+++ b/docs/integrations/athena.md
@@ -8,7 +8,8 @@ redirect_from: /using/athena.html
 # Using lakeFS with Amazon Athena
 
 {: .warning }
-**Deprecated Feature:** This feature is being phased out. A superior replacement will be introduced soon.
+**Deprecated Feature:** Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process.
+You can read more about it [here](https://github.com/treeverse/lakeFS/issues/6461).
 
 [Amazon Athena](https://aws.amazon.com/athena/) is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL.
 {:.pb-5 }
diff --git a/docs/integrations/dbt.md b/docs/integrations/dbt.md
index c3a82e1de9d..2f06d91c1c4 100644
--- a/docs/integrations/dbt.md
+++ b/docs/integrations/dbt.md
@@ -8,7 +8,7 @@ redirect_from: /using/dbt.html
 # Integrating dbt and lakeFS
 
 {: .warning }
-**Deprecated Feature:** This feature is being phased out. A superior replacement will be introduced soon.
+**Deprecated Feature:** This feature is being phased out.
 
 [dbt](https://www.getdbt.com/) can run on lakeFS with a Spark adapter or Presto/Trino adapter. 
 Both Spark and Presto use Hive metastore or Glue to manage tables and views.
diff --git a/docs/integrations/glue_hive_metastore.md b/docs/integrations/glue_hive_metastore.md
index 43e4362e2d7..4a3e3dedbc3 100644
--- a/docs/integrations/glue_hive_metastore.md
+++ b/docs/integrations/glue_hive_metastore.md
@@ -8,7 +8,8 @@ redirect_from: /using/glue_hive_metastore.html
 # Using lakeFS with the Glue/Hive Metastore
 
 {: .warning }
-**Deprecated Feature:** Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process. You can read more about it [here](https://github.com/treeverse/lakeFS/issues/6461).
+**Deprecated Feature:** Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process.
+You can read more about it [here](https://github.com/treeverse/lakeFS/issues/6461).
 
 {% include toc_2-3.html %}
 
diff --git a/docs/integrations/presto_trino.md b/docs/integrations/presto_trino.md
index 251ab6a3b09..8afb3a08540 100644
--- a/docs/integrations/presto_trino.md
+++ b/docs/integrations/presto_trino.md
@@ -117,7 +117,8 @@ WITH (
 ### Example of copying a table with [metastore tools](glue_hive_metastore.md):
 
 {: .warning }
-**Deprecated Feature:** This feature is being phased out. A superior replacement will be introduced soon.
+**Deprecated Feature:** Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process.
+You can read more about it [here](https://github.com/treeverse/lakeFS/issues/6461).
 
 Copy the created table `page_views` on schema `main` to schema `example_branch` with location `s3a://example/example_branch/page_views/` 
 ```shell