diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/flink/FlinkProcessBuilder.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/flink/FlinkProcessBuilder.scala
index 72bb65576..3efeea969 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/flink/FlinkProcessBuilder.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/flink/FlinkProcessBuilder.scala
@@ -60,7 +60,7 @@ class FlinkProcessBuilder(
     } getOrElse {
       throw KyuubiSQLException("FLINK_ENGINE_HOME is not set! " +
         "For more detail information on installing and configuring Flink, please visit " +
-        "https://kyuubi.apache.org/docs/stable/deployment/settings.html#environments")
+        "https://kyuubi.apache.org/docs/latest/deployment/settings.html#environments")
     }
   }
 
@@ -155,7 +155,7 @@ class FlinkProcessBuilder(
     } getOrElse {
       throw KyuubiSQLException("FLINK_HOME is not set! " +
         "For more detail information on installing and configuring Flink, please visit " +
-        "https://kyuubi.apache.org/docs/stable/deployment/settings.html#environments")
+        "https://kyuubi.apache.org/docs/latest/deployment/settings.html#environments")
     }
   }
 
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/hive/HiveProcessBuilder.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/hive/HiveProcessBuilder.scala
index 4dd308521..eedd82043 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/hive/HiveProcessBuilder.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/hive/HiveProcessBuilder.scala
@@ -51,7 +51,7 @@ class HiveProcessBuilder(
     }.getOrElse {
       throw KyuubiSQLException("HIVE_ENGINE_HOME is not set! " +
         "For more detail information on installing and configuring Hive, please visit " +
-        "https://kyuubi.apache.org/docs/stable/deployment/settings.html#environments")
+        "https://kyuubi.apache.org/docs/latest/deployment/settings.html#environments")
     }
   }
 
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/spark/SparkProcessBuilder.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/spark/SparkProcessBuilder.scala
index d7876c3b1..290f3cc01 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/spark/SparkProcessBuilder.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/spark/SparkProcessBuilder.scala
@@ -74,7 +74,7 @@ class SparkProcessBuilder(
     }.getOrElse {
       throw KyuubiSQLException("SPARK_HOME is not set! " +
         "For more detail information on installing and configuring Spark, please visit " +
-        "https://kyuubi.apache.org/docs/stable/deployment/settings.html#environments")
+        "https://kyuubi.apache.org/docs/latest/deployment/settings.html#environments")
     }
   }
 
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/trino/TrinoProcessBuilder.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/trino/TrinoProcessBuilder.scala
index 9b827bf7d..d5b19e308 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/trino/TrinoProcessBuilder.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/trino/TrinoProcessBuilder.scala
@@ -72,7 +72,7 @@ class TrinoProcessBuilder(
     }.getOrElse {
       throw KyuubiSQLException("TRINO_ENGINE_HOME is not set! " +
         "For more detail information on installing and configuring Trino, please visit " +
-        "https://kyuubi.apache.org/docs/stable/deployment/settings.html#environments")
+        "https://kyuubi.apache.org/docs/latest/deployment/settings.html#environments")
     }
   }