diff --git a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/CompatibilitySuite.scala b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/CompatibilitySuite.scala
index ad91accd5da7f..35cecaa20d75d 100644
--- a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/CompatibilitySuite.scala
+++ b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/CompatibilitySuite.scala
@@ -39,14 +39,15 @@ import org.apache.spark.sql.connect.client.util.IntegrationTestUtils._
  *     spark-sql
  *     spark-connect-client-jvm
  * }}}
- * To build the above artifact, use e.g. `sbt package` or `mvn clean install -DskipTests`.
+ * To build the above artifact, use e.g. `build/sbt package` or
+ * `build/mvn clean install -DskipTests`.
  *
  * When debugging this test, if any changes to the client API, the client jar need to be built
  * before running the test. An example workflow with SBT for this test:
  *   1. Compatibility test has reported an unexpected client API change.
  *   1. Fix the wrong client API.
- *   1. Build the client jar: `sbt package`
- *   1. Run the test again: `sbt "testOnly
+ *   1. Build the client jar: `build/sbt package`
+ *   1. Run the test again: `build/sbt "testOnly
  *      org.apache.spark.sql.connect.client.CompatibilitySuite"`
  */
 class CompatibilitySuite extends ConnectFunSuite {
diff --git a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/IntegrationTestUtils.scala b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/IntegrationTestUtils.scala
index 2725422c29924..6c465c83b080d 100644
--- a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/IntegrationTestUtils.scala
+++ b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/IntegrationTestUtils.scala
@@ -40,8 +40,9 @@ object IntegrationTestUtils {
   private[connect] def debug(error: Throwable): Unit = if (isDebug) error.printStackTrace()
 
   /**
-   * Find a jar in the Spark project artifacts. It requires a build first (e.g. sbt package, mvn
-   * clean install -DskipTests) so that this method can find the jar in the target folders.
+   * Find a jar in the Spark project artifacts. It requires a build first (e.g. build/sbt package,
+   * build/mvn clean install -DskipTests) so that this method can find the jar in the target
+   * folders.
    *
    * @return
    *   the jar
@@ -52,7 +53,7 @@ object IntegrationTestUtils {
       targetDir.exists(),
       s"Fail to locate the target folder: '${targetDir.getCanonicalPath}'. " +
         s"SPARK_HOME='${new File(sparkHome).getCanonicalPath}'. " +
-        "Make sure the spark project jars has been built (e.g. using sbt package)" +
+        "Make sure the spark project jars has been built (e.g. using build/sbt package)" +
         "and the env variable `SPARK_HOME` is set correctly.")
     val jars = recursiveListFiles(targetDir).filter { f =>
       // SBT jar
diff --git a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/RemoteSparkSession.scala b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/RemoteSparkSession.scala
index 2d8d9b02d4fed..8f91ad31764bd 100644
--- a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/RemoteSparkSession.scala
+++ b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/connect/client/util/RemoteSparkSession.scala
@@ -32,7 +32,8 @@ import org.apache.spark.util.Utils
 
 /**
  * An util class to start a local spark connect server in a different process for local E2E tests.
- * Pre-running the tests, the spark connect artifact needs to be built using e.g. `sbt package`.
+ * Pre-running the tests, the spark connect artifact needs to be built using e.g.
+ * `build/sbt package`.
  * It is designed to start the server once but shared by all tests. It is equivalent to use the
  * following command to start the connect server via command line:
  *