diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ff833ea67..3858a6fcf 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -24,8 +24,13 @@ on:
 jobs:
   test:
     runs-on: ubuntu-latest
+
     strategy:
       fail-fast: false
+      matrix:
+        scala: [2.11.12, 2.12.18, 2.13.11]
+
+    name: Scala ${{matrix.scala}}
 
     steps:
       - name: Checkout code
@@ -36,4 +41,4 @@ jobs:
         with:
           java-version: "adopt@1.8"
       - name: Build and run tests
-        run: sbt test doc
+        run: sbt ++${{matrix.scala}} test doc
diff --git a/.github/workflows/jacoco_check.yml b/.github/workflows/jacoco_check.yml
index 398a32ddf..426698bc1 100644
--- a/.github/workflows/jacoco_check.yml
+++ b/.github/workflows/jacoco_check.yml
@@ -33,7 +33,7 @@ jobs:
           # The codebase for all Scala versions is the same, so the coverage is calculated only once
           # Scala 2.12 is chosen since it is supported by the most wide range of Spark versions and
           # vendor distributions.
-          - scala: 2.12.12
+          - scala: 2.12.18
             scalaShort: "2.12"
             overall: 80.0
             changed: 80.0
diff --git a/agent/src/test/scala/za/co/absa/atum/agent/AtumContextTest.scala b/agent/src/test/scala/za/co/absa/atum/agent/AtumContextTest.scala
index 996dc3a50..97f744af5 100644
--- a/agent/src/test/scala/za/co/absa/atum/agent/AtumContextTest.scala
+++ b/agent/src/test/scala/za/co/absa/atum/agent/AtumContextTest.scala
@@ -78,7 +78,7 @@ class AtumContextTest extends AnyFlatSpec with Matchers {
     val atumContext = new AtumContext(atumPartitions, mockAgent)
       .addMeasure(RecordCount("letter"))
 
-    val spark = SparkSession.builder
+    val spark = SparkSession.builder()
       .master("local")
       .config("spark.driver.host", "localhost")
       .config("spark.ui.enabled", "false")
@@ -134,7 +134,7 @@ class AtumContextTest extends AnyFlatSpec with Matchers {
     implicit val atumContext: AtumContext = new AtumContext(atumPartitions, mockAgent)
       .addMeasure(RecordCount("notImportantColumn"))
 
-    val spark = SparkSession.builder
+    val spark = SparkSession.builder()
       .master("local")
       .config("spark.driver.host", "localhost")
       .config("spark.ui.enabled", "false")
diff --git a/build.sbt b/build.sbt
index 94b74ad12..59233505e 100644
--- a/build.sbt
+++ b/build.sbt
@@ -21,10 +21,8 @@ import sbt.Keys.name
 
 
 ThisBuild / organization := "za.co.absa"
-ThisBuild / name         := "atum-service"
 
 ThisBuild / scalaVersion := Versions.scala212  // default version
-ThisBuild / crossScalaVersions := Versions.supportedScalaVersions
 
 ThisBuild / versionScheme := Some("early-semver")
 
@@ -71,8 +69,7 @@ lazy val server = (projectMatrix in file("server"))
       packageBin := (Compile / assembly).value,
       artifactPath / (Compile / packageBin) := baseDirectory.value / s"target/${name.value}-${version.value}.war",
       webappWebInfClasses := true,
-      inheritJarManifest := true,
-      mergeStrategy
+      inheritJarManifest := true
     ): _*
   )
   .settings(
@@ -82,7 +79,7 @@ lazy val server = (projectMatrix in file("server"))
   .enablePlugins(AssemblyPlugin)
   .enablePlugins(TomcatPlugin)
   .enablePlugins(AutomateHeaderPlugin)
-  .jvmPlatform(scalaVersions = Versions.supportedScalaVersions)
+  .jvmPlatform(scalaVersions = Seq(Versions.serviceScalaVersion))
   .dependsOn(model)
 
 lazy val agent = (projectMatrix in file("agent"))
@@ -102,8 +99,8 @@ lazy val agent = (projectMatrix in file("agent"))
     jacocoExcludes := jacocoProjectExcludes()
   )
   .sparkRow(SparkVersionAxis(Versions.spark2), scalaVersions = Seq(Versions.scala211, Versions.scala212))
-  .sparkRow(SparkVersionAxis(Versions.spark3), scalaVersions = Seq(Versions.scala212))
-  .jvmPlatform(scalaVersions = Versions.supportedScalaVersions)
+  .sparkRow(SparkVersionAxis(Versions.spark3), scalaVersions = Seq(Versions.scala212, Versions.scala213))
+  .jvmPlatform(scalaVersions = Versions.clientSupportedScalaVersions)
   .dependsOn(model)
 
 lazy val model = (projectMatrix in file("model"))
@@ -118,4 +115,4 @@ lazy val model = (projectMatrix in file("model"))
     jacocoReportSettings := jacocoSettings(scalaVersion.value, "atum-agent: model"),
     jacocoExcludes := jacocoProjectExcludes()
   )
-  .jvmPlatform(scalaVersions = Versions.supportedScalaVersions)
+  .jvmPlatform(scalaVersions = Versions.clientSupportedScalaVersions)
diff --git a/project/Dependencies.scala b/project/Dependencies.scala
index d839473cf..690fb246f 100644
--- a/project/Dependencies.scala
+++ b/project/Dependencies.scala
@@ -23,8 +23,11 @@ object Dependencies {
     val spark3 = "3.3.2"
 
     val scala211 = "2.11.12"
-    val scala212 = "2.12.12"
-    val supportedScalaVersions: Seq[String] = Seq(scala211, scala212)
+    val scala212 = "2.12.18"
+    val scala213 = "2.13.11"
+
+    val serviceScalaVersion: String = scala212
+    val clientSupportedScalaVersions: Seq[String] = Seq(scala211, scala212, scala213)
 
     val scalatest = "3.2.15"
     val scalaMockito = "1.17.12"
@@ -35,7 +38,7 @@ object Dependencies {
     val specs2 = "4.10.0"
     val typesafeConfig = "1.4.2"
 
-    val spring = "2.6.6"
+    val spring = "2.6.15"
 
     val javaxServlet = "4.0.1"
 
@@ -51,7 +54,6 @@ object Dependencies {
     val json4s_spark2 = "3.5.3"
     val json4s_spark3 = "3.7.0-M11"
 
-    val slf4s = "1.7.25"
     val logback = "1.2.3"
   }
 
@@ -72,7 +74,8 @@ object Dependencies {
     scalaVersion match {
       case _ if scalaVersion.startsWith("2.11") => Versions.spark2
       case _ if scalaVersion.startsWith("2.12") => Versions.spark3
-      case _ => throw new IllegalArgumentException("Only Scala 2.11 and 2.12 are currently supported.")
+      case _ if scalaVersion.startsWith("2.13") => Versions.spark3
+      case _ => throw new IllegalArgumentException("Only Scala 2.11, 2.12, and 2.13 are currently supported.")
     }
   }
 
@@ -95,7 +98,6 @@ object Dependencies {
     lazy val json4sJackson = "org.json4s" %% "json4s-jackson" % json4sVersion % Provided
     lazy val json4sNative = "org.json4s" %% "json4s-native" % json4sVersion % Provided
 
-    lazy val slf4s = "org.slf4s" %% "slf4s-api" % Versions.slf4s
     lazy val logback = "ch.qos.logback" % "logback-classic" % Versions.logback
     lazy val scalatest = "org.scalatest" %% "scalatest" % Versions.scalatest % Test
     lazy val mockito = "org.mockito" %% "mockito-scala" % Versions.scalaMockito % Test
@@ -106,7 +108,6 @@ object Dependencies {
       json4sCore,
       json4sJackson,
       json4sNative,
-      slf4s,
       logback,
       scalatest,
       mockito,
diff --git a/server/src/main/scala/za/co/absa/atum/server/dao/InMemoryApiModelDao.scala b/server/src/main/scala/za/co/absa/atum/server/dao/InMemoryApiModelDao.scala
index 0975b53ae..fae254e64 100644
--- a/server/src/main/scala/za/co/absa/atum/server/dao/InMemoryApiModelDao.scala
+++ b/server/src/main/scala/za/co/absa/atum/server/dao/InMemoryApiModelDao.scala
@@ -22,10 +22,9 @@ import za.co.absa.atum.server.model.{BaseApiModel, ControlMeasure, Flow, Partiti
 
 import java.util.UUID
 import java.util.concurrent.{ConcurrentHashMap, ConcurrentMap}
-import scala.collection.JavaConverters._
 import scala.concurrent.ExecutionContext.Implicits.global
 import scala.concurrent.Future
-
+import scala.collection.JavaConverters._
 
 object InMemoryApiModelDao {