diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 31b4e7c7a..3c546710c 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -100,7 +100,7 @@ jobs:
         uses: graalvm/setup-graalvm@v1
         if: runner.os == 'Windows'
         with:
-          version: '22.2.0'
+          version: '22.3.0'
           java-version: '17'
           components: 'native-image'
 
diff --git a/bleep-cli/src/scala/bleep/Main.scala b/bleep-cli/src/scala/bleep/Main.scala
index d86707374..4b4d0ccb4 100644
--- a/bleep-cli/src/scala/bleep/Main.scala
+++ b/bleep-cli/src/scala/bleep/Main.scala
@@ -15,9 +15,18 @@ import java.io.{BufferedWriter, PrintStream}
 import java.nio.file.{Path, Paths}
 import java.time.Instant
 import scala.concurrent.ExecutionContext
-import scala.util.{Failure, Success, Try}
+import scala.util.{Failure, Properties, Success, Try}
 
 object Main {
+  private def isGraalvmNativeImage: Boolean =
+    sys.props.contains("org.graalvm.nativeimage.imagecode")
+
+  if (Properties.isWin && isGraalvmNativeImage)
+    // have to be initialized before running (new Argv0).get because Argv0SubstWindows uses csjniutils library
+    // The DLL loaded by LoadWindowsLibrary is statically linke/d in
+    // the Scala CLI native image, no need to manually load it.
+    coursier.jniutils.LoadWindowsLibrary.assumeInitialized()
+
   val stringArgs: Opts[List[String]] =
     Opts.arguments[String]().orNone.map(args => args.fold(List.empty[String])(_.toList))
 
diff --git a/bleep.yaml b/bleep.yaml
index 46136841f..f0dc236a4 100644
--- a/bleep.yaml
+++ b/bleep.yaml
@@ -1,13 +1,13 @@
 $schema: https://raw.githubusercontent.com/oyvindberg/bleep/master/schema.json
 $version: 0.0.1-M18
 jvm:
-  name: graalvm-java17:22.2.0
+  name: graalvm-java17:22.3.0
 projects:
   bleep-cli:
     dependencies:
     - com.lihaoyi::pprint:0.8.0
     - com.monovore::decline:2.3.1
-    - org.graalvm.nativeimage:svm:22.2.0
+    - org.graalvm.nativeimage:svm:22.3.0
     - org.scalameta:svm-subs:101.0.0
     dependsOn: bleep-core
     extends: