diff --git a/GitReleaseManager.yaml b/GitReleaseManager.yaml
new file mode 100644
index 0000000000..721c1ba4d8
--- /dev/null
+++ b/GitReleaseManager.yaml
@@ -0,0 +1,12 @@
+issue-labels-include:
+- Breaking change
+- Feature
+- Bug
+- Improvement
+- Documentation
+issue-labels-exclude:
+- Build
+issue-labels-alias:
+    - name:    Documentation
+      header:  Documentation
+      plural:  Documentation
\ No newline at end of file
diff --git a/build.cake b/build.cake
index d3cc29b1da..60dba07f10 100644
--- a/build.cake
+++ b/build.cake
@@ -14,7 +14,6 @@
 #addin "nuget:?package=Newtonsoft.Json&version=9.0.1"
 
 // Install tools.
-#tool "nuget:?package=GitReleaseManager&version=0.7.1"
 #tool "nuget:?package=NUnit.ConsoleRunner&version=3.9.0"
 #tool "nuget:?package=GitReleaseNotes&version=0.7.1"
 #tool "nuget:?package=ILRepack&version=2.0.16"
@@ -456,13 +455,26 @@ Task("Release-Notes")
     .WithCriteria<BuildParameters>((context, parameters) => parameters.IsRunningOnWindows,       "Release notes are generated only on Windows agents.")
     .WithCriteria<BuildParameters>((context, parameters) => parameters.IsRunningOnAzurePipeline, "Release notes are generated only on AzurePipeline.")
     .WithCriteria<BuildParameters>((context, parameters) => parameters.IsStableRelease(),        "Release notes are generated only for stable releases.")
-    .IsDependentOn("Clean")
     .Does<BuildParameters>((parameters) =>
 {
-    var outputFile = parameters.Paths.Files.ReleaseNotesOutputFilePath;
-    var githubToken = parameters.Credentials.GitHub.Token;
+    var token = parameters.Credentials.GitHub.Token;
+    if(string.IsNullOrEmpty(token)) {
+        throw new InvalidOperationException("Could not resolve Github token.");
+    }
+
+    var repoOwner = "gittools";
+    var repository = "gitversion";
+    GitReleaseManagerCreate(token, repoOwner, repository, new GitReleaseManagerCreateSettings {
+        Milestone         = parameters.Version.Milestone,
+        Name              = parameters.Version.Milestone,
+        Prerelease        = true,
+        TargetCommitish   = "master"
+    });
+
+    GitReleaseManagerAddAssets(token, repoOwner, repository, parameters.Version.Milestone, parameters.Paths.Files.ZipArtifactPathDesktop.ToString());
+    GitReleaseManagerAddAssets(token, repoOwner, repository, parameters.Version.Milestone, parameters.Paths.Files.ZipArtifactPathCoreClr.ToString());
+    GitReleaseManagerClose(token, repoOwner, repository, parameters.Version.Milestone);
 
-    GetReleaseNotes(outputFile, ".", githubToken);
 }).ReportError(exception =>
 {
     Error(exception.Dump());
diff --git a/build/version.cake b/build/version.cake
index ccd7b9be83..cde5b8a758 100644
--- a/build/version.cake
+++ b/build/version.cake
@@ -2,6 +2,7 @@ public class BuildVersion
 {
     public GitVersion GitVersion { get; private set; }
     public string Version { get; private set; }
+    public string Milestone { get; private set; }
     public string SemVersion { get; private set; }
     public string GemVersion { get; private set; }
     public string TfxVersion { get; private set; }
@@ -20,6 +21,7 @@ public class BuildVersion
         return new BuildVersion
         {
             GitVersion = gitVersion,
+            Milestone  = version,
             Version    = version,
             SemVersion = semVersion,
             GemVersion = semVersion.Replace("-", "."),