diff --git a/tools/upload_release.ps1 b/tools/upload_release.ps1
new file mode 100644
index 00000000..f612445c
--- /dev/null
+++ b/tools/upload_release.ps1
@@ -0,0 +1,148 @@
+param(
+  [parameter(Mandatory=$true)]
+  [String]$ReleaseVersion,
+
+  [parameter(Mandatory=$true)]
+  [String]$GitHubUsername,
+
+  [parameter(Mandatory=$true)]
+  [String]$GitHubToken
+)
+
+$ErrorActionPreference = 'Stop'
+
+# Adapted from https://www.herebedragons.io/powershell-create-github-release-with-artifact
+function Update-GitHubRelease($versionNumber, $preRelease, $releaseNotes, $artifactOutputDirectory, $gitHubUsername, $gitHubRepository, $gitHubApiUsername, $gitHubApiKey)
+{
+  $draft = $false
+
+  $auth = 'Basic ' + [Convert]::ToBase64String([Text.Encoding]::ASCII.GetBytes($gitHubApiUsername + ':' + $gitHubApiKey));
+
+  # Github uses TLS 1.2
+  [Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
+
+  # Find existing release
+  $ReleaseDetails = $null
+  $releaseParams = @{
+    Uri = "https://api.github.com/repos/$gitHubUsername/$gitHubRepository/releases/tags/$versionNumber";
+    Method = 'GET';
+    Headers = @{
+      Authorization = $auth;
+    }
+    ContentType = 'application/json';
+  }
+  try {
+    $ReleaseDetails = Invoke-RestMethod @releaseParams
+  }
+  catch {
+    # Release is missing, create it
+    $ReleaseDetails = $null
+  }
+
+  if ($ReleaseDetails -eq $null) {
+    Write-Host "Creating release $versionNumber"
+    # Create a release
+    $releaseData = @{
+      tag_name = [string]::Format("{0}", $versionNumber);
+      name = [string]::Format("{0}", $versionNumber);
+      body = $releaseNotes;
+      draft = $draft;
+      prerelease = $preRelease;
+    }
+    $releaseParams = @{
+      ContentType = 'application/json'
+      Uri = "https://api.github.com/repos/$gitHubUsername/$gitHubRepository/releases";
+      Method = 'POST';
+      Headers = @{
+        Authorization = $auth;
+      }
+      Body = (ConvertTo-Json $releaseData -Compress)
+    }
+    $ReleaseDetails = Invoke-RestMethod @releaseParams
+  } else {
+    Write-Host "Updating release $versionNumber"
+    # Create a release
+    $releaseData = @{
+      tag_name = [string]::Format("{0}", $versionNumber);
+      name = [string]::Format("{0}", $versionNumber);
+      body = $releaseNotes;
+      draft = $draft;
+      prerelease = $preRelease;
+    }
+    $releaseParams = @{
+      ContentType = 'application/json'
+      Uri = "https://api.github.com/repos/$gitHubUsername/$gitHubRepository/releases/$($ReleaseDetails.id)";
+      Method = 'PATCH';
+      Headers = @{
+        Authorization = $auth;
+      }
+      Body = (ConvertTo-Json $releaseData -Compress)
+    }
+    $ReleaseDetails = Invoke-RestMethod @releaseParams
+  }
+
+  # Upload assets
+  $uploadUri = $ReleaseDetails | Select -ExpandProperty upload_url
+  $uploadUri = $uploadUri -creplace '\{\?name,label\}'
+
+  Get-ChildItem -Path $artifactOutputDirectory | % {
+    $filename = $_.Name
+    $filepath = $_.Fullname
+    Write-Host "Uploading $filename ..."
+
+    $uploadParams = @{
+      Uri = $uploadUri;
+      Method = 'POST';
+      Headers = @{
+        Authorization = $auth;
+      }
+      ContentType = 'application/text';
+      InFile = $filepath
+    }
+
+    if ($filename -match '\.zip$') {
+      $uploadParams.ContentType = 'application/zip'
+    }
+    if ($filename -match '\.gz$') {
+      $uploadParams.ContentType = 'application/tar+gzip'
+    }
+    $uploadParams.Uri += "?name=$filename"
+
+    Invoke-RestMethod @uploadParams | Out-Null
+  }
+}
+
+function Get-ReleaseNotes($Version) {
+  Write-Host "Getting release notes for version $Version ..."
+
+  $changelog = Join-Path -Path $PSScriptRoot -ChildPath '..\CHANGELOG.md'
+
+  $releaseNotes = $null
+  $inSection = $false
+  Get-Content $changelog | % {
+    $line = $_
+
+    if ($inSection) {
+      if ($line -match "^## ") {
+        $inSection = $false
+      } else {
+        $releaseNotes = $releaseNotes + "`n" + $line
+      }
+    } else {
+      if ($line -match "^## ${version} ") {
+        $releaseNotes = $line
+        $inSection = $true
+      }
+    }
+  }
+  return $releaseNotes
+}
+
+Update-GitHubRelease -versionNumber $releaseVersion `
+               -preRelease $false `
+               -releaseNotes (Get-ReleaseNotes -Version $releaseVersion) `
+               -artifactOutputDirectory 'output' `
+               -gitHubUsername 'lingua-pupuli' `
+               -gitHubRepository 'puppet-editor-services' `
+               -gitHubApiUsername $GitHubUsername `
+               -gitHubApiKey $GitHubToken