diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 00000000..d384d16b
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,37 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - v*
+  workflow_dispatch:
+
+jobs:
+  publish_jvm:
+    name: Publish
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 10000
+      # Fetch all tags so that sbt-dynver can find the previous release version
+      - run: git fetch --tags -f
+      # Install OpenJDK 11
+      - uses: actions/setup-java@v3
+        with:
+          distribution: 'zulu'
+          java-version: '11'
+      - name: Setup GPG
+        env:
+          PGP_SECRET: ${{ secrets.PGP_SECRET }}
+        run: echo $PGP_SECRET | base64 --decode | gpg --import --batch --yes
+      - name: Build bundle
+        env:
+          PGP_PASSPHRASE: ${{ secrets.PGP_PASSPHRASE }}
+        run: |
+          ./sbt publishSigned
+      - name: Release to Sonatype
+        env:
+          SONATYPE_USERNAME: '${{ secrets.SONATYPE_USER }}'
+          SONATYPE_PASSWORD: '${{ secrets.SONATYPE_PASS }}'
+        run: ./sbt sonatypeBundleRelease
diff --git a/Makefile b/Makefile
index def6989b..3d44cd38 100644
--- a/Makefile
+++ b/Makefile
@@ -140,7 +140,10 @@ NATIVE_DIR:=src/main/resources/org/xerial/snappy/native/$(OS_NAME)/$(OS_ARCH)
 NATIVE_TARGET_DIR:=$(TARGET)/classes/org/xerial/snappy/native/$(OS_NAME)/$(OS_ARCH)
 NATIVE_DLL:=$(NATIVE_DIR)/$(LIBNAME)
 
-snappy-jar-version:=snappy-java-$(shell cat version.sbt | cut -d'=' -f2 | sed 's/[ \"]//g')
+snappy-jar-version:=snappy-java-$(shell ./script/dynver.sh | cut -d'=' -f2 | sed 's/[ \"]//g')
+
+jar-version:
+	echo $(snappy-jar-version)
 
 native: jni-header snappy-header $(NATIVE_DLL)
 native-nocmake: jni-header $(NATIVE_DLL)
diff --git a/build.sbt b/build.sbt
index 8850ea27..97a7ff48 100644
--- a/build.sbt
+++ b/build.sbt
@@ -1,14 +1,14 @@
 Global / onChangedBuildSource := ReloadOnSourceChanges
 
-name := "snappy-java"
-organization := "org.xerial.snappy"
+name             := "snappy-java"
+organization     := "org.xerial.snappy"
 organizationName := "xerial.org"
-description := "snappy-java: A fast compression/decompression library"
+description      := "snappy-java: A fast compression/decompression library"
 
-sonatypeProfileName := "org.xerial"
+sonatypeProfileName   := "org.xerial"
 ThisBuild / publishTo := sonatypePublishToBundle.value
-licenses := Seq("Apache-2.0" -> url("https://www.apache.org/licenses/LICENSE-2.0.html"))
-homepage := Some(url("https://github.com/xerial/snappy-java"))
+licenses              := Seq("Apache-2.0" -> url("https://www.apache.org/licenses/LICENSE-2.0.html"))
+homepage              := Some(url("https://github.com/xerial/snappy-java"))
 scmInfo := Some(
   ScmInfo(
     browseUrl = url("https://github.com/xerial/snappy-java"),
@@ -19,6 +19,11 @@ developers := List(
   Developer(id = "leo", name = "Taro L. Saito", email = "leo@xerial.org", url = url("http://xerial.org/leo"))
 )
 
+// Use dynamic snapshot version strings for non tagged versions
+ThisBuild / dynverSonatypeSnapshots := true
+// Use coursier friendly version separator
+ThisBuild / dynverSeparator := "-"
+
 ThisBuild / scalaVersion := "2.12.11"
 
 // For building jars for JDK8
@@ -57,15 +62,15 @@ testOptions += Tests.Argument(TestFrameworks.JUnit, "-q", "-v")
 Test / parallelExecution := false
 
 autoScalaLibrary := false
-crossPaths := false
+crossPaths       := false
 
 libraryDependencies ++= Seq(
-  "junit"               % "junit"              % "4.13.2" % "test",
-  "org.codehaus.plexus" % "plexus-classworlds" % "2.7.0"  % "test",
-  "org.xerial.java"     % "xerial-core"        % "2.1"    % "test",
+  "junit"               % "junit"              % "4.13.2"  % "test",
+  "org.codehaus.plexus" % "plexus-classworlds" % "2.7.0"   % "test",
+  "org.xerial.java"     % "xerial-core"        % "2.1"     % "test",
   "org.wvlet.airframe" %% "airframe-log"       % "22.12.6" % "test",
-  "org.osgi"            % "org.osgi.core"      % "4.3.0"  % "provided",
-  "com.github.sbt"      % "junit-interface"    % "0.13.3" % "test",
+  "org.osgi"            % "org.osgi.core"      % "4.3.0"   % "provided",
+  "com.github.sbt"      % "junit-interface"    % "0.13.3"  % "test",
   "org.apache.hadoop"   % "hadoop-common"      % "2.10.2"  % "test" exclude ("org.xerial.snappy", "snappy-java")
 )
 
@@ -73,11 +78,11 @@ enablePlugins(SbtOsgi)
 
 osgiSettings
 
-OsgiKeys.exportPackage := Seq("org.xerial.snappy", "org.xerial.snappy.buffer", "org.xerial.snappy.pool")
+OsgiKeys.exportPackage      := Seq("org.xerial.snappy", "org.xerial.snappy.buffer", "org.xerial.snappy.pool")
 OsgiKeys.bundleSymbolicName := "org.xerial.snappy.snappy-java"
-OsgiKeys.bundleActivator := Option("org.xerial.snappy.SnappyBundleActivator")
-OsgiKeys.importPackage := Seq("""org.osgi.framework;version="[1.5,2)"""")
-OsgiKeys.requireCapability := """osgi.ee;filter:="(&(osgi.ee=JavaSE)(version=1.7))""""
+OsgiKeys.bundleActivator    := Option("org.xerial.snappy.SnappyBundleActivator")
+OsgiKeys.importPackage      := Seq("""org.osgi.framework;version="[1.5,2)"""")
+OsgiKeys.requireCapability  := """osgi.ee;filter:="(&(osgi.ee=JavaSE)(version=1.7))""""
 
 OsgiKeys.additionalHeaders := Map(
   "Bundle-NativeCode" -> Seq(
@@ -108,22 +113,3 @@ OsgiKeys.additionalHeaders := Map(
   "Bundle-ActivationPolicy" -> "lazy",
   "Bundle-Name"             -> "snappy-java: A fast compression/decompression library"
 )
-
-import ReleaseTransformations._
-
-releaseTagName := { (ThisBuild / version).value }
-
-releaseProcess := Seq[ReleaseStep](
-  checkSnapshotDependencies,
-  inquireVersions,
-  runClean,
-  runTest,
-  setReleaseVersion,
-  commitReleaseVersion,
-  tagRelease,
-  releaseStepCommand("publishSigned"),
-  releaseStepCommand("sonatypeBundleRelease"),
-  setNextVersion,
-  commitNextVersion,
-  pushChanges
-)
diff --git a/project/plugins.sbt b/project/plugins.sbt
index ce324200..054f2a3a 100755
--- a/project/plugins.sbt
+++ b/project/plugins.sbt
@@ -1,4 +1,3 @@
-addSbtPlugin("com.github.sbt"   % "sbt-release"  % "1.1.0")
 addSbtPlugin("org.xerial.sbt"   % "sbt-sonatype" % "3.9.17")
 addSbtPlugin("com.github.sbt"   % "sbt-pgp"      % "2.2.1")
 addSbtPlugin("com.typesafe.sbt" % "sbt-osgi"     % "0.9.6")
diff --git a/version.sbt b/version.sbt
deleted file mode 100644
index dfa88154..00000000
--- a/version.sbt
+++ /dev/null
@@ -1 +0,0 @@
-ThisBuild / version := "1.1.9.0-SNAPSHOT"