diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index bf085665..674cca65 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,76 +15,55 @@ on:
     tags: [v*]
 
 env:
-  PGP_PASSPHRASE: ${{ secrets.PGP_PASSPHRASE }}
-  SONATYPE_PASSWORD: ${{ secrets.SONATYPE_PASSWORD }}
-  SONATYPE_CREDENTIAL_HOST: ${{ secrets.SONATYPE_CREDENTIAL_HOST }}
-  SONATYPE_USERNAME: ${{ secrets.SONATYPE_USERNAME }}
-  PGP_SECRET: ${{ secrets.PGP_SECRET }}
   GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
   SPARK_LOCAL_IP: localhost
 
+
+concurrency:
+  group: ${{ github.workflow }} @ ${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   build:
     name: Build and Test
     strategy:
       matrix:
         os: [ubuntu-latest]
-        scala: [2.13.11, 2.12.18]
+        scala: [2.13, 2.12]
         java: [temurin@8]
         project: [root-spark32, root-spark33, root-spark34]
         exclude:
-          - scala: 2.13.11
+          - scala: 2.13
             project: root-spark32
-          - scala: 2.13.11
+          - scala: 2.13
             project: root-spark33
     runs-on: ${{ matrix.os }}
+    timeout-minutes: 60
     steps:
       - name: Checkout current branch (full)
         uses: actions/checkout@v3
         with:
           fetch-depth: 0
 
-      - name: Download Java (temurin@8)
-        id: download-java-temurin-8
-        if: matrix.java == 'temurin@8'
-        uses: typelevel/download-java@v2
-        with:
-          distribution: temurin
-          java-version: 8
-
       - name: Setup Java (temurin@8)
+        id: setup-java-temurin-8
         if: matrix.java == 'temurin@8'
         uses: actions/setup-java@v3
         with:
-          distribution: jdkfile
+          distribution: temurin
           java-version: 8
-          jdkFile: ${{ steps.download-java-temurin-8.outputs.jdkFile }}
-
-      - name: Cache sbt
-        uses: actions/cache@v3
-        with:
-          path: |
-            ~/.sbt
-            ~/.ivy2/cache
-            ~/.coursier/cache/v1
-            ~/.cache/coursier/v1
-            ~/AppData/Local/Coursier/Cache/v1
-            ~/Library/Caches/Coursier/v1
-          key: ${{ runner.os }}-sbt-cache-v2-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
-
-      - name: Setup Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: 3.x
+          cache: sbt
 
-      - name: Setup codecov
-        run: pip install codecov
+      - name: sbt update
+        if: matrix.java == 'temurin@8' && steps.setup-java-temurin-8.outputs.cache-hit == 'false'
+        run: sbt +update
 
       - name: Check that workflows are up to date
         run: sbt githubWorkflowCheck
 
-      - name: Check code style
-        run: sbt '++ ${{ matrix.scala }}' 'project ${{ matrix.project }}' scalafmtSbtCheck scalafmtCheck
+      - name: Check formatting
+        if: matrix.java == 'temurin@8' && matrix.os == 'ubuntu-latest'
+        run: sbt '++ ${{ matrix.scala }}' 'project ${{ matrix.project }}' scalafmtCheckAll 'project /' scalafmtSbtCheck
 
       - name: Test & Compute Coverage
         run: sbt '++ ${{ matrix.scala }}' 'project ${{ matrix.project }}' coverage test test/coverageReport
@@ -97,8 +76,7 @@ jobs:
         if: matrix.java == 'temurin@8' && matrix.os == 'ubuntu-latest'
         run: sbt '++ ${{ matrix.scala }}' 'project ${{ matrix.project }}' doc
 
-      - name: Upload Codecov Results
-        run: codecov -F ${{ matrix.scala }}
+      - uses: codecov/codecov-action@v3
 
   publish:
     name: Publish Artifacts
@@ -115,50 +93,46 @@ jobs:
         with:
           fetch-depth: 0
 
-      - name: Download Java (temurin@8)
-        id: download-java-temurin-8
-        if: matrix.java == 'temurin@8'
-        uses: typelevel/download-java@v2
-        with:
-          distribution: temurin
-          java-version: 8
-
       - name: Setup Java (temurin@8)
+        id: setup-java-temurin-8
         if: matrix.java == 'temurin@8'
         uses: actions/setup-java@v3
         with:
-          distribution: jdkfile
+          distribution: temurin
           java-version: 8
-          jdkFile: ${{ steps.download-java-temurin-8.outputs.jdkFile }}
+          cache: sbt
 
-      - name: Cache sbt
-        uses: actions/cache@v3
-        with:
-          path: |
-            ~/.sbt
-            ~/.ivy2/cache
-            ~/.coursier/cache/v1
-            ~/.cache/coursier/v1
-            ~/AppData/Local/Coursier/Cache/v1
-            ~/Library/Caches/Coursier/v1
-          key: ${{ runner.os }}-sbt-cache-v2-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+      - name: sbt update
+        if: matrix.java == 'temurin@8' && steps.setup-java-temurin-8.outputs.cache-hit == 'false'
+        run: sbt +update
 
       - name: Import signing key
         if: env.PGP_SECRET != '' && env.PGP_PASSPHRASE == ''
+        env:
+          PGP_SECRET: ${{ secrets.PGP_SECRET }}
+          PGP_PASSPHRASE: ${{ secrets.PGP_PASSPHRASE }}
         run: echo $PGP_SECRET | base64 -di | gpg --import
 
       - name: Import signing key and strip passphrase
         if: env.PGP_SECRET != '' && env.PGP_PASSPHRASE != ''
+        env:
+          PGP_SECRET: ${{ secrets.PGP_SECRET }}
+          PGP_PASSPHRASE: ${{ secrets.PGP_PASSPHRASE }}
         run: |
           echo "$PGP_SECRET" | base64 -di > /tmp/signing-key.gpg
           echo "$PGP_PASSPHRASE" | gpg --pinentry-mode loopback --passphrase-fd 0 --import /tmp/signing-key.gpg
           (echo "$PGP_PASSPHRASE"; echo; echo) | gpg --command-fd 0 --pinentry-mode loopback --change-passphrase $(gpg --list-secret-keys --with-colons 2> /dev/null | grep '^sec:' | cut --delimiter ':' --fields 5 | tail -n 1)
 
       - name: Publish
+        env:
+          SONATYPE_USERNAME: ${{ secrets.SONATYPE_USERNAME }}
+          SONATYPE_PASSWORD: ${{ secrets.SONATYPE_PASSWORD }}
+          SONATYPE_CREDENTIAL_HOST: ${{ secrets.SONATYPE_CREDENTIAL_HOST }}
         run: sbt tlCiRelease
 
-  site:
-    name: Generate Site
+  dependency-submission:
+    name: Submit Dependencies
+    if: github.event_name != 'pull_request'
     strategy:
       matrix:
         os: [ubuntu-latest]
@@ -170,40 +144,57 @@ jobs:
         with:
           fetch-depth: 0
 
-      - name: Download Java (temurin@8)
-        id: download-java-temurin-8
+      - name: Setup Java (temurin@8)
+        id: setup-java-temurin-8
         if: matrix.java == 'temurin@8'
-        uses: typelevel/download-java@v2
+        uses: actions/setup-java@v3
         with:
           distribution: temurin
           java-version: 8
+          cache: sbt
+
+      - name: sbt update
+        if: matrix.java == 'temurin@8' && steps.setup-java-temurin-8.outputs.cache-hit == 'false'
+        run: sbt +update
+
+      - name: Submit Dependencies
+        uses: scalacenter/sbt-dependency-submission@v2
+        with:
+          modules-ignore: root-spark33_2.13 root-spark33_2.12 docs_2.13 docs_2.12 root-spark34_2.13 root-spark34_2.12 root-spark32_2.13 root-spark32_2.12
+          configs-ignore: test scala-tool scala-doc-tool test-internal
+
+  site:
+    name: Generate Site
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+        java: [temurin@8]
+    runs-on: ${{ matrix.os }}
+    steps:
+      - name: Checkout current branch (full)
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
 
       - name: Setup Java (temurin@8)
+        id: setup-java-temurin-8
         if: matrix.java == 'temurin@8'
         uses: actions/setup-java@v3
         with:
-          distribution: jdkfile
+          distribution: temurin
           java-version: 8
-          jdkFile: ${{ steps.download-java-temurin-8.outputs.jdkFile }}
+          cache: sbt
 
-      - name: Cache sbt
-        uses: actions/cache@v3
-        with:
-          path: |
-            ~/.sbt
-            ~/.ivy2/cache
-            ~/.coursier/cache/v1
-            ~/.cache/coursier/v1
-            ~/AppData/Local/Coursier/Cache/v1
-            ~/Library/Caches/Coursier/v1
-          key: ${{ runner.os }}-sbt-cache-v2-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+      - name: sbt update
+        if: matrix.java == 'temurin@8' && steps.setup-java-temurin-8.outputs.cache-hit == 'false'
+        run: sbt +update
 
       - name: Generate site
         run: sbt docs/tlSite
 
       - name: Publish site
         if: github.event_name != 'pull_request' && github.ref == 'refs/heads/master'
-        uses: peaceiris/actions-gh-pages@v3.9.0
+        uses: peaceiris/actions-gh-pages@v3.9.3
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
           publish_dir: mdocs/target/docs/site
diff --git a/build.sbt b/build.sbt
index b0654beb..911852d8 100644
--- a/build.sbt
+++ b/build.sbt
@@ -19,11 +19,11 @@ ThisBuild / tlBaseVersion := "0.14"
 
 ThisBuild / crossScalaVersions := Seq(Scala213, Scala212)
 ThisBuild / scalaVersion := Scala212
-ThisBuild / tlSkipIrrelevantScalas := true
 
 lazy val root = project
   .in(file("."))
   .enablePlugins(NoPublishPlugin)
+  .settings(crossScalaVersions := Nil)
   .aggregate(`root-spark34`, `root-spark33`, `root-spark32`, docs)
 
 lazy val `root-spark34` = project
@@ -396,5 +396,5 @@ val roots = List("root-spark32", "root-spark33", "root-spark34")
 ThisBuild / githubWorkflowBuildMatrixAdditions += "project" -> roots
 
 ThisBuild / githubWorkflowBuildMatrixExclusions ++= roots.init.map { project =>
-  MatrixExclude(Map("scala" -> Scala213, "project" -> project))
+  MatrixExclude(Map("scala" -> "2.13", "project" -> project))
 }
diff --git a/github.sbt b/github.sbt
index d305c57b..83b75cf6 100644
--- a/github.sbt
+++ b/github.sbt
@@ -2,45 +2,26 @@ ThisBuild / githubWorkflowArtifactUpload := false // doesn't work with scoverage
 
 ThisBuild / githubWorkflowEnv += "SPARK_LOCAL_IP" -> "localhost"
 
-ThisBuild / githubWorkflowBuildPreamble ++= Seq(
-  WorkflowStep.Use(
-    UseRef.Public("actions", "setup-python", "v2"),
-    name = Some("Setup Python"),
-    params = Map(
-      "python-version" -> "3.x"
-    )
-  ),
-  WorkflowStep.Run(
-    List("pip install codecov"),
-    name = Some("Setup codecov")
-  )
-)
-
 ThisBuild / githubWorkflowArtifactDownloadExtraKeys += "project"
 
 ThisBuild / githubWorkflowBuildSbtStepPreamble += s"project $${{ matrix.project }}"
-
+ThisBuild / tlCiScalafmtCheck := true
 ThisBuild / githubWorkflowBuild ~= { steps =>
-  steps.flatMap { // replace the test step
-    case _ @WorkflowStep.Sbt(List("test"), _, _, _, _, _) =>
-      List(
-        WorkflowStep.Sbt(
-          List("scalafmtSbtCheck", "scalafmtCheck"),
-          name = Some("Check code style")
-        ),
-        WorkflowStep.Sbt(
-          List("coverage", "test", "test/coverageReport"),
-          name = Some("Test & Compute Coverage")
-        )
+  steps.map { // replace the test step
+    case _ @WorkflowStep.Sbt(List("test"), _, _, _, _, _, _, _) =>
+      WorkflowStep.Sbt(
+        List("coverage", "test", "test/coverageReport"),
+        name = Some("Test & Compute Coverage")
       )
-
-    case step => List(step)
+    case step => step
   }
 }
 
-ThisBuild / githubWorkflowBuildPostamble ++= Seq(
-  WorkflowStep.Run(
-    List(s"codecov -F $${{ matrix.scala }}"),
-    name = Some("Upload Codecov Results")
+ThisBuild / githubWorkflowBuildPostamble +=
+  WorkflowStep.Use(
+    UseRef.Public(
+      "codecov",
+      "codecov-action",
+      "v3"
+    )
   )
-)
diff --git a/project/plugins.sbt b/project/plugins.sbt
index 6cd350cd..c23c1c67 100644
--- a/project/plugins.sbt
+++ b/project/plugins.sbt
@@ -1,9 +1,9 @@
-val sbtTypelevelVersion = "0.4.22"
+val sbtTypelevelVersion = "0.5.0-RC12"
 
 addSbtPlugin("org.typelevel" % "sbt-typelevel-ci-release" % sbtTypelevelVersion)
 
-addSbtPlugin("org.typelevel" % "sbt-typelevel-site"       % sbtTypelevelVersion)
+addSbtPlugin("org.typelevel" % "sbt-typelevel-site" % sbtTypelevelVersion)
 
-addSbtPlugin("org.scoverage" % "sbt-scoverage"            % "2.0.8")
+addSbtPlugin("org.scoverage" % "sbt-scoverage" % "2.0.8")
 
 addSbtPlugin("org.scalameta" % "sbt-scalafmt" % "2.4.6")