diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c60a7ca..3f93d5e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -38,25 +38,16 @@ jobs:
         with:
           distribution: temurin
           java-version: 8
+          cache: sbt
 
       - name: Setup GraalVM (graal_20.3.1@11)
         if: matrix.java == 'graal_20.3.1@11'
-        uses: DeLaGuardo/setup-graalvm@5.0
+        uses: graalvm/setup-graalvm@v1
         with:
-          graalvm: 20.3.1
-          java: java11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          version: 20.3.1
+          java-version: 11
+          components: native-image
+          cache: sbt
 
       - name: Check that workflows are up to date
         run: sbt ++${{ matrix.scala }} githubWorkflowCheck
@@ -94,25 +85,16 @@ jobs:
         with:
           distribution: temurin
           java-version: 8
+          cache: sbt
 
       - name: Setup GraalVM (graal_20.3.1@11)
         if: matrix.java == 'graal_20.3.1@11'
-        uses: DeLaGuardo/setup-graalvm@5.0
-        with:
-          graalvm: 20.3.1
-          java: java11
-
-      - name: Cache sbt
-        uses: actions/cache@v3
+        uses: graalvm/setup-graalvm@v1
         with:
-          path: |
-            ~/.sbt
-            ~/.ivy2/cache
-            ~/.coursier/cache/v1
-            ~/.cache/coursier/v1
-            ~/AppData/Local/Coursier/Cache/v1
-            ~/Library/Caches/Coursier/v1
-          key: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          version: 20.3.1
+          java-version: 11
+          components: native-image
+          cache: sbt
 
       - name: Download target directories (2.12.15)
         uses: actions/download-artifact@v3
diff --git a/src/main/scala/sbtghactions/GenerativePlugin.scala b/src/main/scala/sbtghactions/GenerativePlugin.scala
index bbe94c1..8b9db8a 100644
--- a/src/main/scala/sbtghactions/GenerativePlugin.scala
+++ b/src/main/scala/sbtghactions/GenerativePlugin.scala
@@ -646,32 +646,7 @@ ${indent(jobs.map(compileJob(_, sbt)).mkString("\n\n"), 1)}
       }
     },
 
-    githubWorkflowGeneratedCacheSteps := {
-      val hashes = githubWorkflowDependencyPatterns.value map { glob =>
-        s"$${{ hashFiles('$glob') }}"
-      }
-
-      Seq(
-        WorkflowStep.Use(
-          UseRef.Public(
-            "actions",
-            "cache",
-            "v3"),
-          name = Some("Cache sbt"),
-          params = Map(
-            "path" -> Seq(
-              "~/.sbt",
-              "~/.ivy2/cache",
-              "~/.coursier/cache/v1",
-              "~/.cache/coursier/v1",
-              "~/AppData/Local/Coursier/Cache/v1",
-              "~/Library/Caches/Coursier/v1"
-            ).mkString("\n"),
-            "key" -> s"$${{ runner.os }}-sbt-cache-v3-${hashes.mkString("-")}"
-          )
-        )
-      )
-    },
+    githubWorkflowGeneratedCacheSteps := Nil,
 
     githubWorkflowJobSetup := {
       val autoCrlfOpt = if (githubWorkflowOSes.value.exists(_.contains("windows"))) {
diff --git a/src/main/scala/sbtghactions/WorkflowStep.scala b/src/main/scala/sbtghactions/WorkflowStep.scala
index 420e142..392e066 100644
--- a/src/main/scala/sbtghactions/WorkflowStep.scala
+++ b/src/main/scala/sbtghactions/WorkflowStep.scala
@@ -16,6 +16,8 @@
 
 package sbtghactions
 
+import scala.collection.immutable.ListMap
+
 sealed trait WorkflowStep extends Product with Serializable {
   def id: Option[String]
   def name: Option[String]
@@ -36,21 +38,26 @@ object WorkflowStep {
     versions map {
       case jv @ JavaSpec(JavaSpec.Distribution.GraalVM(graalVersion), version) =>
         WorkflowStep.Use(
-          UseRef.Public("DeLaGuardo", "setup-graalvm", "5.0"),
+          UseRef.Public("graalvm", "setup-graalvm", "v1"),
           name = Some(s"Setup GraalVM (${jv.render})"),
           cond = Some(s"matrix.java == '${jv.render}'"),
-          params = Map(
-            "graalvm" -> graalVersion,
-            "java" -> s"java$version"))
+          params = ListMap(
+            "version" -> graalVersion,
+            "java-version" -> s"$version",
+            "components" -> "native-image",
+            // TODO: https://github.com/marketplace/actions/github-action-for-graalvm
+            // "github-token" -> s"$${{ secrets.GITHUB_TOKEN }}",
+            "cache" -> "sbt"))
 
       case jv @ JavaSpec(dist, version) =>
         WorkflowStep.Use(
           UseRef.Public("actions", "setup-java", "v3"),
           name = Some(s"Setup Java (${jv.render})"),
           cond = Some(s"matrix.java == '${jv.render}'"),
-          params = Map(
+          params = ListMap(
             "distribution" -> dist.rendering,
-            "java-version" -> version))
+            "java-version" -> version,
+            "cache" -> "sbt"))
     }
 
   val Tmate: WorkflowStep = Use(UseRef.Public("mxschmitt", "action-tmate", "v2"), name = Some("Setup tmate session"))
diff --git a/src/sbt-test/sbtghactions/check-and-regenerate/expected-ci.yml b/src/sbt-test/sbtghactions/check-and-regenerate/expected-ci.yml
index 0bffc3d..60351d1 100644
--- a/src/sbt-test/sbtghactions/check-and-regenerate/expected-ci.yml
+++ b/src/sbt-test/sbtghactions/check-and-regenerate/expected-ci.yml
@@ -45,25 +45,16 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
+          cache: sbt
 
       - name: Setup GraalVM (graal_21.1.0@8)
         if: matrix.java == 'graal_21.1.0@8'
-        uses: DeLaGuardo/setup-graalvm@5.0
+        uses: graalvm/setup-graalvm@v1
         with:
-          graalvm: 21.1.0
-          java: java8
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          version: 21.1.0
+          java-version: 8
+          components: native-image
+          cache: sbt
 
       - name: Check that workflows are up to date
         run: sbt ++${{ matrix.scala }} githubWorkflowCheck
@@ -104,25 +95,16 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
+          cache: sbt
 
       - name: Setup GraalVM (graal_21.1.0@8)
         if: matrix.java == 'graal_21.1.0@8'
-        uses: DeLaGuardo/setup-graalvm@5.0
-        with:
-          graalvm: 21.1.0
-          java: java8
-
-      - name: Cache sbt
-        uses: actions/cache@v3
+        uses: graalvm/setup-graalvm@v1
         with:
-          path: |
-            ~/.sbt
-            ~/.ivy2/cache
-            ~/.coursier/cache/v1
-            ~/.cache/coursier/v1
-            ~/AppData/Local/Coursier/Cache/v1
-            ~/Library/Caches/Coursier/v1
-          key: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          version: 21.1.0
+          java-version: 8
+          components: native-image
+          cache: sbt
 
       - name: Download target directories (2.13.6)
         uses: actions/download-artifact@v3
diff --git a/src/sbt-test/sbtghactions/no-clean/.github/workflows/ci.yml b/src/sbt-test/sbtghactions/no-clean/.github/workflows/ci.yml
index 8f583fb..0216da1 100644
--- a/src/sbt-test/sbtghactions/no-clean/.github/workflows/ci.yml
+++ b/src/sbt-test/sbtghactions/no-clean/.github/workflows/ci.yml
@@ -37,18 +37,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Check that workflows are up to date
         run: sbt ++${{ matrix.scala }} githubWorkflowCheck
@@ -87,18 +76,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Download target directories (2.13.6)
         uses: actions/download-artifact@v3
diff --git a/src/sbt-test/sbtghactions/non-existent-target/.github/workflows/ci.yml b/src/sbt-test/sbtghactions/non-existent-target/.github/workflows/ci.yml
index 22ba52d..3c3b5dc 100644
--- a/src/sbt-test/sbtghactions/non-existent-target/.github/workflows/ci.yml
+++ b/src/sbt-test/sbtghactions/non-existent-target/.github/workflows/ci.yml
@@ -37,18 +37,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Check that workflows are up to date
         run: sbt ++${{ matrix.scala }} githubWorkflowCheck
@@ -86,18 +75,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Download target directories (2.13.6)
         uses: actions/download-artifact@v3
diff --git a/src/sbt-test/sbtghactions/sbt-native-thin-client/.github/workflows/ci.yml b/src/sbt-test/sbtghactions/sbt-native-thin-client/.github/workflows/ci.yml
index 5a062ed..660f25f 100644
--- a/src/sbt-test/sbtghactions/sbt-native-thin-client/.github/workflows/ci.yml
+++ b/src/sbt-test/sbtghactions/sbt-native-thin-client/.github/workflows/ci.yml
@@ -37,18 +37,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Check that workflows are up to date
         run: sbt --client '++${{ matrix.scala }}; githubWorkflowCheck'
@@ -103,18 +92,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Download target directories (2.12.14)
         uses: actions/download-artifact@v3
diff --git a/src/sbt-test/sbtghactions/suppressed-scala-version/expected-ci.yml b/src/sbt-test/sbtghactions/suppressed-scala-version/expected-ci.yml
index 84a7aa4..db8ff5f 100644
--- a/src/sbt-test/sbtghactions/suppressed-scala-version/expected-ci.yml
+++ b/src/sbt-test/sbtghactions/suppressed-scala-version/expected-ci.yml
@@ -38,18 +38,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Check that workflows are up to date
         run: sbt ++${{ matrix.scala }} githubWorkflowCheck
@@ -88,18 +77,7 @@ jobs:
         with:
           distribution: temurin
           java-version: 11
-
-      - 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: ${{ runner.os }}-sbt-cache-v3-${{ hashFiles('**/*.sbt') }}-${{ hashFiles('project/build.properties') }}
+          cache: sbt
 
       - name: Download target directories (2.13.6)
         uses: actions/download-artifact@v3
diff --git a/src/test/scala/sbtghactions/GenerativePluginSpec.scala b/src/test/scala/sbtghactions/GenerativePluginSpec.scala
index c1d4b4f..40cbb7a 100644
--- a/src/test/scala/sbtghactions/GenerativePluginSpec.scala
+++ b/src/test/scala/sbtghactions/GenerativePluginSpec.scala
@@ -537,13 +537,16 @@ class GenerativePluginSpec extends Specification {
       with:
         distribution: temurin
         java-version: 11
+        cache: sbt
 
     - name: Setup GraalVM (graal_20.0.0@8)
       if: matrix.java == 'graal_20.0.0@8'
-      uses: DeLaGuardo/setup-graalvm@5.0
+      uses: graalvm/setup-graalvm@v1
       with:
-        graalvm: 20.0.0
-        java: java8"""
+        version: 20.0.0
+        java-version: 8
+        components: native-image
+        cache: sbt"""
     }
 
     "compile a job with environment variables, conditional, and needs with an sbt step" in {