diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a9126136..b3cf8375 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -32,13 +32,20 @@ jobs:
       - uses: actions/checkout@v3
 
       - name: Setup Nextflow
-        uses: nf-core/setup-nextflow@v1
-
-      - name: Install nf-test
-        if: steps.cache-software.outputs.cache-hit != 'true'
-        run: |
-          wget -qO- https://code.askimed.com/install/nf-test | bash
-          sudo mv nf-test /usr/local/bin/
+        uses: jaxxstorm/action-install-gh-release@v1.10.0
+        with:
+          repo: nextflow-io/nextflow
+          tag: v23.10.0
+          extension-matching: disable
+          binaries-location: nextflow
+          cache: enable
+
+      - name: Setup nf-test
+        uses: jaxxstorm/action-install-gh-release@v1.10.0
+        with:
+          repo: https://github.com/askimed/nf-test
+          tag: "${{ env.NFTEST_VER }}"
+          cache: enable
 
       - name: List nf-test
         id: list
@@ -66,25 +73,21 @@ jobs:
       - name: Check out pipeline code
         uses: actions/checkout@v4
 
-      - name: Cache Nextflow installation
-        id: cache-software
-        uses: actions/cache@v3
+      - name: Setup Nextflow
+        uses: jaxxstorm/action-install-gh-release@v1.10.0
         with:
-          path: |
-            /usr/local/bin/nf-test
-            /home/runner/.nf-test/nf-test.jar
-          key: methylseq-${{ runner.os }}-${{ matrix.NXF_VER }}
-
-      - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+          repo: nextflow-io/nextflow
+          tag: v23.10.0
+          extension-matching: disable
+          binaries-location: nextflow
+          cache: enable
+
+      - name: Setup nf-test
+        uses: jaxxstorm/action-install-gh-release@v1.10.0
         with:
-          version: "${{ matrix.NXF_VER }}"
-
-      - name: Install nf-test
-        if: steps.cache-software.outputs.cache-hit != 'true'
-        run: |
-          wget -qO- https://code.askimed.com/install/nf-test | bash
-          sudo mv nf-test /usr/local/bin/
+          repo: https://github.com/askimed/nf-test
+          tag: "${{ env.NFTEST_VER }}"
+          cache: enable
 
       - name: Set up Singularity
         if: matrix.profile == 'singularity'