diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 0fae21f..2ef79bb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -9,6 +9,8 @@ jobs:
   release:
     name: Release
     runs-on: ubuntu-latest
+    permissions:
+      id-token: write  # IMPORTANT: this permission is mandatory for trusted publishing
     steps:
       - name: Check out the repository
         uses: actions/checkout@v4
@@ -41,7 +43,8 @@ jobs:
       - name: Bump version for developmental release
         if: "! steps.check-version.outputs.tag"
         run: |
-          pdm bump dev
+          dev_version="$(echo $(pdm show --version).dev$(date +%s))"
+          pdm bump to "$dev_version"
 
       - name: Install dependencies with PDM
         run: |
@@ -53,17 +56,12 @@ jobs:
 
       - name: Publish package on PyPI
         if: steps.check-version.outputs.tag
-        uses: pypa/gh-action-pypi-publish@v1.8.11
-        with:
-          user: __token__
-          password: ${{ secrets.PYPI_TOKEN }}
+        uses: pypa/gh-action-pypi-publish@release/v1
 
       - name: Publish package on TestPyPI
         if: "! steps.check-version.outputs.tag"
-        uses: pypa/gh-action-pypi-publish@v1.8.11
+        uses: pypa/gh-action-pypi-publish@release/v1
         with:
-          user: __token__
-          password: ${{ secrets.TEST_PYPI_TOKEN }}
           repository-url: https://test.pypi.org/legacy/
 
       - name: Publish the release notes