diff --git a/.github/workflows/e2e-external-phase-2.yml b/.github/workflows/e2e-external-phase-2.yml
index 9f73a38e..7b68e862 100644
--- a/.github/workflows/e2e-external-phase-2.yml
+++ b/.github/workflows/e2e-external-phase-2.yml
@@ -101,7 +101,7 @@ jobs:
           key: ${{ hashFiles('uv.lock') }}
 
       - name: Install deps
-        run: uv install --all-groups
+        run: uv sync --all-groups
 
       - name: Run end-to-end tests
         run: pytest tests/end_to_end
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1a5cd8f4..7f2fd13e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -21,28 +21,58 @@ jobs:
       attestations: write
       id-token: write
     steps:
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
       - name: Log in to Docker Hub
         uses: docker/login-action@v3
         with:
           username: ewjoachim
           password: ${{ secrets.DOCKER_PASSWORD }}
 
-      - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v3
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3.6.0
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3.10.0
+
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3.3.0
         with:
           registry: ghcr.io
-          username: ${{ github.repository_owner }}
-          password: ${{ secrets.GITHUB_TOKEN }}
+          username: ${{ github.actor }}
+          password: ${{ github.token }}
+
+      - id: docker_meta
+        uses: docker/metadata-action@v5.7.0
+        with:
+          images: ghcr.io/${{ github.repository }}
+          tags: type=sha,format=long
 
       - name: Build and push Docker image
         uses: docker/build-push-action@v6
         with:
-          # See Dockerfile.build for instructions on bumping this.
+          context: .
+          file: Dockerfile.build
+          platforms: linux/amd64,linux/arm64
+          labels: |
+            project='python-coverage-comment-action-base'
+            org='py-cov-action'
+            commit-sha='${{ github.sha }}'
+            org.opencontainers.image.source='https://github.com/${{ github.repository }}'
+            org.opencontainers.image.description='Publish coverage report as PR comment, and create a coverage badge & dashboard to display on the Readme for Python projects, all inside GitHub without third party servers'
+            org.opencontainers.image.licenses='MIT'
           tags: |
             ewjoachim/python-coverage-comment-action-base:v6
             ghcr.io/py-cov-action/python-coverage-comment-action-base:v6
+            ${{ steps.docker_meta.outputs.tags }}
+            ghcr.io/${{ github.repository }}:${{ github.sha }}
+            ghcr.io/${{ github.repository }}:latest
+          cache-from: |
+            ghcr.io/${{ github.repository }}:${{ github.sha }}
+            ghcr.io/${{ github.repository }}:latest
+          cache-to: type=inline
           push: true
-          file: Dockerfile.build
 
   compute-tags:
     name: Re-tag action with new version
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 20ceb6aa..7c6b93aa 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -18,7 +18,7 @@ repos:
       - id: check-added-large-files
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.9.9
+    rev: v0.11.8
     hooks:
       - id: ruff
         args: [--fix]
diff --git a/Dockerfile b/Dockerfile
index 8cef855d..7c45db63 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,5 @@
 # See Dockerfile.build for instructions on bumping this.
-FROM ewjoachim/python-coverage-comment-action-base:v6
+FROM ghcr.io/py-cov-action/python-coverage-comment-action-base:v6
 
 COPY coverage_comment ./coverage_comment
 RUN md5sum -c pyproject.toml.md5 || pip install -e .
diff --git a/Dockerfile.build b/Dockerfile.build
index aff94169..bb3dce68 100644
--- a/Dockerfile.build
+++ b/Dockerfile.build
@@ -14,7 +14,7 @@ RUN git config --system --add safe.directory '*'
 
 WORKDIR /workdir
 
-COPY pyproject.toml ./
+COPY pyproject.toml LICENSE ./
 RUN md5sum pyproject.toml > pyproject.toml.md5
 
 COPY coverage_comment ./coverage_comment
diff --git a/README.md b/README.md
index 2fcbfc43..31ea33b9 100644
--- a/README.md
+++ b/README.md
@@ -258,10 +258,10 @@ jobs:
         run: make test # This is the part where you put your own test command
         env:
           COVERAGE_FILE: ".coverage.${{ matrix.python_version }}"
-          # Alternatively you can run coverage with the --parallel flag or add
-          # `parallel = True` in the coverage config file.
-          # If using pytest-cov, you can also add the `--cov-append` flag
-          # directly or through PYTEST_ADD_OPTS.
+          # The file name prefix must be ".coverage." for "coverage combine"
+          # enabled by "MERGE_COVERAGE_FILES: true" to work. A "subprocess"
+          # error with the message "No data to combine" will be triggered if
+          # this prefix is not used.
 
       - name: Store coverage file
         uses: actions/upload-artifact@v4
@@ -269,8 +269,10 @@ jobs:
           name: coverage-${{ matrix.python_version }}
           path: .coverage.${{ matrix.python_version }}
           # By default hidden files/folders (i.e. starting with .) are ignored.
-          # You may prefer (for security reason) not setting this and instead
-          # set COVERAGE_FILE above to not start with a `.`
+          # You may prefer (for security reasons) not setting this and instead
+          # set COVERAGE_FILE above to not start with a `.`, but you cannot
+          # use "MERGE_COVERAGE_FILES: true" later on and need to manually
+          # combine the coverage file using "pipx run coverage combine"
           include-hidden-files: true
 
   coverage:
diff --git a/action.yml b/action.yml
index 9a6c2c70..a6fa986f 100644
--- a/action.yml
+++ b/action.yml
@@ -118,6 +118,7 @@ runs:
   using: docker
   image: Dockerfile
   env:
+    GITHUB_BASE_URL: ${{ inputs.GITHUB_BASE_URL }}
     GITHUB_TOKEN: ${{ inputs.GITHUB_TOKEN }}
     GITHUB_PR_RUN_ID: ${{ inputs.GITHUB_PR_RUN_ID }}
     COMMENT_TEMPLATE: ${{ inputs.COMMENT_TEMPLATE }}
diff --git a/coverage_comment/main.py b/coverage_comment/main.py
index 8da1c792..20f46468 100644
--- a/coverage_comment/main.py
+++ b/coverage_comment/main.py
@@ -33,20 +33,22 @@ def main():
         log.info("Starting action")
         config = settings.Config.from_environ(environ=os.environ)
 
-        github_session = httpx.Client(
-            base_url=config.GITHUB_BASE_URL,
-            follow_redirects=True,
-            headers={"Authorization": f"token {config.GITHUB_TOKEN}"},
-        )
-        http_session = httpx.Client()
         git = subprocess.Git()
 
-        exit_code = action(
-            config=config,
-            github_session=github_session,
-            http_session=http_session,
-            git=git,
-        )
+        with (
+            httpx.Client(
+                base_url=config.GITHUB_BASE_URL,
+                follow_redirects=True,
+                headers={"Authorization": f"token {config.GITHUB_TOKEN}"},
+            ) as github_session,
+            httpx.Client() as http_session,
+        ):
+            exit_code = action(
+                config=config,
+                github_session=github_session,
+                http_session=http_session,
+                git=git,
+            )
 
         log.info("Ending action")
         sys.exit(exit_code)
diff --git a/scripts/sync-pre-commit.py b/scripts/sync-pre-commit.py
index 3cea8d95..67c20429 100755
--- a/scripts/sync-pre-commit.py
+++ b/scripts/sync-pre-commit.py
@@ -42,6 +42,7 @@ def export_from_uv_lock(group_args):
         "--no-header",
         "--no-emit-project",
         "--no-emit-workspace",
+        "--no-annotate",
     ]
     packages = (
         subprocess.check_output(
diff --git a/tests/end_to_end/conftest.py b/tests/end_to_end/conftest.py
index 1bafa6a1..ac4a84b4 100644
--- a/tests/end_to_end/conftest.py
+++ b/tests/end_to_end/conftest.py
@@ -11,6 +11,7 @@
 import subprocess
 import time
 
+import httpx
 import pytest
 import tenacity
 
@@ -387,3 +388,9 @@ def f(line):
         git("commit", "-m", "improve coverage")
 
     return f
+
+
+@pytest.fixture
+def http_client():
+    with httpx.Client() as client:
+        yield client
diff --git a/tests/end_to_end/repo/.github/workflows/ci.yml b/tests/end_to_end/repo/.github/workflows/ci.yml
index 1388a17e..b07325ab 100644
--- a/tests/end_to_end/repo/.github/workflows/ci.yml
+++ b/tests/end_to_end/repo/.github/workflows/ci.yml
@@ -21,7 +21,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.12"
+          python-version: "3.13"
 
       - run: pip install -e .
         working-directory: __ACTION_COVERAGE_PATH__
diff --git a/tests/end_to_end/test_all.py b/tests/end_to_end/test_all.py
index 5ca63c2f..2501e55c 100644
--- a/tests/end_to_end/test_all.py
+++ b/tests/end_to_end/test_all.py
@@ -2,7 +2,6 @@
 
 import base64
 
-import httpx
 import pytest
 
 
@@ -24,6 +23,7 @@ def test_public_repo(
     token_other,
     gh_create_fork,
     gh_other_username,
+    http_client,
 ):
     # Create a GitHub repo, make it public
     gh_create_repo("--public")
@@ -60,14 +60,12 @@ def test_public_repo(
     # - coverage branch readme url
     assert len(links) == 5
 
-    client = httpx.Client()
-
     # Check that all 5 links are valid and lead to a 200
     # It's made this way to avoid hardcoding links in the test, because I assume
     # they'll be evolving.
     number_of_svgs = 0
     for link in links:
-        response = client.get(link)
+        response = http_client.get(link)
         response.raise_for_status()
         number_of_svgs += int(response.text.startswith("<svg"))
 
@@ -81,7 +79,7 @@ def test_public_repo(
     raw_url_prefix = f"https://github.com/{repo_full_name}/raw/python-coverage-comment-action-data-my-great-project"
 
     readme_url = f"{raw_url_prefix}/README.md"
-    response = client.get(readme_url, follow_redirects=True)
+    response = http_client.get(readme_url, follow_redirects=True)
     response.raise_for_status()
     # And all previously found links should be present
     readme = response.text
@@ -91,13 +89,13 @@ def test_public_repo(
     # And while we're at it, there are 2 other files we want to check in this
     # branch. Once again, trying to avoid hardcoding too many specifics, that's what
     # unit tests are for.
-    data = client.get(f"{raw_url_prefix}/data.json", follow_redirects=True).json()
+    data = http_client.get(f"{raw_url_prefix}/data.json", follow_redirects=True).json()
     assert "coverage" in data
     assert "raw_data" in data
     assert "meta" in data["raw_data"]
     assert "coverage_path" in data
 
-    endpoint = client.get(
+    endpoint = http_client.get(
         f"{raw_url_prefix}/endpoint.json", follow_redirects=True
     ).json()
     assert "schemaVersion" in endpoint
diff --git a/uv.lock b/uv.lock
index fead824c..fdd19e61 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,76 +1,76 @@
 version = 1
-revision = 1
+revision = 2
 requires-python = ">=3.12"
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
+version = "4.9.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a3/73/199a98fc2dae33535d6b8e8e6ec01f8c1d76c9adb096c6b7d64823038cde/anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a", size = 181126 }
+sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.1.31"
+version = "2025.4.26"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1c/ab/c9f1e32b7b1bf505bf26f0ef697775960db7932abeb7b516de930ba2705f/certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651", size = 167577 }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/9e/c05b3920a3b7d20d3d3310465f50348e5b3694f4f88c6daf736eef3024c4/certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6", size = 160705, upload-time = "2025-04-26T02:12:29.51Z" }
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+    { url = "https://files.pythonhosted.org/packages/4a/7e/3db2bd1b1f9e95f7cddca6d6e75e2f2bd9f51b1246e546d88addca0106bd/certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3", size = 159618, upload-time = "2025-04-26T02:12:27.662Z" },
 ]
 
 [[package]]
 name = "colorama"
 version = "0.4.6"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697 }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" }
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+    { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
 [[package]]
 name = "coverage"
-version = "7.6.12"
+version = "7.8.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0c/d6/2b53ab3ee99f2262e6f0b8369a43f6d66658eab45510331c0b3d5c8c4272/coverage-7.6.12.tar.gz", hash = "sha256:48cfc4641d95d34766ad41d9573cc0f22a48aa88d22657a1fe01dca0dbae4de2", size = 805941 }
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