From 58171ea95f40125375788a3d89c0d0d40f809357 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Fri, 3 Jul 2026 09:51:13 +0200
Subject: [PATCH 01/21] Updated poetry.lock

---
 poetry.lock | 495 +++++++++++++++++++++++++++-------------------------
 1 file changed, 256 insertions(+), 239 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e0e354856..6e4473cbf 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -95,14 +95,14 @@ idna = ">=2.5"
 
 [[package]]
 name = "argcomplete"
-version = "3.6.3"
+version = "3.7.0"
 description = "Bash tab completion for argparse"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "argcomplete-3.6.3-py3-none-any.whl", hash = "sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce"},
-    {file = "argcomplete-3.6.3.tar.gz", hash = "sha256:62e8ed4fd6a45864acc8235409461b72c9a28ee785a2011cc5eb78318786c89c"},
+    {file = "argcomplete-3.7.0-py3-none-any.whl", hash = "sha256:d8f0f22d2a8a7caa383be1e22b6caf1ecaf0ebd10d8f83cc125e36540c95830c"},
+    {file = "argcomplete-3.7.0.tar.gz", hash = "sha256:afde224f753f874807b1dc1414e883ab8fe0cda9c04807b6047dcb8e1ac23913"},
 ]
 
 [package.extras]
@@ -130,45 +130,46 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "ast-serialize"
-version = "0.5.0"
+version = "0.6.0"
 description = "Python bindings for mypy AST serialization"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -698,14 +699,14 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.4.1"
+version = "8.4.2"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "dev"]
 files = [
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-    {file = "click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96"},
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 ]
 
 [package.dependencies]
@@ -766,103 +767,103 @@ rich = "*"
 
 [[package]]
 name = "coverage"
-version = "7.14.3"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 [[package]]
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 [[package]]
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 [[package]]
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 python-versions = ">=3.9"
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 markers = "platform_python_implementation != \"PyPy\""
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@@ -3687,11 +3690,25 @@ description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
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 files = [
     {file = "stevedore-5.8.0-py3-none-any.whl", hash = "sha256:88eede9e66ca80e34085b9174e2327da2c61ac91f24f70e41c3ad76e4bb4872b"},
     {file = "stevedore-5.8.0.tar.gz", hash = "sha256:b49867b32ca3016e94100e68dbf26e72aa7b8708d0a3f73c08aeb220370ac715"},
 ]
 
+[[package]]
+name = "stevedore"
+version = "5.9.0"
+description = "Manage dynamic plugins for Python applications"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "stevedore-5.9.0-py3-none-any.whl", hash = "sha256:e520945d4c257700eddc1eb1d79df04b2ea578eef185e0e3fa5b442fc848d3f7"},
+    {file = "stevedore-5.9.0.tar.gz", hash = "sha256:abbd0af7a38a8bbb1d6adea2e35b17609cf004eaac323e88a8d8963640dd2b3c"},
+]
+
 [[package]]
 name = "structlog"
 version = "25.5.0"
@@ -3887,14 +3904,14 @@ keyring = ["keyring (>=21.2.0)"]
 
 [[package]]
 name = "typer"
-version = "0.26.7"
+version = "0.26.8"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "typer-0.26.7-py3-none-any.whl", hash = "sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58"},
-    {file = "typer-0.26.7.tar.gz", hash = "sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a"},
+    {file = "typer-0.26.8-py3-none-any.whl", hash = "sha256:3512ca79ac5c11113414b36e80281b872884477722440691c89d1112e321a49c"},
+    {file = "typer-0.26.8.tar.gz", hash = "sha256:c244a6bd558886fe3f8780efb6bdd28bb9aff005a94eedebaa5cb32926fe2f7e"},
 ]
 
 [package.dependencies]
@@ -3917,14 +3934,14 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.15.0"
+version = "4.16.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
-    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
+    {file = "typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8"},
+    {file = "typing_extensions-4.16.0.tar.gz", hash = "sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5"},
 ]
 
 [[package]]
@@ -3993,14 +4010,14 @@ typing-extensions = {version = ">=4.13.2", markers = "python_version < \"3.11\""
 
 [[package]]
 name = "wcwidth"
-version = "0.8.1"
+version = "0.8.2"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "wcwidth-0.8.1-py3-none-any.whl", hash = "sha256:f453740b1e4a4f3291faa37944c555d71056c4da08d59809b307ef4feba695c8"},
-    {file = "wcwidth-0.8.1.tar.gz", hash = "sha256:faf5b4a5366a72dc49cad48cdf21f52bdf63bdda995178e483ba247ff79089b9"},
+    {file = "wcwidth-0.8.2-py3-none-any.whl", hash = "sha256:d63947694a0539a1d51e01eda7caf800c291020e6cdd7e28ad7b14dd33ad4f85"},
+    {file = "wcwidth-0.8.2.tar.gz", hash = "sha256:91fbef97204b96a3d4d421609b80340b760cf33e26da123ff243d76b1fda8dda"},
 ]
 
 [[package]]

From 090b352e9207ceb6e517a4f0a19aa8e96eb3ba47 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Fri, 3 Jul 2026 13:43:14 +0200
Subject: [PATCH 02/21] Add git function to test uncommitted path changes

---
 exasol/toolbox/util/git.py | 13 +++++++++++++
 test/unit/util/git_test.py | 39 ++++++++++++++++++++++++++++++++++++++
 2 files changed, 52 insertions(+)

diff --git a/exasol/toolbox/util/git.py b/exasol/toolbox/util/git.py
index 0322bc4bb..f7e20e8cc 100644
--- a/exasol/toolbox/util/git.py
+++ b/exasol/toolbox/util/git.py
@@ -51,3 +51,16 @@ def create_and_switch_to_branch(branch_name: str):
     @run_command
     def toplevel():
         return ["git", "rev-parse", "--show-toplevel"]
+
+    @staticmethod
+    def has_uncommitted_path_changes(paths: tuple[Path, ...]) -> bool:
+        """
+        Return whether the given path or paths have uncommitted changes.
+        """
+        command = ["git", "diff", "--quiet", "--", *map(str, paths)]
+        result = subprocess.run(
+            command,
+            capture_output=True,
+            cwd=Git.toplevel(),
+        )  # nosec: B603, B607 - fixed git command; repository root is trusted here
+        return result.returncode != 0
diff --git a/test/unit/util/git_test.py b/test/unit/util/git_test.py
index 43bbca4a7..0cbf42bd7 100644
--- a/test/unit/util/git_test.py
+++ b/test/unit/util/git_test.py
@@ -1,3 +1,5 @@
+import subprocess
+
 import pytest
 from packaging.version import Version
 
@@ -34,3 +36,40 @@ def test_checkout(tmp_path, read_file_from_tag):
         Git.checkout(tag=tag, source=POETRY_LOCK, dest=dest)
         result = dest.read_text()
         assert result == read_file_from_tag
+
+    @staticmethod
+    def test_has_uncommitted_path_changes(tmp_path, monkeypatch):
+        repo_path = tmp_path / "repo"
+        repo_path.mkdir()
+        monkeypatch.chdir(repo_path)
+
+        subprocess.run(["git", "init"], check=True, capture_output=True)
+        subprocess.run(
+            ["git", "config", "user.email", "test@example.com"],
+            check=True,
+            capture_output=True,
+        )
+        subprocess.run(
+            ["git", "config", "user.name", "Test User"],
+            check=True,
+            capture_output=True,
+        )
+
+        test_file = repo_path / "test.txt"
+        test_file.write_text("initial\n")
+        subprocess.run(
+            ["git", "add", "test.txt"],
+            check=True,
+            capture_output=True,
+        )
+        subprocess.run(
+            ["git", "commit", "-m", "initial commit"],
+            check=True,
+            capture_output=True,
+        )
+
+        assert Git.has_uncommitted_path_changes((test_file,)) is False
+
+        test_file.write_text("changed\n")
+
+        assert Git.has_uncommitted_path_changes((test_file,)) is True

From b84a3c13bb4f6fb9c9b329b073f589501ed57bdd Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 10:22:50 +0200
Subject: [PATCH 03/21] Add git function for add & commit

---
 exasol/toolbox/nox/_release.py           | 30 +++++++++++-------------
 exasol/toolbox/util/git.py               | 16 +++++++++++++
 exasol/toolbox/util/release/changelog.py |  4 ++--
 test/unit/util/git_test.py               | 14 +++--------
 4 files changed, 35 insertions(+), 29 deletions(-)

diff --git a/exasol/toolbox/nox/_release.py b/exasol/toolbox/nox/_release.py
index a855cb7d3..64aa2993c 100644
--- a/exasol/toolbox/nox/_release.py
+++ b/exasol/toolbox/nox/_release.py
@@ -62,9 +62,14 @@ def _get_changelogs(version: Version) -> Changelog:
     )
 
 
-def _add_files_to_index(session: Session, files: list[Path]) -> None:
-    for file in files:
-        session.run("git", "add", f"{file}")
+def _collect_release_files(session: Session, pm) -> tuple[Path, ...]:
+    return tuple(
+        path
+        for plugin_files in pm.hook.prepare_release_add_files(
+            session=session, config=PROJECT_CONFIG
+        )
+        for path in plugin_files
+    )
 
 
 class ReleaseError(Exception):
@@ -120,9 +125,7 @@ def prepare_release(session: Session) -> None:
     if not args.no_branch and not args.no_add:
         Git.create_and_switch_to_branch(f"release/prepare-{new_version}")
 
-    changed_files = (
-        _get_changelogs(version=new_version).prepare_release().get_changed_files()
-    )
+    changelogs = _get_changelogs(version=new_version).prepare_release()
 
     pm = NoxTasks.plugin_manager(PROJECT_CONFIG)
     pm.hook.prepare_release_update_version(
@@ -132,16 +135,11 @@ def prepare_release(session: Session) -> None:
     if args.no_add:
         return
 
-    changed_files += [
-        PROJECT_CONFIG.root_path / PoetryFiles.pyproject_toml,
-    ]
-    results = pm.hook.prepare_release_add_files(session=session, config=PROJECT_CONFIG)
-    changed_files += [f for plugin_response in results for f in plugin_response]
-    _add_files_to_index(
-        session,
-        changed_files,
-    )
-    session.run("git", "commit", "-m", f"Prepare release {new_version}")
+    version_files = (PROJECT_CONFIG.root_path / PoetryFiles.pyproject_toml,)
+    release_files = _collect_release_files(session=session, pm=pm)
+    changed_files = changelogs.get_changed_files() + release_files + version_files
+    Git.add(changed_files)
+    Git.commit(f"Prepare release {new_version}")
 
     if not args.no_pr:
         session.run(
diff --git a/exasol/toolbox/util/git.py b/exasol/toolbox/util/git.py
index f7e20e8cc..0f9ab96b4 100644
--- a/exasol/toolbox/util/git.py
+++ b/exasol/toolbox/util/git.py
@@ -64,3 +64,19 @@ def has_uncommitted_path_changes(paths: tuple[Path, ...]) -> bool:
             cwd=Git.toplevel(),
         )  # nosec: B603, B607 - fixed git command; repository root is trusted here
         return result.returncode != 0
+
+    @staticmethod
+    @run_command
+    def add(paths: tuple[Path, ...]):
+        """
+        Stage the given path or paths.
+        """
+        return ["git", "add", *map(str, paths)]
+
+    @staticmethod
+    @run_command
+    def commit(message: str):
+        """
+        Create a commit with the given message.
+        """
+        return ["git", "commit", "--message", message]
diff --git a/exasol/toolbox/util/release/changelog.py b/exasol/toolbox/util/release/changelog.py
index bd3da6cff..6d65bb517 100644
--- a/exasol/toolbox/util/release/changelog.py
+++ b/exasol/toolbox/util/release/changelog.py
@@ -133,8 +133,8 @@ def _update_table_of_contents(self) -> None:
 
         self.changelog.write_text(updated_content_str)
 
-    def get_changed_files(self) -> list[Path]:
-        return [self.unreleased, self.versioned_changes, self.changelog]
+    def get_changed_files(self) -> tuple[Path, ...]:
+        return self.unreleased, self.versioned_changes, self.changelog
 
     def _resolved_vulnerabilities(self) -> Markdown | None:
         try:
diff --git a/test/unit/util/git_test.py b/test/unit/util/git_test.py
index 0cbf42bd7..c96182fcc 100644
--- a/test/unit/util/git_test.py
+++ b/test/unit/util/git_test.py
@@ -38,7 +38,7 @@ def test_checkout(tmp_path, read_file_from_tag):
         assert result == read_file_from_tag
 
     @staticmethod
-    def test_has_uncommitted_path_changes(tmp_path, monkeypatch):
+    def test_detects_working_tree_changes(tmp_path, monkeypatch):
         repo_path = tmp_path / "repo"
         repo_path.mkdir()
         monkeypatch.chdir(repo_path)
@@ -57,16 +57,8 @@ def test_has_uncommitted_path_changes(tmp_path, monkeypatch):
 
         test_file = repo_path / "test.txt"
         test_file.write_text("initial\n")
-        subprocess.run(
-            ["git", "add", "test.txt"],
-            check=True,
-            capture_output=True,
-        )
-        subprocess.run(
-            ["git", "commit", "-m", "initial commit"],
-            check=True,
-            capture_output=True,
-        )
+        Git.add((test_file,))
+        Git.commit("initial commit")
 
         assert Git.has_uncommitted_path_changes((test_file,)) is False
 

From 0a89840c1fa3754dfead38a5c6dd23fe8d623928 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 10:50:30 +0200
Subject: [PATCH 04/21] Add report_json for more human readable performance

---
 exasol/toolbox/util/dependencies/audit.py | 15 +++++++++++++++
 test/conftest.py                          | 10 ++++++++++
 test/unit/util/dependencies/audit_test.py |  8 ++++++++
 3 files changed, 33 insertions(+)

diff --git a/exasol/toolbox/util/dependencies/audit.py b/exasol/toolbox/util/dependencies/audit.py
index 2bde320ae..8563f61b3 100644
--- a/exasol/toolbox/util/dependencies/audit.py
+++ b/exasol/toolbox/util/dependencies/audit.py
@@ -278,10 +278,25 @@ def load_from_pip_audit(cls, working_directory: Path) -> Vulnerabilities:
 
     @property
     def security_issue_dict(self) -> list[PipAuditEntry]:
+        """Return pip-audit-compatible entries for `tbx security cve convert`."""
         return [
             vulnerability.security_issue_entry for vulnerability in self.vulnerabilities
         ]
 
+    @property
+    def report_json(self) -> str:
+        """Return a compact JSON report."""
+        summary = [
+            {
+                "name": vulnerability.package.name,
+                "version": str(vulnerability.package.version),
+                "vulnerability": vulnerability.vulnerability_id,
+                "fix_versions": vulnerability.fix_versions,
+            }
+            for vulnerability in self.vulnerabilities
+        ]
+        return json.dumps(summary, indent=2)
+
 
 def get_vulnerabilities(working_directory: Path) -> list[Vulnerability]:
     return Vulnerabilities.load_from_pip_audit(
diff --git a/test/conftest.py b/test/conftest.py
index dcb62102c..bb0c59878 100644
--- a/test/conftest.py
+++ b/test/conftest.py
@@ -58,6 +58,16 @@ def pip_audit_json(self) -> str:
             }
         )
 
+    @property
+    def report_json(self) -> str:
+        report_json = {
+            "name": self.package_name,
+            "version": self.version,
+            "vulnerability": self.cve_id,
+            "fix_versions": [self.fix_version],
+        }
+        return json.dumps([report_json], indent=2)
+
     @property
     def vulnerability(self) -> Vulnerability:
         return Vulnerability.from_audit_entry(
diff --git a/test/unit/util/dependencies/audit_test.py b/test/unit/util/dependencies/audit_test.py
index d41c3f998..4d99ec9b5 100644
--- a/test/unit/util/dependencies/audit_test.py
+++ b/test/unit/util/dependencies/audit_test.py
@@ -324,6 +324,14 @@ def test_security_issue_dict(sample_vulnerability):
         result = vulnerabilities.security_issue_dict
         assert result == [sample_vulnerability.security_issue_entry]
 
+    @staticmethod
+    def test_report_json(sample_vulnerability):
+        vulnerabilities = Vulnerabilities(
+            vulnerabilities=[sample_vulnerability.vulnerability]
+        )
+        result = vulnerabilities.report_json
+        assert result == sample_vulnerability.report_json
+
 
 @pytest.mark.parametrize(
     "prefix,expected",

From 1c661be29dc18f37491488b3745a4f02db745858 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 11:23:22 +0200
Subject: [PATCH 05/21] Add DependencyUpdater

---
 .../util/dependencies/update_dependencies.py  |  55 ++++++++++
 .../dependencies/update_dependencies_test.py  | 100 ++++++++++++++++++
 2 files changed, 155 insertions(+)
 create mode 100644 exasol/toolbox/util/dependencies/update_dependencies.py
 create mode 100644 test/unit/util/dependencies/update_dependencies_test.py

diff --git a/exasol/toolbox/util/dependencies/update_dependencies.py b/exasol/toolbox/util/dependencies/update_dependencies.py
new file mode 100644
index 000000000..938e6f337
--- /dev/null
+++ b/exasol/toolbox/util/dependencies/update_dependencies.py
@@ -0,0 +1,55 @@
+from __future__ import annotations
+
+import subprocess  # nosec: B404 - risk of subprocess is accepted
+from pathlib import Path
+
+from pydantic import (
+    BaseModel,
+    ConfigDict,
+    computed_field,
+)
+
+from exasol.toolbox.util.dependencies.audit import Vulnerabilities
+from exasol.toolbox.util.dependencies.shared_models import PoetryFiles
+from exasol.toolbox.util.git import Git
+
+
+class DependencyUpdater(BaseModel):
+    model_config = ConfigDict(frozen=True, arbitrary_types_allowed=True)
+
+    root_path: Path
+
+    @computed_field  # type: ignore[misc]
+    @property
+    def poetry_lock_path(self) -> Path:
+        return self.root_path / PoetryFiles.poetry_lock
+
+    def _get_report_json(self) -> str:
+        vulnerabilities = Vulnerabilities.load_from_pip_audit(self.root_path)
+        return vulnerabilities.report_json
+
+    def _run_poetry_update(self) -> None:
+        subprocess.run(  # nosec: B603 - fixed poetry command is trusted here
+            ["poetry", "update"],
+            cwd=self.root_path,
+            check=True,
+        )
+
+    def update_vulnerable_dependencies(self) -> str | None:
+        """
+        Check for vulnerable dependencies, and if present, attempt to update dependencies.
+        """
+        initial_report = self._get_report_json()
+        print(initial_report)
+        if initial_report == "[]":
+            return None
+
+        self._run_poetry_update()
+        post_update_report = self._get_report_json()
+        print(post_update_report)
+
+        if Git.has_uncommitted_path_changes((self.poetry_lock_path,)):
+            Git.add((self.poetry_lock_path,))
+            Git.commit("Updated poetry.lock")
+
+        return post_update_report
diff --git a/test/unit/util/dependencies/update_dependencies_test.py b/test/unit/util/dependencies/update_dependencies_test.py
new file mode 100644
index 000000000..b5e5c0ed1
--- /dev/null
+++ b/test/unit/util/dependencies/update_dependencies_test.py
@@ -0,0 +1,100 @@
+from unittest import mock
+
+import pytest
+
+from exasol.toolbox.util.dependencies import update_dependencies
+from exasol.toolbox.util.dependencies.audit import Vulnerabilities
+
+
+@pytest.fixture
+def mock_load_from_pip_audit(monkeypatch):
+    load_from_pip_audit = mock.Mock()
+    monkeypatch.setattr(
+        update_dependencies.Vulnerabilities,
+        "load_from_pip_audit",
+        load_from_pip_audit,
+    )
+    return load_from_pip_audit
+
+
+@pytest.fixture
+def mock_subprocess_run(monkeypatch):
+    run = mock.Mock()
+    monkeypatch.setattr(update_dependencies.subprocess, "run", run)
+    return run
+
+
+def set_git_commands(monkeypatch, has_uncommitted_path_changes: bool):
+    monkeypatch.setattr(
+        update_dependencies.Git,
+        "has_uncommitted_path_changes",
+        mock.Mock(return_value=has_uncommitted_path_changes),
+    )
+    monkeypatch.setattr(update_dependencies.Git, "add", mock.Mock())
+    monkeypatch.setattr(update_dependencies.Git, "commit", mock.Mock())
+
+
+class TestUpdateVulnerableDependencies:
+    @staticmethod
+    def test_when_no_vulnerabilities_exits_early(
+        monkeypatch, mock_load_from_pip_audit, mock_subprocess_run, tmp_path, capsys
+    ):
+        mock_load_from_pip_audit.side_effect = [Vulnerabilities(vulnerabilities=[])]
+
+        updater = update_dependencies.DependencyUpdater(root_path=tmp_path)
+        result = updater.update_vulnerable_dependencies()
+
+        assert capsys.readouterr().out == "[]\n"
+        mock_subprocess_run.assert_not_called()
+        assert result is None
+
+    @staticmethod
+    def test_when_poetry_lock_is_not_updated(
+        monkeypatch,
+        mock_load_from_pip_audit,
+        mock_subprocess_run,
+        sample_vulnerability,
+        tmp_path,
+    ):
+        mock_load_from_pip_audit.side_effect = [
+            # Simulating the `poetry update` does not resolve the situation
+            Vulnerabilities(vulnerabilities=[sample_vulnerability.vulnerability]),
+        ] * 2
+        set_git_commands(monkeypatch, has_uncommitted_path_changes=False)
+        mock_subprocess_run.return_value = mock.Mock(returncode=0)
+
+        updater = update_dependencies.DependencyUpdater(root_path=tmp_path)
+        result = updater.update_vulnerable_dependencies()
+
+        mock_subprocess_run.assert_called_once_with(
+            ["poetry", "update"], cwd=tmp_path, check=True
+        )
+        update_dependencies.Git.add.assert_not_called()
+        update_dependencies.Git.commit.assert_not_called()
+        assert result == sample_vulnerability.report_json
+
+    @staticmethod
+    def test_when_poetry_lock_is_updated(
+        monkeypatch,
+        mock_load_from_pip_audit,
+        mock_subprocess_run,
+        sample_vulnerability,
+        tmp_path,
+    ):
+        mock_load_from_pip_audit.side_effect = [
+            # Simulating the `poetry update` resolves the vulnerabilities
+            Vulnerabilities(vulnerabilities=[sample_vulnerability.vulnerability]),
+            Vulnerabilities(vulnerabilities=[]),
+        ]
+        set_git_commands(monkeypatch, has_uncommitted_path_changes=True)
+        mock_subprocess_run.return_value = mock.Mock(returncode=0)
+
+        updater = update_dependencies.DependencyUpdater(root_path=tmp_path)
+        result = updater.update_vulnerable_dependencies()
+
+        assert mock_subprocess_run.call_args_list == [
+            mock.call(["poetry", "update"], cwd=tmp_path, check=True),
+        ]
+        update_dependencies.Git.add.assert_called_once_with((updater.poetry_lock_path,))
+        update_dependencies.Git.commit.assert_called_once_with("Updated poetry.lock")
+        assert result == "[]"

From 96f22f5920b6cdbe86c9adf111cd1f136816f104 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 11:32:51 +0200
Subject: [PATCH 06/21] Add vulnerabilities:update nox session

---
 exasol/toolbox/nox/_dependencies.py | 27 +++++++++++++-
 test/unit/nox/_dependencies_test.py | 57 ++++++++++++++++++++++-------
 2 files changed, 68 insertions(+), 16 deletions(-)

diff --git a/exasol/toolbox/nox/_dependencies.py b/exasol/toolbox/nox/_dependencies.py
index c6c64401e..bd887fdc3 100644
--- a/exasol/toolbox/nox/_dependencies.py
+++ b/exasol/toolbox/nox/_dependencies.py
@@ -18,6 +18,7 @@
 )
 from exasol.toolbox.util.dependencies.poetry_dependencies import get_dependencies
 from exasol.toolbox.util.dependencies.track_vulnerabilities import DependenciesAudit
+from exasol.toolbox.util.dependencies.update_dependencies import DependencyUpdater
 from noxconfig import PROJECT_CONFIG
 
 
@@ -35,9 +36,10 @@ def dependency_licenses(session: Session) -> None:
 @nox.session(name="dependency:audit", python=False)
 def audit(session: Session) -> None:
     """Report known vulnerabilities."""
-
     try:
-        vulnerabilities = Vulnerabilities.load_from_pip_audit(working_directory=Path())
+        vulnerabilities = Vulnerabilities.load_from_pip_audit(
+            working_directory=PROJECT_CONFIG.root_path
+        )
     except PipAuditException as e:
         session.error(e.returncode, e.stdout, e.stderr)
 
@@ -45,6 +47,27 @@ def audit(session: Session) -> None:
     print(json.dumps(security_issue_dict, indent=2))
 
 
+@nox.session(name="vulnerabilities:update", python=False)
+def update_vulnerabilities(session: Session) -> None:
+    """
+    Update vulnerabilities, and save the JSON of remaining vulnerabilities to
+    `VULNERABILITIES_UPDATE_REPORT_PATH` if it is set in the environment.
+    """
+    try:
+        dependency_updater = DependencyUpdater(root_path=PROJECT_CONFIG.root_path)
+        report_json = dependency_updater.update_vulnerable_dependencies()
+    except PipAuditException as e:
+        session.error(e.returncode, e.stdout, e.stderr)
+
+    report_path = session.env.get("VULNERABILITIES_UPDATE_REPORT_PATH", None)
+    if report_json is None or report_path is None:
+        return
+
+    report_path = Path(report_path)
+    report_path.parent.mkdir(parents=True, exist_ok=True)
+    report_path.write_text(report_json + "\n", encoding="utf-8")
+
+
 @nox.session(name="vulnerabilities:resolved", python=False)
 def report_resolved_vulnerabilities(session: Session) -> None:
     """Report resolved vulnerabilities in dependencies."""
diff --git a/test/unit/nox/_dependencies_test.py b/test/unit/nox/_dependencies_test.py
index b3525a7ec..efb1470eb 100644
--- a/test/unit/nox/_dependencies_test.py
+++ b/test/unit/nox/_dependencies_test.py
@@ -5,22 +5,51 @@
 
 
 def test_audit(monkeypatch, nox_session, sample_vulnerability, capsys):
-    monkeypatch.setattr(_dependencies, "Vulnerabilities", Mock())
-    _dependencies.Vulnerabilities.load_from_pip_audit.return_value = Vulnerabilities(
-        vulnerabilities=[sample_vulnerability.vulnerability]
+    monkeypatch.setattr(
+        _dependencies.Vulnerabilities,
+        "load_from_pip_audit",
+        Mock(
+            return_value=Vulnerabilities(
+                vulnerabilities=[sample_vulnerability.vulnerability]
+            )
+        ),
     )
     _dependencies.audit(nox_session)
     assert capsys.readouterr().out == sample_vulnerability.nox_dependencies_audit
 
 
-def test_report_resolved_vulnerabilities(
-    monkeypatch, nox_session, capsys, sample_vulnerability
-):
-    monkeypatch.setattr(
-        _dependencies,
-        "get_vulnerabilities_from_latest_tag",
-        Mock(return_value=[sample_vulnerability.vulnerability]),
-    )
-    monkeypatch.setattr(_dependencies, "get_vulnerabilities", Mock(return_value=[]))
-    _dependencies.report_resolved_vulnerabilities(nox_session)
-    assert "| jinja2 | CVE-2025-27516 | 3.1.5 | 3.1.6 |" in capsys.readouterr().out
+class TestUpdateVulnerabilities:
+    @staticmethod
+    def test_writes_report_when_path_is_set(monkeypatch, nox_session, tmp_path):
+        delegate = Mock(return_value="[]")
+        monkeypatch.setattr(
+            _dependencies.DependencyUpdater,
+            "update_vulnerable_dependencies",
+            delegate,
+        )
+        report_path = tmp_path / "vulnerabilities.json"
+        nox_session.env["VULNERABILITIES_UPDATE_REPORT_PATH"] = str(report_path)
+
+        _dependencies.update_vulnerabilities(nox_session)
+
+        assert delegate.call_count == 1
+        assert report_path.read_text() == "[]\n"
+
+    @staticmethod
+    def test_does_not_write_report_when_path_is_unset(
+        monkeypatch, nox_session, tmp_path
+    ):
+        delegate = Mock(return_value="[]")
+        monkeypatch.setattr(
+            _dependencies.DependencyUpdater,
+            "update_vulnerable_dependencies",
+            delegate,
+        )
+
+        write_text = Mock()
+        monkeypatch.setattr(tmp_path.__class__, "write_text", write_text, raising=False)
+
+        _dependencies.update_vulnerabilities(nox_session)
+
+        assert delegate.call_count == 1
+        write_text.assert_not_called()

From 3117cdc6c06d44840232981fc632b356df87d9cc Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 11:42:48 +0200
Subject: [PATCH 07/21] Update workflow and documentation; exclude templates
 from pre-commit hook

---
 .github/workflows/dependency-update.yml       | 69 +++++++++----------
 .pre-commit-config.yaml                       |  1 +
 doc/changes/unreleased.md                     | 12 +++-
 .../features/github_workflows/index.rst       | 19 ++---
 .../features/managing_dependencies/index.rst  |  7 +-
 .../github/workflows/dependency-update.yml    | 69 +++++++++----------
 6 files changed, 91 insertions(+), 86 deletions(-)

diff --git a/.github/workflows/dependency-update.yml b/.github/workflows/dependency-update.yml
index 2945c41ee..f3d5f4747 100644
--- a/.github/workflows/dependency-update.yml
+++ b/.github/workflows/dependency-update.yml
@@ -15,6 +15,8 @@ jobs:
     permissions:
       contents: write
       pull-requests: write
+    env:
+      VULNERABILITIES_UPDATE_REPORT_PATH: ${{ runner.temp }}/vulnerabilities.json
 
     steps:
       - name: Check out Repository
@@ -40,74 +42,65 @@ jobs:
           python-version: "3.10"
           poetry-version: "2.3.0"
 
-      - name: Audit Dependencies
-        id: audit-dependencies
-        run: |
-          set -o pipefail
-          poetry self add poetry-plugin-export
-          # Pipeline purpose:
-          # - `2>&1`: merge stdout and stderr into one stream.
-          # - `tee /dev/stderr`: mirror the combined output back to stderr so it stays visible in the logs.
-          # - `sed -n '/^\[/,$p'`: keep only the JSON payload and write it to vulnerabilities.json.
-          # With `set -o pipefail`, any failure in the pipeline still fails this step and turns the workflow red.
-          poetry run -- nox -s dependency:audit 2>&1 | tee /dev/stderr | sed -n '/^\[/,$p' > vulnerabilities.json
-          LENGTH=$(jq 'length' vulnerabilities.json)
-          echo "count=$LENGTH" >> "$GITHUB_OUTPUT"
-
-      - name: Update Dependencies
-        id: update-dependencies
-        if: steps.audit-dependencies.outputs.count > 0
-        run: poetry update
-
-      - name: Check for poetry.lock Changes
-        id: check-for-poetry-lock-changes
-        if: steps.audit-dependencies.outputs.count > 0
-        run: |
-          if git diff --quiet -- poetry.lock; then
-            echo "changed=false" >> "$GITHUB_OUTPUT"
-          else
-            echo "changed=true" >> "$GITHUB_OUTPUT"
-          fi
-
       - name: Configure git
         id: configure-git
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
         run: |
           git config --global user.email "opensource@exasol.com"
           git config --global user.name "Automatic Dependency Updater"
 
       - name: Create branch
         id: create-branch
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
         run: |
           branch_name="dependency-update/$(date "+%Y-%m-%d")"
           echo "Creating branch $branch_name"
           git switch -C "$branch_name"
 
-      - name: Commit Changes & Push
+      - name: Record current commit
+        id: record-current-commit
+        run: |
+          echo "head_sha=$(git rev-parse HEAD)" >> "$GITHUB_OUTPUT"
+
+      - name: Update Dependencies
+        id: update-dependencies
+        run: |
+          poetry self add poetry-plugin-export
+          poetry run -- nox -s vulnerabilities:update
+
+      - name: Check for New Commit
+        id: check-for-new-commit
+        run: |
+          if [ "$(git rev-parse HEAD)" = "${{ steps.record-current-commit.outputs.head_sha }}" ]; then
+            echo "changed=false" >> "$GITHUB_OUTPUT"
+          else
+            echo "changed=true" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Push Changes
         id: publish-branch
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
+        if: steps.check-for-new-commit.outputs.changed == 'true'
         run: |
           branch_name=$(git rev-parse --abbrev-ref HEAD)
-          git add poetry.lock
-          git commit --message "Updated poetry.lock"
           git push --set-upstream origin "$branch_name"
 
       - name: Create Pull Request
         id: create-pr
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
+        if: steps.check-for-new-commit.outputs.changed == 'true'
         env:
           GH_TOKEN: ${{ github.token }}
         run: |
           BASE_BRANCH=$(gh repo view --json defaultBranchRef -q .defaultBranchRef.name)
+          DEPENDENCY_UPDATE_REPORT="$(cat "$VULNERABILITIES_UPDATE_REPORT_PATH")"
 
           PR_BODY="Automated dependency update for \`poetry.lock\`.
           This PR was created by the workflow \`dependency-update.yml\`
 
+          Remaining vulnerable dependencies after the automated update:
+          \`\`\`json
+          ${DEPENDENCY_UPDATE_REPORT}
+          \`\`\`
+
           Please perform the following actions on a locally checked out branch:
           - [ ] Execute \`poetry run -- nox -s workflow:generate -- all\`
-          - [ ] Use \`poetry run -- nox -s dependency:audit\` to check for vulnerabilities requiring manual action
-          - [ ] Update file \`doc/changes/unreleased.md\`
           "
 
           PR_URL=$(gh pr create \
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9da14ce57..33c14a841 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -35,6 +35,7 @@ repos:
     rev: v5.0.0
     hooks:
       - id: check-yaml
+        exclude: ^exasol/toolbox/templates/github/workflows/
         stages: [ pre-commit ]
       - id: end-of-file-fixer
         stages: [ pre-commit ]
diff --git a/doc/changes/unreleased.md b/doc/changes/unreleased.md
index 8292212a9..3442e0cee 100644
--- a/doc/changes/unreleased.md
+++ b/doc/changes/unreleased.md
@@ -2,7 +2,17 @@
 
 ## Summary
 
+This minor release adds automated vulnerability updates through Nox session
+`vulnerabilities:update` and improves the dependency update workflow
+so it can publish the post-update vulnerability summary. It also includes a few
+workflow-related bug fixes and documentation updates.
+
 ## Bug
 
 * #909: Updated `cd.yml` workflow so that `cd-extension.yml` workflow depends on `build-and-publish`. This ensures that the custom release workflow only runs when the PyPi release was successful.
-* #910: Add `gh-pages.yml` to be ignored when `has_documentation=False` in the `PROJECT_CONFIG`
+* #910: Added `gh-pages.yml` to be ignored when `has_documentation=False` in the `PROJECT_CONFIG`
+
+## Feature
+
+* #898: Created Nox session `vulnerabilities:update` to automatically resolve
+  vulnerable dependencies and report the result for the dependency update workflow
diff --git a/doc/user_guide/features/github_workflows/index.rst b/doc/user_guide/features/github_workflows/index.rst
index 0247b7547..529476026 100644
--- a/doc/user_guide/features/github_workflows/index.rst
+++ b/doc/user_guide/features/github_workflows/index.rst
@@ -39,11 +39,11 @@ Workflows
 The PTB allows for two categories of workflows:
   #. those maintained by the PTB, which can be modified using the :ref:`workflow_patcher`.
   #. custom workflows, which are project-owned.
-  
-Custom workflows can optionally be 
+
+Custom workflows can optionally be
 * seeded by the PTB, i.e. PTB generates an initial version but ignores future changes.
 * extend PTB-provided workflows, i.e. ending in `-extension.yml`
- 
+
 Besides that, you can also create individual workflow files which are ignored by the PTB.
 
 Maintained by the PTB
@@ -311,14 +311,17 @@ checks for known vulnerabilities and tries to fix them by updating dependencies.
    :start-at: on:
    :end-at:  workflow_dispatch:
 
-The workflow first audits dependencies for known vulnerabilities:
+The workflow runs a dedicated ``vulnerabilities:update`` nox session that audits the
+current dependency set and attempts to resolve any detected vulnerabilities:
 
 * If no vulnerabilities are detected, then no update is needed.
-* If vulnerabilities are detected, it updates the dependencies using ``poetry update``.
+* If vulnerabilities are detected, the session updates the dependencies and
+  records the outcome for the pull request.
 
-   * If the ``poetry.lock`` is unchanged, then no further action is taken.
-   * If the ``poetry.lock`` is changed, then it creates a branch, stages the commit,
-     creates a pull request, and sends a Slack notification.
+   * If the update makes no effective change, then no further action is taken.
+   * If the update changes the dependency state, then the workflow pushes the
+     resulting commit, includes the post-update summary in the PR description,
+     opens a pull request, and sends a Slack notification.
 
 Afterwards, users need to perform some manual steps which are described in the PR description.
 
diff --git a/doc/user_guide/features/managing_dependencies/index.rst b/doc/user_guide/features/managing_dependencies/index.rst
index 2502d6920..88bc0fd67 100644
--- a/doc/user_guide/features/managing_dependencies/index.rst
+++ b/doc/user_guide/features/managing_dependencies/index.rst
@@ -19,12 +19,17 @@ Managing Dependencies and Vulnerabilities
      - ``report.yml``
      - Uses ``pip-licenses`` to return packages with their licenses.
    * - ``dependency:audit``
-     - ``dependency-update.yml``
+     - No
      - Uses ``pip-audit`` to report active vulnerabilities in our dependencies.
    * - ``vulnerabilities:resolved``
      - No
      - Uses ``pip-audit`` to report known vulnerabilities in dependencies that
        have been resolved in comparison to the last release.
+   * - ``vulnerabilities:update``
+     - ``dependency-update.yml``
+     - Uses ``pip-audit`` to update dependencies and commit ``poetry.lock`` when
+       vulnerabilities are found. It also produces a concise JSON summary for
+       the pull request description.
    * - ``workflow:audit``
      - ``checks.yml``
      - Uses ``zizmor`` to audit GitHub actions and workflows for security issues
diff --git a/exasol/toolbox/templates/github/workflows/dependency-update.yml b/exasol/toolbox/templates/github/workflows/dependency-update.yml
index 7febd11b0..f30e2edc1 100644
--- a/exasol/toolbox/templates/github/workflows/dependency-update.yml
+++ b/exasol/toolbox/templates/github/workflows/dependency-update.yml
@@ -14,6 +14,8 @@ jobs:
     permissions:
       contents: write
       pull-requests: write
+    env:
+      VULNERABILITIES_UPDATE_REPORT_PATH: ${{ runner.temp }}/vulnerabilities.json
 
     steps:
       - name: Check out Repository
@@ -39,74 +41,65 @@ jobs:
           python-version: "(( minimum_python_version ))"
           poetry-version: "(( dependency_manager_version ))"
 
-      - name: Audit Dependencies
-        id: audit-dependencies
-        run: |
-          set -o pipefail
-          poetry self add poetry-plugin-export
-          # Pipeline purpose:
-          # - `2>&1`: merge stdout and stderr into one stream.
-          # - `tee /dev/stderr`: mirror the combined output back to stderr so it stays visible in the logs.
-          # - `sed -n '/^\[/,$p'`: keep only the JSON payload and write it to vulnerabilities.json.
-          # With `set -o pipefail`, any failure in the pipeline still fails this step and turns the workflow red.
-          poetry run -- nox -s dependency:audit 2>&1 | tee /dev/stderr | sed -n '/^\[/,$p' > vulnerabilities.json
-          LENGTH=$(jq 'length' vulnerabilities.json)
-          echo "count=$LENGTH" >> "$GITHUB_OUTPUT"
-
-      - name: Update Dependencies
-        id: update-dependencies
-        if: steps.audit-dependencies.outputs.count > 0
-        run: poetry update
-
-      - name: Check for poetry.lock Changes
-        id: check-for-poetry-lock-changes
-        if: steps.audit-dependencies.outputs.count > 0
-        run: |
-          if git diff --quiet -- poetry.lock; then
-            echo "changed=false" >> "$GITHUB_OUTPUT"
-          else
-            echo "changed=true" >> "$GITHUB_OUTPUT"
-          fi
-
       - name: Configure git
         id: configure-git
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
         run: |
           git config --global user.email "opensource@exasol.com"
           git config --global user.name "Automatic Dependency Updater"
 
       - name: Create branch
         id: create-branch
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
         run: |
           branch_name="dependency-update/$(date "+%Y-%m-%d")"
           echo "Creating branch $branch_name"
           git switch -C "$branch_name"
 
-      - name: Commit Changes & Push
+      - name: Record current commit
+        id: record-current-commit
+        run: |
+          echo "head_sha=$(git rev-parse HEAD)" >> "$GITHUB_OUTPUT"
+
+      - name: Update Dependencies
+        id: update-dependencies
+        run: |
+          poetry self add poetry-plugin-export
+          poetry run -- nox -s vulnerabilities:update
+
+      - name: Check for New Commit
+        id: check-for-new-commit
+        run: |
+          if [ "$(git rev-parse HEAD)" = "${{ steps.record-current-commit.outputs.head_sha }}" ]; then
+            echo "changed=false" >> "$GITHUB_OUTPUT"
+          else
+            echo "changed=true" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Push Changes
         id: publish-branch
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
+        if: steps.check-for-new-commit.outputs.changed == 'true'
         run: |
           branch_name=$(git rev-parse --abbrev-ref HEAD)
-          git add poetry.lock
-          git commit --message "Updated poetry.lock"
           git push --set-upstream origin "$branch_name"
 
       - name: Create Pull Request
         id: create-pr
-        if: steps.check-for-poetry-lock-changes.outputs.changed == 'true'
+        if: steps.check-for-new-commit.outputs.changed == 'true'
         env:
           GH_TOKEN: ${{ github.token }}
         run: |
           BASE_BRANCH=$(gh repo view --json defaultBranchRef -q .defaultBranchRef.name)
+          DEPENDENCY_UPDATE_REPORT="$(cat "$VULNERABILITIES_UPDATE_REPORT_PATH")"
 
           PR_BODY="Automated dependency update for \`poetry.lock\`.
           This PR was created by the workflow \`dependency-update.yml\`
 
+          Remaining vulnerable dependencies after the automated update:
+          \`\`\`json
+          ${DEPENDENCY_UPDATE_REPORT}
+          \`\`\`
+
           Please perform the following actions on a locally checked out branch:
           - [ ] Execute \`poetry run -- nox -s workflow:generate -- all\`
-          - [ ] Use \`poetry run -- nox -s dependency:audit\` to check for vulnerabilities requiring manual action
-          - [ ] Update file \`doc/changes/unreleased.md\`
           "
 
           PR_URL=$(gh pr create \

From 3be69341c1eaa67ae3c0743ab0b7b456f25ed6da Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 11:44:43 +0200
Subject: [PATCH 08/21] Fix type warnings

---
 exasol/toolbox/nox/_dependencies.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/exasol/toolbox/nox/_dependencies.py b/exasol/toolbox/nox/_dependencies.py
index bd887fdc3..15a52c51d 100644
--- a/exasol/toolbox/nox/_dependencies.py
+++ b/exasol/toolbox/nox/_dependencies.py
@@ -59,11 +59,11 @@ def update_vulnerabilities(session: Session) -> None:
     except PipAuditException as e:
         session.error(e.returncode, e.stdout, e.stderr)
 
-    report_path = session.env.get("VULNERABILITIES_UPDATE_REPORT_PATH", None)
-    if report_json is None or report_path is None:
+    report_path_str = session.env.get("VULNERABILITIES_UPDATE_REPORT_PATH", None)
+    if report_json is None or report_path_str is None:
         return
 
-    report_path = Path(report_path)
+    report_path = Path(report_path_str)
     report_path.parent.mkdir(parents=True, exist_ok=True)
     report_path.write_text(report_json + "\n", encoding="utf-8")
 

From bee9702755030814b580245e8b90ac468504c83c Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 11:49:48 +0200
Subject: [PATCH 09/21] Fix workflow:audit

---
 .github/workflows/dependency-update.yml                       | 4 +++-
 .../toolbox/templates/github/workflows/dependency-update.yml  | 4 +++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/dependency-update.yml b/.github/workflows/dependency-update.yml
index f3d5f4747..c3ad116ed 100644
--- a/.github/workflows/dependency-update.yml
+++ b/.github/workflows/dependency-update.yml
@@ -68,8 +68,10 @@ jobs:
 
       - name: Check for New Commit
         id: check-for-new-commit
+        env:
+          PRE_UPDATE_HEAD_SHA: ${{ steps.record-current-commit.outputs.head_sha }}
         run: |
-          if [ "$(git rev-parse HEAD)" = "${{ steps.record-current-commit.outputs.head_sha }}" ]; then
+          if [ "$(git rev-parse HEAD)" = "$PRE_UPDATE_HEAD_SHA" ]; then
             echo "changed=false" >> "$GITHUB_OUTPUT"
           else
             echo "changed=true" >> "$GITHUB_OUTPUT"
diff --git a/exasol/toolbox/templates/github/workflows/dependency-update.yml b/exasol/toolbox/templates/github/workflows/dependency-update.yml
index f30e2edc1..93447a91c 100644
--- a/exasol/toolbox/templates/github/workflows/dependency-update.yml
+++ b/exasol/toolbox/templates/github/workflows/dependency-update.yml
@@ -67,8 +67,10 @@ jobs:
 
       - name: Check for New Commit
         id: check-for-new-commit
+        env:
+          PRE_UPDATE_HEAD_SHA: ${{ steps.record-current-commit.outputs.head_sha }}
         run: |
-          if [ "$(git rev-parse HEAD)" = "${{ steps.record-current-commit.outputs.head_sha }}" ]; then
+          if [ "$(git rev-parse HEAD)" = "$PRE_UPDATE_HEAD_SHA" ]; then
             echo "changed=false" >> "$GITHUB_OUTPUT"
           else
             echo "changed=true" >> "$GITHUB_OUTPUT"

From 273a896b530fb7898b5a101ad43bb81a7765ff19 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 11:53:11 +0200
Subject: [PATCH 10/21] Fix wip with runner temp directory - can just do cwd as
 github

---
 .github/workflows/dependency-update.yml                       | 4 ++--
 .../toolbox/templates/github/workflows/dependency-update.yml  | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/dependency-update.yml b/.github/workflows/dependency-update.yml
index c3ad116ed..c6ebbe7f6 100644
--- a/.github/workflows/dependency-update.yml
+++ b/.github/workflows/dependency-update.yml
@@ -15,8 +15,6 @@ jobs:
     permissions:
       contents: write
       pull-requests: write
-    env:
-      VULNERABILITIES_UPDATE_REPORT_PATH: ${{ runner.temp }}/vulnerabilities.json
 
     steps:
       - name: Check out Repository
@@ -62,6 +60,8 @@ jobs:
 
       - name: Update Dependencies
         id: update-dependencies
+        env:
+          VULNERABILITIES_UPDATE_REPORT_PATH: vulnerabilities.json
         run: |
           poetry self add poetry-plugin-export
           poetry run -- nox -s vulnerabilities:update
diff --git a/exasol/toolbox/templates/github/workflows/dependency-update.yml b/exasol/toolbox/templates/github/workflows/dependency-update.yml
index 93447a91c..91a6922cc 100644
--- a/exasol/toolbox/templates/github/workflows/dependency-update.yml
+++ b/exasol/toolbox/templates/github/workflows/dependency-update.yml
@@ -14,8 +14,6 @@ jobs:
     permissions:
       contents: write
       pull-requests: write
-    env:
-      VULNERABILITIES_UPDATE_REPORT_PATH: ${{ runner.temp }}/vulnerabilities.json
 
     steps:
       - name: Check out Repository
@@ -61,6 +59,8 @@ jobs:
 
       - name: Update Dependencies
         id: update-dependencies
+        env:
+          VULNERABILITIES_UPDATE_REPORT_PATH: vulnerabilities.json
         run: |
           poetry self add poetry-plugin-export
           poetry run -- nox -s vulnerabilities:update

From ca3eb619bba03a65dbb8adc35d8882e9310a6e00 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 12:07:22 +0200
Subject: [PATCH 11/21] Resolve bandit warning

---
 exasol/toolbox/util/dependencies/update_dependencies.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/exasol/toolbox/util/dependencies/update_dependencies.py b/exasol/toolbox/util/dependencies/update_dependencies.py
index 938e6f337..b2e903c25 100644
--- a/exasol/toolbox/util/dependencies/update_dependencies.py
+++ b/exasol/toolbox/util/dependencies/update_dependencies.py
@@ -29,7 +29,7 @@ def _get_report_json(self) -> str:
         return vulnerabilities.report_json
 
     def _run_poetry_update(self) -> None:
-        subprocess.run(  # nosec: B603 - fixed poetry command is trusted here
+        subprocess.run(  # nosec: B603, B607 - trusted fixed poetry command path
             ["poetry", "update"],
             cwd=self.root_path,
             check=True,

From 17e649c2f2a845576224417c229e20e0a8a5aeab Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 12:10:31 +0200
Subject: [PATCH 12/21] Tighten wording

---
 doc/changes/unreleased.md | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/doc/changes/unreleased.md b/doc/changes/unreleased.md
index 3442e0cee..c1832fb48 100644
--- a/doc/changes/unreleased.md
+++ b/doc/changes/unreleased.md
@@ -3,9 +3,8 @@
 ## Summary
 
 This minor release adds automated vulnerability updates through Nox session
-`vulnerabilities:update` and improves the dependency update workflow
-so it can publish the post-update vulnerability summary. It also includes a few
-workflow-related bug fixes and documentation updates.
+`vulnerabilities:update` and improves the `dependency-update.yml`. It also includes a
+few  workflow-related bug fixes and documentation updates.
 
 ## Bug
 

From 383ccb98741e11f667e0e0838494c235729b710d Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 13:39:56 +0200
Subject: [PATCH 13/21] Update CLI and dependency-update.yml after testing

---
 .github/workflows/dependency-update.yml       |  6 ++----
 exasol/toolbox/nox/_dependencies.py           | 21 ++++++++++++++-----
 .../github/workflows/dependency-update.yml    |  6 ++----
 test/unit/nox/_dependencies_test.py           | 14 +++++++++----
 4 files changed, 30 insertions(+), 17 deletions(-)

diff --git a/.github/workflows/dependency-update.yml b/.github/workflows/dependency-update.yml
index c6ebbe7f6..771519540 100644
--- a/.github/workflows/dependency-update.yml
+++ b/.github/workflows/dependency-update.yml
@@ -60,11 +60,9 @@ jobs:
 
       - name: Update Dependencies
         id: update-dependencies
-        env:
-          VULNERABILITIES_UPDATE_REPORT_PATH: vulnerabilities.json
         run: |
           poetry self add poetry-plugin-export
-          poetry run -- nox -s vulnerabilities:update
+          poetry run -- nox -s vulnerabilities:update -- vulnerabilities.json
 
       - name: Check for New Commit
         id: check-for-new-commit
@@ -91,7 +89,7 @@ jobs:
           GH_TOKEN: ${{ github.token }}
         run: |
           BASE_BRANCH=$(gh repo view --json defaultBranchRef -q .defaultBranchRef.name)
-          DEPENDENCY_UPDATE_REPORT="$(cat "$VULNERABILITIES_UPDATE_REPORT_PATH")"
+          DEPENDENCY_UPDATE_REPORT="$(cat vulnerabilities.json)"
 
           PR_BODY="Automated dependency update for \`poetry.lock\`.
           This PR was created by the workflow \`dependency-update.yml\`
diff --git a/exasol/toolbox/nox/_dependencies.py b/exasol/toolbox/nox/_dependencies.py
index 15a52c51d..4dc81bf12 100644
--- a/exasol/toolbox/nox/_dependencies.py
+++ b/exasol/toolbox/nox/_dependencies.py
@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import argparse
 import json
 from pathlib import Path
 
@@ -50,20 +51,30 @@ def audit(session: Session) -> None:
 @nox.session(name="vulnerabilities:update", python=False)
 def update_vulnerabilities(session: Session) -> None:
     """
-    Update vulnerabilities, and save the JSON of remaining vulnerabilities to
-    `VULNERABILITIES_UPDATE_REPORT_PATH` if it is set in the environment.
+    Update vulnerabilities and optionally save the JSON of remaining vulnerabilities
+    to a file provided on the command line.
     """
+    parser = argparse.ArgumentParser(
+        prog="nox -s vulnerabilities:update",
+        description="Update vulnerable dependencies and optionally write a report file.",
+    )
+    parser.add_argument(
+        "report_path",
+        nargs="?",
+        help="Optional path for the JSON report of remaining vulnerabilities.",
+    )
+    args = parser.parse_args(session.posargs)
+
     try:
         dependency_updater = DependencyUpdater(root_path=PROJECT_CONFIG.root_path)
         report_json = dependency_updater.update_vulnerable_dependencies()
     except PipAuditException as e:
         session.error(e.returncode, e.stdout, e.stderr)
 
-    report_path_str = session.env.get("VULNERABILITIES_UPDATE_REPORT_PATH", None)
-    if report_json is None or report_path_str is None:
+    if report_json is None or args.report_path is None:
         return
 
-    report_path = Path(report_path_str)
+    report_path = Path(args.report_path)
     report_path.parent.mkdir(parents=True, exist_ok=True)
     report_path.write_text(report_json + "\n", encoding="utf-8")
 
diff --git a/exasol/toolbox/templates/github/workflows/dependency-update.yml b/exasol/toolbox/templates/github/workflows/dependency-update.yml
index 91a6922cc..8719d7964 100644
--- a/exasol/toolbox/templates/github/workflows/dependency-update.yml
+++ b/exasol/toolbox/templates/github/workflows/dependency-update.yml
@@ -59,11 +59,9 @@ jobs:
 
       - name: Update Dependencies
         id: update-dependencies
-        env:
-          VULNERABILITIES_UPDATE_REPORT_PATH: vulnerabilities.json
         run: |
           poetry self add poetry-plugin-export
-          poetry run -- nox -s vulnerabilities:update
+          poetry run -- nox -s vulnerabilities:update -- vulnerabilities.json
 
       - name: Check for New Commit
         id: check-for-new-commit
@@ -90,7 +88,7 @@ jobs:
           GH_TOKEN: ${{ github.token }}
         run: |
           BASE_BRANCH=$(gh repo view --json defaultBranchRef -q .defaultBranchRef.name)
-          DEPENDENCY_UPDATE_REPORT="$(cat "$VULNERABILITIES_UPDATE_REPORT_PATH")"
+          DEPENDENCY_UPDATE_REPORT="$(cat vulnerabilities.json)"
 
           PR_BODY="Automated dependency update for \`poetry.lock\`.
           This PR was created by the workflow \`dependency-update.yml\`
diff --git a/test/unit/nox/_dependencies_test.py b/test/unit/nox/_dependencies_test.py
index efb1470eb..34c1cd5a1 100644
--- a/test/unit/nox/_dependencies_test.py
+++ b/test/unit/nox/_dependencies_test.py
@@ -1,5 +1,8 @@
+from pathlib import Path
 from unittest.mock import Mock
 
+import pytest
+
 from exasol.toolbox.nox import _dependencies
 from exasol.toolbox.util.dependencies.audit import Vulnerabilities
 
@@ -20,7 +23,12 @@ def test_audit(monkeypatch, nox_session, sample_vulnerability, capsys):
 
 class TestUpdateVulnerabilities:
     @staticmethod
-    def test_writes_report_when_path_is_set(monkeypatch, nox_session, tmp_path):
+    @pytest.mark.parametrize(
+        "nox_session_runner_posargs", [["vulnerabilities.json"]], indirect=True
+    )
+    def test_writes_report_when_path_is_provided(
+        monkeypatch, nox_session, tmp_path, nox_session_runner_posargs
+    ):
         delegate = Mock(return_value="[]")
         monkeypatch.setattr(
             _dependencies.DependencyUpdater,
@@ -28,7 +36,6 @@ def test_writes_report_when_path_is_set(monkeypatch, nox_session, tmp_path):
             delegate,
         )
         report_path = tmp_path / "vulnerabilities.json"
-        nox_session.env["VULNERABILITIES_UPDATE_REPORT_PATH"] = str(report_path)
 
         _dependencies.update_vulnerabilities(nox_session)
 
@@ -45,9 +52,8 @@ def test_does_not_write_report_when_path_is_unset(
             "update_vulnerable_dependencies",
             delegate,
         )
-
         write_text = Mock()
-        monkeypatch.setattr(tmp_path.__class__, "write_text", write_text, raising=False)
+        monkeypatch.setattr(Path, "write_text", write_text, raising=False)
 
         _dependencies.update_vulnerabilities(nox_session)
 

From 82d2ecda255cd11046b030976c0106f8e94a6b53 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 13:43:23 +0200
Subject: [PATCH 14/21] Apply reviewer fix for whitespace

---
 doc/changes/unreleased.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/changes/unreleased.md b/doc/changes/unreleased.md
index c1832fb48..39fd96704 100644
--- a/doc/changes/unreleased.md
+++ b/doc/changes/unreleased.md
@@ -4,7 +4,7 @@
 
 This minor release adds automated vulnerability updates through Nox session
 `vulnerabilities:update` and improves the `dependency-update.yml`. It also includes a
-few  workflow-related bug fixes and documentation updates.
+few workflow-related bug fixes and documentation updates.
 
 ## Bug
 

From b00995e6e089d4e2b989c53eaab6994f99163c7b Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Mon, 6 Jul 2026 14:23:46 +0200
Subject: [PATCH 15/21] Move print decision to caller

---
 exasol/toolbox/nox/_dependencies.py           | 13 +++++--
 .../util/dependencies/update_dependencies.py  |  9 ++---
 test/unit/nox/_dependencies_test.py           | 36 +++++++++++--------
 .../dependencies/update_dependencies_test.py  |  8 ++---
 4 files changed, 39 insertions(+), 27 deletions(-)

diff --git a/exasol/toolbox/nox/_dependencies.py b/exasol/toolbox/nox/_dependencies.py
index 4dc81bf12..e40472788 100644
--- a/exasol/toolbox/nox/_dependencies.py
+++ b/exasol/toolbox/nox/_dependencies.py
@@ -23,6 +23,14 @@
 from noxconfig import PROJECT_CONFIG
 
 
+def _format_update_vulnerabilities_message(was_updated: bool, report_json: str) -> str:
+    if not was_updated:
+        return "No vulnerable dependencies were found."
+    if report_json == "[]":
+        return "No vulnerable dependencies remain after updating."
+    return report_json
+
+
 @nox.session(name="dependency:licenses", python=False)
 def dependency_licenses(session: Session) -> None:
     """Report licenses for all dependencies."""
@@ -67,11 +75,12 @@ def update_vulnerabilities(session: Session) -> None:
 
     try:
         dependency_updater = DependencyUpdater(root_path=PROJECT_CONFIG.root_path)
-        report_json = dependency_updater.update_vulnerable_dependencies()
+        was_updated, report_json = dependency_updater.update_vulnerable_dependencies()
     except PipAuditException as e:
         session.error(e.returncode, e.stdout, e.stderr)
 
-    if report_json is None or args.report_path is None:
+    if args.report_path is None:
+        print(_format_update_vulnerabilities_message(was_updated, report_json))
         return
 
     report_path = Path(args.report_path)
diff --git a/exasol/toolbox/util/dependencies/update_dependencies.py b/exasol/toolbox/util/dependencies/update_dependencies.py
index b2e903c25..f08e953f1 100644
--- a/exasol/toolbox/util/dependencies/update_dependencies.py
+++ b/exasol/toolbox/util/dependencies/update_dependencies.py
@@ -35,21 +35,18 @@ def _run_poetry_update(self) -> None:
             check=True,
         )
 
-    def update_vulnerable_dependencies(self) -> str | None:
+    def update_vulnerable_dependencies(self) -> tuple[bool, str]:
         """
         Check for vulnerable dependencies, and if present, attempt to update dependencies.
         """
         initial_report = self._get_report_json()
-        print(initial_report)
         if initial_report == "[]":
-            return None
+            return False, initial_report
 
         self._run_poetry_update()
-        post_update_report = self._get_report_json()
-        print(post_update_report)
 
         if Git.has_uncommitted_path_changes((self.poetry_lock_path,)):
             Git.add((self.poetry_lock_path,))
             Git.commit("Updated poetry.lock")
 
-        return post_update_report
+        return True, self._get_report_json()
diff --git a/test/unit/nox/_dependencies_test.py b/test/unit/nox/_dependencies_test.py
index 34c1cd5a1..631da7060 100644
--- a/test/unit/nox/_dependencies_test.py
+++ b/test/unit/nox/_dependencies_test.py
@@ -1,4 +1,3 @@
-from pathlib import Path
 from unittest.mock import Mock
 
 import pytest
@@ -7,6 +6,21 @@
 from exasol.toolbox.util.dependencies.audit import Vulnerabilities
 
 
+@pytest.mark.parametrize(
+    ("was_updated", "report_json", "expected"),
+    [
+        (False, "[]", "No vulnerable dependencies were found."),
+        (True, "[]", "No vulnerable dependencies remain after updating."),
+        (True, '{"a": 1}', '{"a": 1}'),
+    ],
+)
+def test_format_update_vulnerabilities_message(was_updated, report_json, expected):
+    assert (
+        _dependencies._format_update_vulnerabilities_message(was_updated, report_json)
+        == expected
+    )
+
+
 def test_audit(monkeypatch, nox_session, sample_vulnerability, capsys):
     monkeypatch.setattr(
         _dependencies.Vulnerabilities,
@@ -23,19 +37,15 @@ def test_audit(monkeypatch, nox_session, sample_vulnerability, capsys):
 
 class TestUpdateVulnerabilities:
     @staticmethod
-    @pytest.mark.parametrize(
-        "nox_session_runner_posargs", [["vulnerabilities.json"]], indirect=True
-    )
-    def test_writes_report_when_path_is_provided(
-        monkeypatch, nox_session, tmp_path, nox_session_runner_posargs
-    ):
-        delegate = Mock(return_value="[]")
+    def test_writes_report_when_path_is_provided(monkeypatch, nox_session, tmp_path):
+        delegate = Mock(return_value=(True, "[]"))
         monkeypatch.setattr(
             _dependencies.DependencyUpdater,
             "update_vulnerable_dependencies",
             delegate,
         )
         report_path = tmp_path / "vulnerabilities.json"
+        nox_session._runner.posargs = [str(report_path)]
 
         _dependencies.update_vulnerabilities(nox_session)
 
@@ -43,19 +53,15 @@ def test_writes_report_when_path_is_provided(
         assert report_path.read_text() == "[]\n"
 
     @staticmethod
-    def test_does_not_write_report_when_path_is_unset(
-        monkeypatch, nox_session, tmp_path
-    ):
-        delegate = Mock(return_value="[]")
+    def test_does_not_write_report_when_path_is_unset(monkeypatch, nox_session, capsys):
+        delegate = Mock(return_value=(False, "[]"))
         monkeypatch.setattr(
             _dependencies.DependencyUpdater,
             "update_vulnerable_dependencies",
             delegate,
         )
-        write_text = Mock()
-        monkeypatch.setattr(Path, "write_text", write_text, raising=False)
 
         _dependencies.update_vulnerabilities(nox_session)
 
         assert delegate.call_count == 1
-        write_text.assert_not_called()
+        assert capsys.readouterr().out == "No vulnerable dependencies were found.\n"
diff --git a/test/unit/util/dependencies/update_dependencies_test.py b/test/unit/util/dependencies/update_dependencies_test.py
index b5e5c0ed1..f26d69626 100644
--- a/test/unit/util/dependencies/update_dependencies_test.py
+++ b/test/unit/util/dependencies/update_dependencies_test.py
@@ -44,9 +44,9 @@ def test_when_no_vulnerabilities_exits_early(
         updater = update_dependencies.DependencyUpdater(root_path=tmp_path)
         result = updater.update_vulnerable_dependencies()
 
-        assert capsys.readouterr().out == "[]\n"
+        assert capsys.readouterr().out == ""
         mock_subprocess_run.assert_not_called()
-        assert result is None
+        assert result == (False, "[]")
 
     @staticmethod
     def test_when_poetry_lock_is_not_updated(
@@ -71,7 +71,7 @@ def test_when_poetry_lock_is_not_updated(
         )
         update_dependencies.Git.add.assert_not_called()
         update_dependencies.Git.commit.assert_not_called()
-        assert result == sample_vulnerability.report_json
+        assert result == (True, sample_vulnerability.report_json)
 
     @staticmethod
     def test_when_poetry_lock_is_updated(
@@ -97,4 +97,4 @@ def test_when_poetry_lock_is_updated(
         ]
         update_dependencies.Git.add.assert_called_once_with((updater.poetry_lock_path,))
         update_dependencies.Git.commit.assert_called_once_with("Updated poetry.lock")
-        assert result == "[]"
+        assert result == (True, "[]")

From 3af800eb1b38c36625342f30e84a725164c5bed2 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 7 Jul 2026 09:21:46 +0200
Subject: [PATCH 16/21] Remove task - as CI has workflow:check

---
 .github/workflows/dependency-update.yml                        | 3 ---
 .../toolbox/templates/github/workflows/dependency-update.yml   | 3 ---
 2 files changed, 6 deletions(-)

diff --git a/.github/workflows/dependency-update.yml b/.github/workflows/dependency-update.yml
index 771519540..319cb91e6 100644
--- a/.github/workflows/dependency-update.yml
+++ b/.github/workflows/dependency-update.yml
@@ -98,9 +98,6 @@ jobs:
           \`\`\`json
           ${DEPENDENCY_UPDATE_REPORT}
           \`\`\`
-
-          Please perform the following actions on a locally checked out branch:
-          - [ ] Execute \`poetry run -- nox -s workflow:generate -- all\`
           "
 
           PR_URL=$(gh pr create \
diff --git a/exasol/toolbox/templates/github/workflows/dependency-update.yml b/exasol/toolbox/templates/github/workflows/dependency-update.yml
index 8719d7964..deef1548f 100644
--- a/exasol/toolbox/templates/github/workflows/dependency-update.yml
+++ b/exasol/toolbox/templates/github/workflows/dependency-update.yml
@@ -97,9 +97,6 @@ jobs:
           \`\`\`json
           ${DEPENDENCY_UPDATE_REPORT}
           \`\`\`
-
-          Please perform the following actions on a locally checked out branch:
-          - [ ] Execute \`poetry run -- nox -s workflow:generate -- all\`
           "
 
           PR_URL=$(gh pr create \

From 6becaa02d731acba6b60919133aaed979d981812 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 7 Jul 2026 09:34:15 +0200
Subject: [PATCH 17/21] Ensure created file is in the root_path to prevent
 other files from being modified

---
 exasol/toolbox/nox/_dependencies.py | 11 +++++----
 exasol/toolbox/nox/_shared.py       | 16 +++++++++++++
 test/unit/nox/_dependencies_test.py | 13 ++++++++---
 test/unit/nox/_shared_test.py       | 36 +++++++++++++++++++++++++++++
 4 files changed, 69 insertions(+), 7 deletions(-)

diff --git a/exasol/toolbox/nox/_dependencies.py b/exasol/toolbox/nox/_dependencies.py
index e40472788..8948814c1 100644
--- a/exasol/toolbox/nox/_dependencies.py
+++ b/exasol/toolbox/nox/_dependencies.py
@@ -7,6 +7,7 @@
 import nox
 from nox import Session
 
+from exasol.toolbox.nox._shared import validate_path_within_root
 from exasol.toolbox.util.dependencies.audit import (
     PipAuditException,
     Vulnerabilities,
@@ -67,9 +68,9 @@ def update_vulnerabilities(session: Session) -> None:
         description="Update vulnerable dependencies and optionally write a report file.",
     )
     parser.add_argument(
-        "report_path",
+        "report_filename",
         nargs="?",
-        help="Optional path for the JSON report of remaining vulnerabilities.",
+        help="Optional filename for the JSON report of remaining vulnerabilities.",
     )
     args = parser.parse_args(session.posargs)
 
@@ -79,11 +80,13 @@ def update_vulnerabilities(session: Session) -> None:
     except PipAuditException as e:
         session.error(e.returncode, e.stdout, e.stderr)
 
-    if args.report_path is None:
+    if args.report_filename is None:
         print(_format_update_vulnerabilities_message(was_updated, report_json))
         return
 
-    report_path = Path(args.report_path)
+    report_path = validate_path_within_root(
+        PROJECT_CONFIG.root_path / args.report_filename
+    )
     report_path.parent.mkdir(parents=True, exist_ok=True)
     report_path.write_text(report_json + "\n", encoding="utf-8")
 
diff --git a/exasol/toolbox/nox/_shared.py b/exasol/toolbox/nox/_shared.py
index 7b3319a07..c897e990d 100644
--- a/exasol/toolbox/nox/_shared.py
+++ b/exasol/toolbox/nox/_shared.py
@@ -39,6 +39,22 @@ def exclude(path: Path):
     return [f"{path}" for path in files if not exclude(path)]
 
 
+def validate_path_within_root(path: Path) -> Path:
+    """
+    Resolve a path and ensure its parent directory stays inside the project root.
+    """
+    resolved_path = path.resolve(strict=False)
+    resolved_root = PROJECT_CONFIG.root_path.resolve(strict=False)
+
+    if not resolved_path.parent.is_relative_to(resolved_root):
+        raise ValueError(
+            f"path must be located inside the project root: {resolved_root}. "
+            f"Got: {resolved_path}"
+        )
+
+    return resolved_path
+
+
 def _context_parser() -> argparse.ArgumentParser:
     parser = argparse.ArgumentParser(
         formatter_class=argparse.ArgumentDefaultsHelpFormatter
diff --git a/test/unit/nox/_dependencies_test.py b/test/unit/nox/_dependencies_test.py
index 631da7060..2980902d4 100644
--- a/test/unit/nox/_dependencies_test.py
+++ b/test/unit/nox/_dependencies_test.py
@@ -3,6 +3,7 @@
 import pytest
 
 from exasol.toolbox.nox import _dependencies
+from exasol.toolbox.nox import _shared as nox_shared
 from exasol.toolbox.util.dependencies.audit import Vulnerabilities
 
 
@@ -37,16 +38,22 @@ def test_audit(monkeypatch, nox_session, sample_vulnerability, capsys):
 
 class TestUpdateVulnerabilities:
     @staticmethod
-    def test_writes_report_when_path_is_provided(monkeypatch, nox_session, tmp_path):
+    def test_writes_report_when_path_is_provided(
+        monkeypatch, nox_session, tmp_path, test_project_config_factory
+    ):
         delegate = Mock(return_value=(True, "[]"))
+        project_config = test_project_config_factory()
         monkeypatch.setattr(
             _dependencies.DependencyUpdater,
             "update_vulnerable_dependencies",
             delegate,
         )
-        report_path = tmp_path / "vulnerabilities.json"
-        nox_session._runner.posargs = [str(report_path)]
+        report_filename = "vulnerabilities.json"
+        report_path = tmp_path / report_filename
+        nox_session._runner.posargs = [report_filename]
 
+        monkeypatch.setattr(_dependencies, "PROJECT_CONFIG", project_config)
+        monkeypatch.setattr(nox_shared, "PROJECT_CONFIG", project_config)
         _dependencies.update_vulnerabilities(nox_session)
 
         assert delegate.call_count == 1
diff --git a/test/unit/nox/_shared_test.py b/test/unit/nox/_shared_test.py
index 55083fc6d..fe1c17faa 100644
--- a/test/unit/nox/_shared_test.py
+++ b/test/unit/nox/_shared_test.py
@@ -7,6 +7,7 @@
     _integration_test_context,
     _unit_test_context,
     get_filtered_python_files,
+    validate_path_within_root,
 )
 
 
@@ -125,3 +126,38 @@ def test_integration_test_context_uses_minimum_exasol_version(
 
     assert context["coverage"] is False
     assert context["db_version"] == "8.29.13"
+
+
+class TestValidatePathWithinRoot:
+    @staticmethod
+    @pytest.mark.parametrize(
+        "candidate_path",
+        [
+            Path("reports/vulnerabilities.json"),
+            Path("reports/subdir/output.json"),
+        ],
+    )
+    def test_accepts_paths_inside_root(test_project_config_factory, candidate_path):
+        config = test_project_config_factory()
+
+        with patch("exasol.toolbox.nox._shared.PROJECT_CONFIG", config):
+            actual = validate_path_within_root(config.root_path / candidate_path)
+
+        assert actual == (config.root_path / candidate_path).resolve(strict=False)
+
+    @staticmethod
+    @pytest.mark.parametrize(
+        "candidate_path",
+        [
+            Path("../vulnerabilities.json"),
+            Path(".."),
+        ],
+    )
+    def test_rejects_paths_outside_root(test_project_config_factory, candidate_path):
+        config = test_project_config_factory()
+
+        with patch("exasol.toolbox.nox._shared.PROJECT_CONFIG", config):
+            with pytest.raises(
+                ValueError, match="path must be located inside the project root"
+            ):
+                validate_path_within_root(config.root_path / candidate_path)

From 7a9813de9915e86ccfa80e51242751cacd5d5579 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 7 Jul 2026 09:38:24 +0200
Subject: [PATCH 18/21] Remove branch guard

---
 .github/workflows/dependency-update.yml | 9 ---------
 1 file changed, 9 deletions(-)

diff --git a/.github/workflows/dependency-update.yml b/.github/workflows/dependency-update.yml
index 319cb91e6..734ac9848 100644
--- a/.github/workflows/dependency-update.yml
+++ b/.github/workflows/dependency-update.yml
@@ -24,15 +24,6 @@ jobs:
           persist-credentials: true
           fetch-depth: 0
 
-      - name: Fail if not running on the default branch
-        id: check-branch
-        if: github.ref != format('refs/heads/{0}', github.event.repository.default_branch)
-        env:
-          CURRENT_BRANCH: ${{ github.ref }}
-        run: |
-          echo "Not running on the default branch. Current ref is: $CURRENT_BRANCH"
-          exit 1
-
       - name: Set up Python & Poetry Environment
         id: set-up-python-and-poetry-environment
         uses: exasol/python-toolbox/.github/actions/python-environment@v10

From e80e19e0744c33335830ef612ac412d30a67fd05 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 7 Jul 2026 09:39:42 +0200
Subject: [PATCH 19/21] Update dependencies

---
 poetry.lock | 653 +++++++++++++++++++++++++---------------------------
 1 file changed, 316 insertions(+), 337 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6e4473cbf..40935cd30 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -450,97 +450,113 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "2.0.0"
+version = "2.1.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"linux\" and platform_python_implementation != \"PyPy\""
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 ]
 
 [package.dependencies]
@@ -560,141 +576,117 @@ files = [
 
 [[package]]
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
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+    {file = "grimp-3.15-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:0012653561d80b4e4972ac246deb569051a1fbf3880d620a9475e7159722bbab"},
+    {file = "grimp-3.15-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:e438ae00dfd554c6262e92c945ec233c5e311cc99fdb0d602c6063b4f5fc3d9c"},
+    {file = "grimp-3.15.tar.gz", hash = "sha256:91b57d4d801dc107ebfb5a7040d4777a152c579b5dc202426e1185e50931fe1e"},
 ]
 
-[package.dependencies]
-typing-extensions = ">=3.10.0.0"
-
 [[package]]
 name = "html5lib"
 version = "1.1"
@@ -1347,14 +1326,14 @@ files = [
 
 [[package]]
 name = "import-linter"
-version = "2.12"
+version = "2.13"
 description = "Lint your Python architecture"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "import_linter-2.12-py3-none-any.whl", hash = "sha256:b346eeb30cabd5b0630773d42cca4eac8dd459ac5d507ac2ecadc3f99462f231"},
-    {file = "import_linter-2.12.tar.gz", hash = "sha256:217f0f0f0890b8625389765039d52c215f4c6d4a047f42ea78b6d00ceba1900e"},
+    {file = "import_linter-2.13-py3-none-any.whl", hash = "sha256:c0372e7ee5e15657bc06a8e841445e13237afd738a672d26863dc927af9f0bf5"},
+    {file = "import_linter-2.13.tar.gz", hash = "sha256:13af4a1d6b06044c58ea784e8732fd7fe48eec821a75feb4d6a1a2de36dd5c27"},
 ]
 
 [package.dependencies]
@@ -2739,14 +2718,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-discovery"
-version = "1.4.2"
+version = "1.4.3"
 description = "Python interpreter discovery"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "python_discovery-1.4.2-py3-none-any.whl", hash = "sha256:475803f53b7b2ed6e490e27373f9d8340f7d2eebf9acdaf645d7d714c97bb500"},
-    {file = "python_discovery-1.4.2.tar.gz", hash = "sha256:8f3746c4b4968d22afbb97d36e1a0e5b66e6c0f297290f2e95f05b9b8bf18690"},
+    {file = "python_discovery-1.4.3-py3-none-any.whl", hash = "sha256:b6e1e4a7d9e3f6948c39746ffe8218225162d738ba39d05ab1d2f6c1cac4878c"},
+    {file = "python_discovery-1.4.3.tar.gz", hash = "sha256:ad57d7045a862460d4a235986c33f13ed707d3aeb9153fa47eb7dfd0d4673289"},
 ]
 
 [package.dependencies]
@@ -3991,14 +3970,14 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "virtualenv"
-version = "21.5.1"
+version = "21.6.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "virtualenv-21.5.1-py3-none-any.whl", hash = "sha256:55aa670b67bbfb991b03fda39bd3276d92c419d702376e98c5df1c9989a26783"},
-    {file = "virtualenv-21.5.1.tar.gz", hash = "sha256:dca3bf98275a59c652b69d68e73433e597d977c2da9198882479d1a7188009c8"},
+    {file = "virtualenv-21.6.0-py3-none-any.whl", hash = "sha256:bce9d097950fef9d81129b333babfb7767072850c2f1acce0ec536708401bfd1"},
+    {file = "virtualenv-21.6.0.tar.gz", hash = "sha256:e18a4d750f2b64dea73e72ffde3922f3c52365fabdc8157ebd3da20d031c4734"},
 ]
 
 [package.dependencies]

From d9788f3d8326bb69add2c38daac3bb66828582a2 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 7 Jul 2026 09:40:03 +0200
Subject: [PATCH 20/21] Add vulnerabilitiy it cannot resolve

---
 poetry.lock    | 14 +++++++-------
 pyproject.toml |  2 +-
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 40935cd30..140dd02ec 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2679,21 +2679,21 @@ tomli = ">=2.0,<3"
 
 [[package]]
 name = "pytest"
-version = "9.1.1"
+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.10"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
-    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
-iniconfig = ">=1.0.1"
-packaging = ">=22"
+iniconfig = ">=1"
+packaging = ">=20"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
@@ -4068,4 +4068,4 @@ files = [
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<4.0"
-content-hash = "a0c2776376a043679e656b301d640e4b13835be4910ee122da54fd8ef37ed85f"
+content-hash = "d5b9f6c384f458a52c76f52f52bebe200e6220ddcb7356e7d1eb6fe8022f5162"
diff --git a/pyproject.toml b/pyproject.toml
index 88f120e1d..5e597ce38 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ dependencies = [
     "pydantic>=2.11.5,<3",
     "pylint>=2.15.4",
     "pysonar>=1.0.1.1548,<2",
-    "pytest>=7.2.2,<10",
+    "pytest>=7.2.2,<9",
     "pyupgrade>=2.38.2,<4.0.0",
     "ruamel-yaml (>=0.18.0,<=0.18.16)",
     "ruff>=0.14.5,<0.15",

From 6f3b185a960c219a857221b4205d2a822e85ea5e Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 7 Jul 2026 09:40:44 +0200
Subject: [PATCH 21/21] Ensure can resolve vulnerability

---
 poetry.lock    | 2 +-
 pyproject.toml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 140dd02ec..7855e98e5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4068,4 +4068,4 @@ files = [
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<4.0"
-content-hash = "d5b9f6c384f458a52c76f52f52bebe200e6220ddcb7356e7d1eb6fe8022f5162"
+content-hash = "a0c2776376a043679e656b301d640e4b13835be4910ee122da54fd8ef37ed85f"
diff --git a/pyproject.toml b/pyproject.toml
index 5e597ce38..88f120e1d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ dependencies = [
     "pydantic>=2.11.5,<3",
     "pylint>=2.15.4",
     "pysonar>=1.0.1.1548,<2",
-    "pytest>=7.2.2,<9",
+    "pytest>=7.2.2,<10",
     "pyupgrade>=2.38.2,<4.0.0",
     "ruamel-yaml (>=0.18.0,<=0.18.16)",
     "ruff>=0.14.5,<0.15",