diff --git a/.github/ISSUE_TEMPLATE/enhancement.md b/.github/ISSUE_TEMPLATE/enhancement.md
index 6409c05..fae01a2 100644
--- a/.github/ISSUE_TEMPLATE/enhancement.md
+++ b/.github/ISSUE_TEMPLATE/enhancement.md
@@ -8,7 +8,7 @@ ______________________________________________________________________
 #### Is your feature request related to a problem?
 
 Provide a description of what the problem is, e.g. "I wish I could use pytask-latex to
-do \[...\]".
+do [...]".
 
 #### Describe the solution you'd like
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e423e8e..c78a042 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
 -   repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v5.0.0
     hooks:
     -   id: check-added-large-files
         args: ['--maxkb=100']
@@ -26,16 +26,16 @@ repos:
     -   id: python-use-type-annotations
     -   id: text-unicode-replacement-char
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.4.1
+    rev: v0.11.11
     hooks:
       - id: ruff
       - id: ruff-format
 -   repo: https://github.com/dosisod/refurb
-    rev: v2.0.0
+    rev: v2.1.0
     hooks:
     -   id: refurb
 -   repo: https://github.com/executablebooks/mdformat
-    rev: 0.7.17
+    rev: 0.7.22
     hooks:
     -   id: mdformat
         additional_dependencies: [
@@ -44,7 +44,7 @@ repos:
         ]
         args: [--wrap, "88"]
 - repo: https://github.com/codespell-project/codespell
-  rev: v2.2.6
+  rev: v2.4.1
   hooks:
     - id: codespell
       args: [-L als, -L falsy]
diff --git a/src/pytask_latex/collect.py b/src/pytask_latex/collect.py
index 5eaf57f..95d76ec 100644
--- a/src/pytask_latex/collect.py
+++ b/src/pytask_latex/collect.py
@@ -219,10 +219,10 @@ def pytask_collect_task(
 def pytask_collect_modify_tasks(session: Session, tasks: list[PTask]) -> None:
     """Add dependencies from from LaTeX documents to tasks."""
     if session.config["infer_latex_dependencies"]:
-        all_products = {
+        all_products = {  # type: ignore[var-annotated]
             product.path
             for task in tasks
-            for product in tree_leaves(task.produces)
+            for product in tree_leaves(task.produces)  # type: ignore[arg-type]
             if isinstance(product, PPathNode)
         }
         latex_tasks = [task for task in tasks if has_mark(task, "latex")]
@@ -255,7 +255,7 @@ def _add_latex_dependencies_retroactively(
     # Scan the LaTeX document for included files.
     try:
         scanned_deps = set(
-            lds.scan(task.depends_on["_path_to_tex"].path)  # type: ignore[attr-defined]
+            lds.scan(task.depends_on["_path_to_tex"].path)  # type: ignore[arg-type]
         )
     except Exception:  # noqa: BLE001
         warnings.warn(
@@ -265,8 +265,10 @@ def _add_latex_dependencies_retroactively(
 
     # Remove duplicated dependencies which have already been added by the user and those
     # which do not exist.
-    task_deps = {
-        i.path for i in tree_leaves(task.depends_on) if isinstance(i, PPathNode)
+    task_deps = {  # type: ignore[var-annotated]
+        i.path
+        for i in tree_leaves(task.depends_on)  # type: ignore[arg-type]
+        if isinstance(i, PPathNode)
     }
     additional_deps = scanned_deps - task_deps
     new_deps = [i for i in additional_deps if i in all_products or i.exists()]
@@ -287,9 +289,9 @@ def _add_latex_dependencies_retroactively(
                 task_name=task.name,
             ),
         ),
-        new_deps,
+        new_deps,  # type: ignore[arg-type]
     )
-    task.depends_on["_scanned_dependencies"] = collected_dependencies
+    task.depends_on["_scanned_dependencies"] = collected_dependencies  # type: ignore[assignment]
 
     # Mark the task as being delayed to avoid conflicts with unmatched dependencies.
     task.markers.append(Mark("try_last", (), {}))
diff --git a/tests/conftest.py b/tests/conftest.py
index 195e3c0..c7c1474 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -85,6 +85,6 @@ def invoke(self, *args, **kwargs):
             return super().invoke(*args, **kwargs)
 
 
-@pytest.fixture()
+@pytest.fixture
 def runner():
     return CustomCliRunner()
diff --git a/tests/test_collect.py b/tests/test_collect.py
index 536f2ba..58fca5d 100644
--- a/tests/test_collect.py
+++ b/tests/test_collect.py
@@ -3,10 +3,11 @@
 from contextlib import ExitStack as does_not_raise  # noqa: N813
 
 import pytest
+
 from pytask_latex.collect import latex
 
 
-@pytest.mark.unit()
+@pytest.mark.unit
 @pytest.mark.parametrize(
     ("kwargs", "expectation", "expected"),
     [
diff --git a/tests/test_config.py b/tests/test_config.py
index 423359c..f500c04 100644
--- a/tests/test_config.py
+++ b/tests/test_config.py
@@ -4,7 +4,7 @@
 from pytask import build
 
 
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_marker_is_configured(tmp_path):
     session = build(paths=tmp_path)
     assert "latex" in session.config["markers"]
diff --git a/tests/test_execute.py b/tests/test_execute.py
index 8244cef..fe7a16e 100644
--- a/tests/test_execute.py
+++ b/tests/test_execute.py
@@ -9,14 +9,14 @@
 from pytask import Task
 from pytask import build
 from pytask import cli
-from pytask_latex.execute import pytask_execute_task_setup
 
+from pytask_latex.execute import pytask_execute_task_setup
 from tests.conftest import TEST_RESOURCES
 from tests.conftest import needs_latexmk
 from tests.conftest import skip_on_github_actions_with_win
 
 
-@pytest.mark.unit()
+@pytest.mark.unit
 def test_pytask_execute_task_setup(monkeypatch):
     """Make sure that the task setup raises errors."""
     # Act like latexmk is installed since we do not test this.
@@ -33,7 +33,7 @@ def test_pytask_execute_task_setup(monkeypatch):
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document(runner, tmp_path):
     """Test simple compilation."""
     task_source = """
@@ -59,7 +59,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_w_relative(runner, tmp_path):
     """Test simple compilation."""
     task_source = f"""
@@ -91,7 +91,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_to_different_name(runner, tmp_path):
     """Compile a LaTeX document where source and output name differ."""
     task_source = """
@@ -118,7 +118,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_w_bibliography(runner, tmp_path):
     """Compile a LaTeX document with bibliography."""
     task_source = """
@@ -158,7 +158,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_raise_error_if_latexmk_is_not_found(tmp_path, monkeypatch):
     task_source = """
     from pytask import mark
@@ -192,7 +192,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_w_xelatex(runner, tmp_path):
     task_source = """
     from pytask import mark
@@ -227,7 +227,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_w_two_dependencies(runner, tmp_path):
     task_source = """
     from pytask import mark
@@ -255,7 +255,7 @@ def task_compile_document(path: Path = Path("in.txt")):
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_fail_because_script_is_not_latex(tmp_path):
     task_source = """
     from pytask import mark
@@ -283,7 +283,7 @@ def task_compile_document(path: Path = Path("in.txt")):
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_document_to_out_if_document_has_relative_resources(tmp_path):
     """Test that motivates the ``"--cd"`` flag.
 
@@ -326,7 +326,7 @@ def task_compile_document(path: Path = Path("resources/content.tex")):
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_document_w_wrong_flag(tmp_path):
     """Test that wrong flags raise errors."""
     tmp_path.joinpath("sub").mkdir(parents=True)
@@ -361,7 +361,7 @@ def task_compile_document():
 
 
 @needs_latexmk
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_document_w_image(runner, tmp_path):
     task_source = f"""
     from pytask import Product
@@ -397,7 +397,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_w_multiple_marks(runner, tmp_path):
     """Test simple compilation."""
     task_source = """
@@ -425,7 +425,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_with_wrong_extension(runner, tmp_path):
     """Test simple compilation."""
     task_source = """
@@ -452,7 +452,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_w_bibliography_and_keep_bbl(runner, tmp_path):
     """Compile a LaTeX document with bibliography."""
     task_source = """
@@ -496,7 +496,7 @@ def task_compile_document(
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 @pytest.mark.parametrize(
     ("step", "message"),
     [
@@ -536,7 +536,7 @@ def task_compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_compile_latex_document_with_task_decorator(runner, tmp_path):
     """Test simple compilation."""
     task_source = """
@@ -563,7 +563,7 @@ def compile_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_use_task_without_path(tmp_path):
     task_source = """
     import pytask
@@ -591,7 +591,7 @@ def test_use_task_without_path(tmp_path):
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_collect_latex_document_with_product_from_another_task(runner, tmp_path):
     """Test simple compilation."""
     task_source = """
diff --git a/tests/test_latex_dependency_scanner.py b/tests/test_latex_dependency_scanner.py
index 84dd217..493aa89 100644
--- a/tests/test_latex_dependency_scanner.py
+++ b/tests/test_latex_dependency_scanner.py
@@ -12,7 +12,7 @@
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 @pytest.mark.parametrize("infer_dependencies", ["true", "false"])
 def test_infer_dependencies_from_task(tmp_path, infer_dependencies):
     task_source = """
diff --git a/tests/test_parallel.py b/tests/test_parallel.py
index c37735f..ec94c6b 100644
--- a/tests/test_parallel.py
+++ b/tests/test_parallel.py
@@ -32,7 +32,7 @@
 @xfail_on_remote
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_parallel_parametrization_over_source_files_w_loop(runner, tmp_path):
     source = """
     from pytask import mark, task
@@ -68,7 +68,7 @@ def task_compile_latex_document():
 @xfail_on_remote
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_parallel_parametrization_over_source_file_w_loop(runner, tmp_path):
     source = """
     from pytask import mark, task
diff --git a/tests/test_parametrize.py b/tests/test_parametrize.py
index 09a611b..4965c1c 100644
--- a/tests/test_parametrize.py
+++ b/tests/test_parametrize.py
@@ -12,7 +12,7 @@
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_parametrized_compilation_of_latex_documents_w_loop(tmp_path):
     source = """
     from pytask import mark, task
@@ -48,7 +48,7 @@ def task_compile_latex_document():
 
 @needs_latexmk
 @skip_on_github_actions_with_win
-@pytest.mark.end_to_end()
+@pytest.mark.end_to_end
 def test_parametrizing_latex_options_w_loop(tmp_path):
     source = """
     from pytask import mark, task