diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 00000000..f807625d
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,14 @@
+root = true
+
+[*]
+charset = utf-8
+end_of_line = lf
+insert_final_newline = true
+trim_trailing_whitespace = true
+
+[*.{json,txt,toml}]
+indent_style = space
+indent_size = 2
+
+[*.{md,markdown}]
+trim_trailing_whitespace = false
diff --git a/.gitattributes b/.gitattributes
index f951c57d..7ce9c6ee 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -4,6 +4,7 @@
 # These files are always considered text and should use LF.
 # See core.whitespace @ https://git-scm.com/docs/git-config for whitespace flags.
 *.py    text eol=lf whitespace=blank-at-eol,space-before-tab,tab-in-indent,tabwidth=4 diff=python
+*.json  text eol=lf whitespace=blank-at-eol,space-before-tab,tab-in-indent,tabwidth=2
 *.sh    text eol=lf whitespace=blank-at-eol diff=bash
 *.md    text eol=lf whitespace=blank-at-eol diff=markdown
 *.rst   text eol=lf whitespace=blank-at-eol
diff --git a/.github/workflows/_static-analysis.yml b/.github/workflows/_static-analysis.yml
index fd49edea..b5b2df6c 100644
--- a/.github/workflows/_static-analysis.yml
+++ b/.github/workflows/_static-analysis.yml
@@ -15,6 +15,14 @@ jobs:
         python-version: ["3.12"]
     steps:
     - uses: actions/checkout@v7
+      with:
+        fetch-depth: 0
+
+    - name: Run Betterleaks
+      uses: dortort/betterleaks-action@v0.1.0
+      with:
+        version: "v1.9.0"
+        github-token: ${{ secrets.GITHUB_TOKEN }}
 
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v7
@@ -33,21 +41,17 @@ jobs:
       run: |
         python -m pip install pip
         pip install pylic~=3.6.1
-        pip install -e '.'
+        pip install -e '.[lint]'
 
     - name: License check
       run: |
         pylic check --allow-extra-safe-licenses
 
-    - name: Install lint dependencies
-      run: |
-        pip install -e '.[lint]'
-
     - name: Cache pre-commit
       uses: actions/cache@v6
       with:
-        path: ~/.cache/pre-commit
-        key: ${{ runner.os }}-prec-${{ hashFiles('.pre-commit-config.yaml') }}
+        path: ~/.cache/prek
+        key: ${{ runner.os }}-prec-${{ hashFiles('prek.toml') }}
         restore-keys: |
           ${{ runner.os }}-prec-
 
@@ -55,4 +59,4 @@ jobs:
       env:
         SKIP: sphinx-html,sphinx-linkcheck
       run: |
-        pre-commit run --all-files
+        prek run --all-files
diff --git a/.github/workflows/_test-integrations.yml b/.github/workflows/_test-integrations.yml
index 68ec9bc2..75985619 100644
--- a/.github/workflows/_test-integrations.yml
+++ b/.github/workflows/_test-integrations.yml
@@ -100,7 +100,7 @@ jobs:
 
     - name: Install dependencies
       run: |
-        pip install toml
+        pip install 'tomli~=2.4.1' 'tomli-w~=1.2.0'
         python scripts/generate_lite_toml.py
         mv -f pyproject-lite.toml pyproject.toml
         pip install -e '.[test]'
diff --git a/.github/workflows/_test-units.yml b/.github/workflows/_test-units.yml
index 770f17e0..5d7972ed 100644
--- a/.github/workflows/_test-units.yml
+++ b/.github/workflows/_test-units.yml
@@ -81,11 +81,12 @@ jobs:
 
     - name: Install dependencies
       run: |
-        pip install toml
+        pip install 'tomli~=2.4.1' 'tomli-w~=1.2.0'
         python scripts/generate_lite_toml.py
         mv -f pyproject-lite.toml pyproject.toml
         pip install -e '.[test]'
       shell: bash
+
     - name: Unit testing with pytest
       run: |
         pytest
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
deleted file mode 100644
index da826bd5..00000000
--- a/.pre-commit-config.yaml
+++ /dev/null
@@ -1,61 +0,0 @@
-repos:
-  - repo: https://github.com/charliermarsh/ruff-pre-commit
-    rev: v0.15.22
-    hooks:
-      - id: ruff-check
-        args: [ --fix, --exit-non-zero-on-fix]
-      - id: ruff-format
-
-  - repo: https://github.com/betterleaks/betterleaks
-    rev: v1.6.1
-    hooks:
-      - id: betterleaks
-
-  - repo: https://github.com/PyCQA/pylint
-    rev: v4.0.6
-    hooks:
-      - id: pylint
-        name: pylint
-        entry: pylint
-        language: system
-        types: [python]
-        args: [
-          "-j2"
-        ]
-  - repo: https://github.com/pypa/pip-audit
-    rev: v2.10.1
-    hooks:
-      - id: pip-audit
-        args: ["."]
-        files: ^(requirements.*\.txt|setup\.cfg|setup\.py|pyproject\.toml)$
-        stages: [pre-push]
-
-  - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v2.3.0
-    hooks:
-      - id: mypy
-        args: []
-        exclude: "tests/|examples/|docs/"
-        additional_dependencies:
-          - httpx
-          - types-setuptools
-          - importlib-metadata
-          - types-Pillow
-          - types-toml
-  - repo: local
-    hooks:
-      - id: sphinx-html
-        name: Sphinx HTML build
-        entry: make -C docs html
-        language: system
-        pass_filenames: false
-        files: ^docs/.*$|^mindee/.*\.py$
-        stages: [pre-push]
-
-      - id: sphinx-linkcheck
-        name: Sphinx Linkcheck
-        entry: make -C docs linkcheck
-        language: system
-        pass_filenames: false
-        files: ^docs/.*$|^mindee/.*\.py$
-        stages: [pre-push]
diff --git a/mindee/v2/__init__.py b/mindee/v2/__init__.py
index 0dc220c7..c36e8245 100644
--- a/mindee/v2/__init__.py
+++ b/mindee/v2/__init__.py
@@ -34,7 +34,6 @@
     "SplitParameters",
     "SplitResponse",
     "extract_multiple_crops",
-    "extract_multiple_crops",
     "extract_multiple_splits",
     "extract_single_crop",
 ]
diff --git a/mindee/v2/file_operations/__init__.py b/mindee/v2/file_operations/__init__.py
index 3553e6d7..72961ff8 100644
--- a/mindee/v2/file_operations/__init__.py
+++ b/mindee/v2/file_operations/__init__.py
@@ -5,7 +5,6 @@
 from mindee.v2.file_operations.split import extract_multiple_splits
 
 __all__ = [
-    "extract_multiple_crops",
     "extract_multiple_crops",
     "extract_multiple_splits",
     "extract_single_crop",
diff --git a/mindee/v2/product/crop/__init__.py b/mindee/v2/product/crop/__init__.py
index 39a3ea20..99970c60 100644
--- a/mindee/v2/product/crop/__init__.py
+++ b/mindee/v2/product/crop/__init__.py
@@ -7,7 +7,6 @@
 __all__ = [
     "CropInference",
     "CropItem",
-    "CropItem",
     "CropParameters",
     "CropResponse",
     "CropResult",
diff --git a/prek.toml b/prek.toml
new file mode 100644
index 00000000..55914957
--- /dev/null
+++ b/prek.toml
@@ -0,0 +1,92 @@
+# Configuration file for `prek`, a git hook framework written in Rust.
+# See https://prek.j178.dev for more information.
+#:schema https://www.schemastore.org/prek.json
+
+[[repos]]
+repo = "https://github.com/astral-sh/ruff-pre-commit"
+rev = "v0.16.9"
+hooks = [
+  {
+    id = "ruff-check",
+    args = [
+      "--fix",
+      "--exit-non-zero-on-fix",
+    ]
+  },
+  { id = "ruff-format" }
+]
+
+[[repos]]
+repo = "https://github.com/betterleaks/betterleaks"
+rev = "v1.9.0"
+hooks = [
+  { id = "betterleaks" }
+]
+
+[[repos]]
+repo = "https://github.com/PyCQA/pylint"
+rev = "v4.1.1"
+hooks = [
+  {
+    id = "pylint",
+    name = "pylint",
+    entry = "pylint",
+    language = "system",
+    types = ["python"],
+    args = ["-j2"],
+  }
+]
+
+[[repos]]
+repo = "https://github.com/pypa/pip-audit"
+rev = "v2.10.1"
+hooks = [
+  {
+    id = "pip-audit",
+    args = ["."],
+    files = '^(requirements.*\.txt|setup\.cfg|setup\.py|pyproject\.toml)$',
+    stages = ["pre-push"],
+  }
+]
+
+[[repos]]
+repo = "https://github.com/pre-commit/mirrors-mypy"
+rev = "v2.3.1"
+hooks = [
+  {
+    id = "mypy",
+    args = [ ],
+    exclude = "tests/|examples/|docs/",
+    additional_dependencies = [
+      "httpx",
+      "types-setuptools",
+      "importlib-metadata",
+      "types-Pillow",
+      "tomli",
+      "tomli_w",
+    ]
+  }
+]
+
+[[repos]]
+repo = "local"
+hooks = [
+  {
+    id = "sphinx-html",
+    name = "Sphinx HTML build",
+    entry = "make -C docs html",
+    language = "system",
+    pass_filenames = false,
+    files = '^docs/.*$|^mindee/.*\.py$',
+    stages = ["pre-push"],
+  },
+  {
+    id = "sphinx-linkcheck",
+    name = "Sphinx Linkcheck",
+    entry = "make -C docs linkcheck",
+    language = "system",
+    pass_filenames = false,
+    files = '^docs/.*$|^mindee/.*\.py$',
+    stages = ["pre-push"],
+  }
+]
diff --git a/pyproject.toml b/pyproject.toml
index 8d5df091..6eea23d5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,12 +42,12 @@ Changelog = "https://github.com/mindee/mindee-api-python/blob/main/CHANGELOG.md"
 
 [project.optional-dependencies]
 lint = [
-    "pylint==4.0.6",
-    "pre-commit~=4.6.0",
+    "pylint==4.1.1",
+    "prek~=0.5.4",
     "pip-audit==2.10.1",
 ]
 test = [
-    "toml~=0.10.2",
+    "tomli~=2.4.1",
     "pytest>=9.0.3,<9.2.0",
     "pytest-cov~=7.1.0",
     "respx~=0.23.1"
@@ -60,7 +60,8 @@ docs = [
 build = [
     "build",
     "twine",
-    "toml"
+    "tomli~=2.4.1",
+    "tomli-w~=1.2.0"
 ]
 
 [project.scripts]
diff --git a/scripts/generate_lite_toml.py b/scripts/generate_lite_toml.py
index 637150d1..6cecf604 100644
--- a/scripts/generate_lite_toml.py
+++ b/scripts/generate_lite_toml.py
@@ -1,12 +1,13 @@
 from typing import Any
 
-import toml
+import tomli
+import tomli_w
 
 
 def generate_lite() -> None:
     """Generates the mindee-lite version of pyproject.toml"""
-    with open("pyproject.toml", encoding="utf-8") as file_data:
-        data: dict[str, Any] = toml.load(file_data)
+    with open("pyproject.toml", encoding="utf-8") as read_handle:
+        data: dict[str, Any] = tomli.loads(read_handle.read())
 
     data["project"]["name"] = "mindee-lite"
     data["project"]["description"] = (
@@ -32,8 +33,8 @@ def generate_lite() -> None:
         "ini_options"
     ]["addopts"].replace(" lite", " pypdfium2 and not pillow")
 
-    with open("pyproject-lite.toml", "w", encoding="utf-8") as file_data:
-        toml.dump(data, file_data)
+    with open("pyproject-lite.toml", "w", encoding="utf-8") as write_handle:
+        write_handle.write(tomli_w.dumps(data))
 
     print("Successfully generated pyproject-lite.toml")
 
diff --git a/tests/data b/tests/data
index 5037ffc3..8b8423d2 160000
--- a/tests/data
+++ b/tests/data
@@ -1 +1 @@
-Subproject commit 5037ffc3c443ec0c93ed673acd22d6ae1c65771a
+Subproject commit 8b8423d239a360f7a8ac72d77e53fb644a76e345
diff --git a/tests/test_pkg_versions.py b/tests/test_pkg_versions.py
index 7419dabf..52f03f25 100644
--- a/tests/test_pkg_versions.py
+++ b/tests/test_pkg_versions.py
@@ -3,7 +3,7 @@
 import re
 from pathlib import Path
 
-import toml
+import tomli
 
 
 def _test_version(versions_a, versions_b, key):
@@ -12,7 +12,9 @@ def _test_version(versions_a, versions_b, key):
 
 def test_style_pkg_versions():
     """Check black, flake8, isort and pydocstyle versions consistency."""
-    config = toml.load(Path(__file__).parent.parent.joinpath("pyproject.toml"))
+    config = tomli.loads(
+        Path(__file__).parent.parent.joinpath("pyproject.toml").read_text()
+    )
     line_sep = re.compile(r"(==|~=|>=)")
     requirements_versions = {}
     for line in config["project"]["optional-dependencies"]["lint"]:
@@ -21,14 +23,13 @@ def test_style_pkg_versions():
 
     # Get pre-commit versions
     pre_commit_versions = {}
-    pre_commit_path = Path(__file__).parent.parent.joinpath(".pre-commit-config.yaml")
-    with open(pre_commit_path, encoding="utf-8") as file_p:
-        lines = file_p.readlines()
-        for idx, line in enumerate(lines):
-            if "repo:" in line:
-                pkg_name = line.strip().split("/")[-1].strip().replace("mirrors-", "")
-                pkg_version = lines[idx + 1].strip().split(":")[-1].strip()
-                pre_commit_versions[pkg_name] = pkg_version
+    config = tomli.loads(Path(__file__).parent.parent.joinpath("prek.toml").read_text())
+    for repo in config["repos"]:
+        if not repo.get("rev"):
+            continue
+        pkg_name = repo["repo"].strip().split("/")[-1].strip().replace("mirrors-", "")
+        pkg_version = repo["rev"].strip().split(":")[-1].strip()
+        pre_commit_versions[pkg_name] = pkg_version
 
     for req in ("pylint",):
         _test_version(requirements_versions, pre_commit_versions, req)