diff --git a/pyproject.toml b/pyproject.toml
index f600969..807753d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ allow-direct-references = true
 
 [project.optional-dependencies]
 dev = [
-    "pytest>=7.0",
+    "pytest>=9.0.3",
     "pytest-django>=4.5",
     "black>=23.0",
     "isort>=5.0",
@@ -68,6 +68,6 @@ line_length = 100
 
 [dependency-groups]
 dev = [
-    "pytest>=8.3.4",
+    "pytest>=9.0.3",
     "pytest-django>=4.10.0",
 ]
diff --git a/uv.lock b/uv.lock
index 73b248c..6129e1b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -685,7 +685,7 @@ requires-dist = [
     { name = "markdown", specifier = "==3.8.1" },
     { name = "pillow", specifier = "~=12.1.1" },
     { name = "playwright", specifier = ">=1.40.0" },
-    { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.0" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.3" },
     { name = "pytest-django", marker = "extra == 'dev'", specifier = ">=4.5" },
     { name = "python-magic", specifier = ">=0.4.27" },
     { name = "qdrant-client", specifier = ">=1.13.2" },
@@ -698,7 +698,7 @@ provides-extras = ["dev"]
 
 [package.metadata.requires-dev]
 dev = [
-    { name = "pytest", specifier = ">=8.3.4" },
+    { name = "pytest", specifier = ">=9.0.3" },
     { name = "pytest-django", specifier = ">=4.10.0" },
 ]
 
@@ -1075,19 +1075,29 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d4/d7/f1b7db88d8e4417c5d47adad627a93547f44bdc9028372dbd2313f34a855/pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a", size = 62725, upload-time = "2024-01-05T00:28:45.903Z" },
 ]
 
+[[package]]
+name = "pygments"
+version = "2.20.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c3/b2/bc9c9196916376152d655522fdcebac55e66de6603a76a02bca1b6414f6c/pygments-2.20.0.tar.gz", hash = "sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f", size = 4955991, upload-time = "2026-03-29T13:29:33.898Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f4/7e/a72dd26f3b0f4f2bf1dd8923c85f7ceb43172af56d63c7383eb62b332364/pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176", size = 1231151, upload-time = "2026-03-29T13:29:30.038Z" },
+]
+
 [[package]]
 name = "pytest"
-version = "8.3.4"
+version = "9.0.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
     { name = "iniconfig" },
     { name = "packaging" },
     { name = "pluggy" },
+    { name = "pygments" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/05/35/30e0d83068951d90a01852cb1cef56e5d8a09d20c7f511634cc2f7e0372a/pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761", size = 1445919, upload-time = "2024-12-01T12:54:25.98Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/11/92/76a1c94d3afee238333bc0a42b82935dd8f9cf8ce9e336ff87ee14d9e1cf/pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6", size = 343083, upload-time = "2024-12-01T12:54:19.735Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
 ]
 
 [[package]]