diff --git a/apps/web/vercel.json b/apps/web/vercel.json
new file mode 100644
index 000000000..b87a476c0
--- /dev/null
+++ b/apps/web/vercel.json
@@ -0,0 +1,7 @@
+{
+  "git": {
+    "deploymentEnabled": {
+      "dependabot/uv/uv-a223a3ed80": false
+    }
+  }
+}
diff --git a/pyproject.toml b/pyproject.toml
index 2f7f583b1..66dfdd701 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -359,5 +359,13 @@ exclude_lines = [
 [tool.coverage.lcov]
 output = "reports/lcov.info"
 
+[tool.uv]
+# Soup Sieve 4 requires Python 3.11.5. Keep Beautiful Soup's modern selector
+# implementation on the older patch releases still admitted by requires-python.
+constraint-dependencies = [
+    "soupsieve<4; python_full_version < '3.11.5'",
+    "soupsieve==4.0; python_full_version >= '3.11.5'",
+]
+
 [tool.uv.workspace]
 members = []
diff --git a/uv.lock b/uv.lock
index a2464291b..b720bf021 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5,9 +5,18 @@ resolution-markers = [
     "python_full_version >= '3.12' and sys_platform == 'win32'",
     "python_full_version >= '3.12' and sys_platform == 'emscripten'",
     "python_full_version >= '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
-    "python_full_version < '3.12' and sys_platform == 'win32'",
-    "python_full_version < '3.12' and sys_platform == 'emscripten'",
-    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'emscripten'",
+    "python_full_version < '3.11.5' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+
+[manifest]
+constraints = [
+    { name = "soupsieve", marker = "python_full_version < '3.11.5'", specifier = "<4" },
+    { name = "soupsieve", marker = "python_full_version >= '3.11.5'", specifier = "==4.0" },
 ]
 
 [[package]]
@@ -404,7 +413,8 @@ name = "beautifulsoup4"
 version = "4.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "soupsieve" },
+    { name = "soupsieve", version = "2.10", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11.5'" },
+    { name = "soupsieve", version = "4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11.5'" },
     { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/43/65/318323f98dbee45d42dff61d8f047181bc6f2268a9068cfad035a46be5af/beautifulsoup4-4.15.0.tar.gz", hash = "sha256:288e3ca7d54b06f2ac191970bc275c1939cb46d450b255bf6718b04aa37ab4f7", size = 632571, upload-time = "2026-06-07T16:44:20.453Z" }
@@ -3022,9 +3032,12 @@ name = "numpy"
 version = "2.4.6"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version < '3.12' and sys_platform == 'win32'",
-    "python_full_version < '3.12' and sys_platform == 'emscripten'",
-    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'emscripten'",
+    "python_full_version < '3.11.5' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/d0/ad/fed0499ce6a338d2a03ebae59cd15093910c8875328855781952abf6c2fe/numpy-2.4.6.tar.gz", hash = "sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda", size = 20735807, upload-time = "2026-05-18T23:37:14.07Z" }
 wheels = [
@@ -4602,9 +4615,12 @@ name = "scipy"
 version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version < '3.12' and sys_platform == 'win32'",
-    "python_full_version < '3.12' and sys_platform == 'emscripten'",
-    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'emscripten'",
+    "python_full_version < '3.11.5' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" } },
@@ -4773,11 +4789,33 @@ wheels = [
 
 [[package]]
 name = "soupsieve"
-version = "2.9.1"
+version = "2.10"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/d9/38/e12680bbe6b4f8f3d17adcaf38d26850aa756c85cf4a80e79fc12a018fe8/soupsieve-2.9.1.tar.gz", hash = "sha256:c33e6605bbc71dd628b00c632d58ae607c22bade247e52553928f83bbb75b4ba", size = 122261, upload-time = "2026-07-21T16:57:17.452Z" }
+resolution-markers = [
+    "python_full_version < '3.11.5' and sys_platform == 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'emscripten'",
+    "python_full_version < '3.11.5' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/71/c3/1b817965ac12dc002d7c9cd7dfffdd7d4fbf9b45763ef2ffe7b86ee94670/soupsieve-2.10.tar.gz", hash = "sha256:49e9380d7d2905463583bafe285e818c7366a9ed7b3aee221c1ac79c905d8bc0", size = 124337, upload-time = "2026-09-24T02:36:35.048Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/66/87/5ed59e1d0290564e2027ed066c52b059892c4637741337fc0967183c8d4d/soupsieve-2.10-py3-none-any.whl", hash = "sha256:8596eb8967d744174820280fa62b4542a2e955bfaccca73ed8a13c6eb8e9b502", size = 38019, upload-time = "2026-09-24T02:36:33.709Z" },
+]
+
+[[package]]
+name = "soupsieve"
+version = "4.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7d/5e/19b7c5d20bc2f226c44f33a9d9aab9740efed7555b96e656231fd564e514/soupsieve-4.0.tar.gz", hash = "sha256:ccd6470b256394ac44b08b86fd94b30a17d335a5335c8a3d15565f7b03d3c8cf", size = 151929, upload-time = "2026-11-03T14:28:55.388Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/2c/437fe806897c2d6cfdc3ee43a18da8bf8e568530a4ae9bac781541ca9896/soupsieve-2.9.1-py3-none-any.whl", hash = "sha256:4f4477399246b7a0c720a88ca2454b11cd6bb9ae4c9d170140786e916776c14c", size = 37404, upload-time = "2026-07-21T16:57:16.421Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/18/d24df2f733ee0655c58717d51add4118a70e64692d0e47d403b9aac4cf98/soupsieve-4.0-py3-none-any.whl", hash = "sha256:5e7494bfce90e06676cfb4c5c2cf22243e98e5cf24646bb1ecdda46d318550a0", size = 50158, upload-time = "2026-11-03T14:28:53.988Z" },
 ]
 
 [[package]]
diff --git a/vercel.json b/vercel.json
index d77369556..4b36d4e26 100644
--- a/vercel.json
+++ b/vercel.json
@@ -1,4 +1,9 @@
 {
+  "git": {
+    "deploymentEnabled": {
+      "dependabot/uv/uv-a223a3ed80": false
+    }
+  },
   "framework": "nextjs",
   "installCommand": "npm install --legacy-peer-deps",
   "buildCommand": "npm run build",