diff --git a/backend/uv.lock b/backend/uv.lock
index 432111a..3c97a17 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -461,7 +461,7 @@ wheels = [
 
 [[package]]
 name = "ipython"
-version = "9.1.0"
+version = "9.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -475,9 +475,9 @@ dependencies = [
     { name = "stack-data" },
     { name = "traitlets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/70/9a/6b8984bedc990f3a4aa40ba8436dea27e23d26a64527de7c2e5e12e76841/ipython-9.1.0.tar.gz", hash = "sha256:a47e13a5e05e02f3b8e1e7a0f9db372199fe8c3763532fe7a1e0379e4e135f16", size = 4373688, upload-time = "2025-04-07T10:18:28.704Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/12/51/a703c030f4928646d390b4971af4938a1b10c9dfce694f0d99a0bb073cb2/ipython-9.8.0.tar.gz", hash = "sha256:8e4ce129a627eb9dd221c41b1d2cdaed4ef7c9da8c17c63f6f578fe231141f83", size = 4424940, upload-time = "2025-12-03T10:18:24.353Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b2/9d/4ff2adf55d1b6e3777b0303fdbe5b723f76e46cba4a53a32fe82260d2077/ipython-9.1.0-py3-none-any.whl", hash = "sha256:2df07257ec2f84a6b346b8d83100bcf8fa501c6e01ab75cd3799b0bb253b3d2a", size = 604053, upload-time = "2025-04-07T10:18:24.869Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/df/8ee1c5dd1e3308b5d5b2f2dfea323bb2f3827da8d654abb6642051199049/ipython-9.8.0-py3-none-any.whl", hash = "sha256:ebe6d1d58d7d988fbf23ff8ff6d8e1622cfdb194daf4b7b73b792c4ec3b85385", size = 621374, upload-time = "2025-12-03T10:18:22.335Z" },
 ]
 
 [[package]]