diff --git a/flake.lock b/flake.lock
index 42b252c..971f9a1 100644
--- a/flake.lock
+++ b/flake.lock
@@ -7,11 +7,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1772408722,
-        "narHash": "sha256-rHuJtdcOjK7rAHpHphUb1iCvgkU3GpfvicLMwwnfMT0=",
+        "lastModified": 1775087534,
+        "narHash": "sha256-91qqW8lhL7TLwgQWijoGBbiD4t7/q75KTi8NxjVmSmA=",
         "owner": "hercules-ci",
         "repo": "flake-parts",
-        "rev": "f20dc5d9b8027381c474144ecabc9034d6a839a3",
+        "rev": "3107b77cd68437b9a76194f0f7f9c55f2329ca5b",
         "type": "github"
       },
       "original": {
@@ -61,11 +61,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1774709303,
-        "narHash": "sha256-D3Q07BbIA2KnTcSXIqqu9P586uWxN74zNoCH3h2ESHg=",
+        "lastModified": 1775710090,
+        "narHash": "sha256-ar3rofg+awPB8QXDaFJhJ2jJhu+KqN/PRCXeyuXR76E=",
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "8110df5ad7abf5d4c0f6fb0f8f978390e77f9685",
+        "rev": "4c1018dae018162ec878d42fec712642d214fdfa",
         "type": "github"
       },
       "original": {
@@ -148,11 +148,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1774498001,
-        "narHash": "sha256-wTfdyzzrmpuqt4TQQNqilF91v0m5Mh1stNy9h7a/WK4=",
+        "lastModified": 1775439158,
+        "narHash": "sha256-NHY9SJNU019n+8NCabBDtmuzRFeE2gZlYKHowp9bV24=",
         "owner": "pyproject-nix",
         "repo": "pyproject.nix",
-        "rev": "794afa6eb588b498344f2eaa36ab1ceb7e6b0b09",
+        "rev": "fb6b728260f3f32761367e9fd1e1a25b4245bcd0",
         "type": "github"
       },
       "original": {
@@ -228,11 +228,11 @@
         "nixpkgs": "nixpkgs_2"
       },
       "locked": {
-        "lastModified": 1773297127,
-        "narHash": "sha256-6E/yhXP7Oy/NbXtf1ktzmU8SdVqJQ09HC/48ebEGBpk=",
+        "lastModified": 1775636079,
+        "narHash": "sha256-pc20NRoMdiar8oPQceQT47UUZMBTiMdUuWrYu2obUP0=",
         "owner": "numtide",
         "repo": "treefmt-nix",
-        "rev": "71b125cd05fbfd78cab3e070b73544abe24c5016",
+        "rev": "790751ff7fd3801feeaf96d7dc416a8d581265ba",
         "type": "github"
       },
       "original": {
@@ -251,11 +251,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1774929536,
-        "narHash": "sha256-dMTjy8hu4XFAdNHdcLtCryN3SHqSUFHHqDLep+3b2v4=",
+        "lastModified": 1775706324,
+        "narHash": "sha256-BTb4sydzX2B5/oNbvCdQFeSbk97xEnbb8bk84CiKCOs=",
         "owner": "pyproject-nix",
         "repo": "uv2nix",
-        "rev": "5d0e883867b1cf53263fcf1bfd34542d40abf5a9",
+        "rev": "5707df99097375896a3dda811d492a2fabe63500",
         "type": "github"
       },
       "original": {
diff --git a/flake.nix b/flake.nix
index 6cc66d0..17acdf4 100644
--- a/flake.nix
+++ b/flake.nix
@@ -79,9 +79,7 @@
               sourcePreference = "wheel";
             };
 
-            pyprojectOverrides = import ./uv-overrides.nix;
-
-            python = pkgs.python312;
+            python = pkgs.python3;
 
             pythonSet =
               (pkgs.callPackage inputs.pyproject-nix.build.packages {
@@ -91,7 +89,8 @@
                   lib.composeManyExtensions [
                     inputs.pyproject-build-systems.overlays.default
                     overlay
-                    pyprojectOverrides
+                    (import ./uv-overrides.nix)
+                    (import ./python-fix-overlay.nix)
                   ]
                 );
 
diff --git a/mkdocs/pyproject.toml b/mkdocs/pyproject.toml
index 4b2276c..2ed2866 100644
--- a/mkdocs/pyproject.toml
+++ b/mkdocs/pyproject.toml
@@ -27,3 +27,9 @@ dependencies = [
     "pillow>=11.1.0",
     "plantuml-markdown>=3.11.1",
 ]
+
+[tool.uv]
+# https://github.com/mkdocs/mkdocs/issues/4032
+constraint-dependencies = [
+  "click<=8.2.1"
+]
diff --git a/mkdocs/uv.lock b/mkdocs/uv.lock
index e8d5971..454f75c 100644
--- a/mkdocs/uv.lock
+++ b/mkdocs/uv.lock
@@ -2,6 +2,9 @@ version = 1
 revision = 3
 requires-python = ">=3.12"
 
+[manifest]
+constraints = [{ name = "click", specifier = "<=8.2.1" }]
+
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.6.1"
@@ -13,7 +16,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.4"
+version = "3.13.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -24,76 +27,76 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/ba/13/306d275efd3a3453f72114b7431c877d10b1154014c1ebbedd067770d629/pillow-12.2.0-cp314-cp314t-win_amd64.whl", hash = "sha256:6562ace0d3fb5f20ed7290f1f929cae41b25ae29528f2af1722966a0a02e2aa1", size = 7225152, upload-time = "2026-04-01T14:45:50.032Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/6e/cf826fae916b8658848d7b9f38d88da6396895c676e8086fc0988073aaf8/pillow-12.2.0-cp314-cp314t-win_arm64.whl", hash = "sha256:aa88ccfe4e32d362816319ed727a004423aab09c5cea43c01a4b435643fa34eb", size = 2556579, upload-time = "2026-04-01T14:45:52.529Z" },
 ]
 
 [[package]]
@@ -2148,11 +2151,11 @@ wheels = [
 
 [[package]]
 name = "tzdata"
-version = "2025.3"
+version = "2026.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/5e/a7/c202b344c5ca7daf398f3b8a477eeb205cf3b6f32e7ec3a6bac0629ca975/tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7", size = 196772, upload-time = "2025-12-13T17:45:35.667Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/19/f5/cd531b2d15a671a40c0f66cf06bc3570a12cd56eef98960068ebbad1bf5a/tzdata-2026.1.tar.gz", hash = "sha256:67658a1903c75917309e753fdc349ac0efd8c27db7a0cb406a25be4840f87f98", size = 197639, upload-time = "2026-04-03T11:25:22.002Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1", size = 348521, upload-time = "2025-12-13T17:45:33.889Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/70/d460bd685a170790ec89317e9bd33047988e4bce507b831f5db771e142de/tzdata-2026.1-py2.py3-none-any.whl", hash = "sha256:4b1d2be7ac37ceafd7327b961aa3a54e467efbdb563a23655fbfe0d39cfc42a9", size = 348952, upload-time = "2026-04-03T11:25:20.313Z" },
 ]
 
 [[package]]
diff --git a/modules/documentation.nix b/modules/documentation.nix
index f56412e..3de585f 100644
--- a/modules/documentation.nix
+++ b/modules/documentation.nix
@@ -30,6 +30,12 @@ in
       description = "The mkdocs package to use.";
     };
 
+    mkdocs-preBuildHook = lib.mkOption {
+      type = lib.types.lines;
+      default = "";
+      description = "script to run in build directory before calling mkdocs. Can be used to prepare .cache directory with Google fonts so mkdocs does not attempt to download them.";
+    };
+
     strict = lib.mkEnableOption ''
       Build the documentation with `--strict`
 
@@ -39,8 +45,13 @@ in
   };
 
   config = lib.mkIf (cfg.mkdocs-root != null) {
+    # some mkdocs plugins want to create a .cache folder.
+    # so we link to the project from the build dir.
+    # the hook allows the user to prepopulate font files to help avoid mkdocs
+    # connecting to the internet.
     packages.documentation = pkgs.runCommand "mkdocs-flake-documentation" { } ''
-      cd ${cfg.mkdocs-root}
+      cp -as ${cfg.mkdocs-root}/* .
+      eval "${cfg.mkdocs-preBuildHook}"
       ${cfg.mkdocs-package}/bin/mkdocs build ${strict} --site-dir $out
     '';
 
diff --git a/python-fix-overlay.nix b/python-fix-overlay.nix
new file mode 100644
index 0000000..3ca59b4
--- /dev/null
+++ b/python-fix-overlay.nix
@@ -0,0 +1,15 @@
+final: prev: {
+  cairocffi =
+    (prev.cairocffi.override {
+      sourcePreference = "sdist";
+    }).overrideAttrs
+      (old: {
+        nativeBuildInputs = old.nativeBuildInputs ++ [
+          (final.resolveBuildSystem {
+            flit-core = [ ];
+          })
+        ];
+
+        patches = (old.patches or [ ]) ++ final.pkgs.python3Packages.cairocffi.patches;
+      });
+}