diff --git a/flake.lock b/flake.lock
index 732d27d..3a9be20 100644
--- a/flake.lock
+++ b/flake.lock
@@ -2,15 +2,15 @@
   "nodes": {
     "devshell": {
       "inputs": {
-        "flake-utils": "flake-utils",
-        "nixpkgs": "nixpkgs"
+        "nixpkgs": "nixpkgs",
+        "systems": "systems"
       },
       "locked": {
-        "lastModified": 1666548262,
-        "narHash": "sha256-4DyN4KXqQQsCw0vCXkMThw4b5Q4/q87ZZgRb4st8COc=",
+        "lastModified": 1700815693,
+        "narHash": "sha256-JtKZEQUzosrCwDsLgm+g6aqbP1aseUl1334OShEAS3s=",
         "owner": "numtide",
         "repo": "devshell",
-        "rev": "c8ce8ed81726079c398f5f29c4b68a7d6a3c2fa2",
+        "rev": "7ad1c417c87e98e56dcef7ecd0e0a2f2e5669d51",
         "type": "github"
       },
       "original": {
@@ -20,27 +20,15 @@
       }
     },
     "flake-utils": {
-      "locked": {
-        "lastModified": 1642700792,
-        "narHash": "sha256-XqHrk7hFb+zBvRg6Ghl+AZDq03ov6OshJLiSWOoX5es=",
-        "owner": "numtide",
-        "repo": "flake-utils",
-        "rev": "846b2ae0fc4cc943637d3d1def4454213e203cba",
-        "type": "github"
+      "inputs": {
+        "systems": "systems_2"
       },
-      "original": {
-        "owner": "numtide",
-        "repo": "flake-utils",
-        "type": "github"
-      }
-    },
-    "flake-utils_2": {
       "locked": {
-        "lastModified": 1659877975,
-        "narHash": "sha256-zllb8aq3YO3h8B/U0/J1WBgAL8EX5yWf5pMj3G0NAmc=",
+        "lastModified": 1694529238,
+        "narHash": "sha256-zsNZZGTGnMOf9YpHKJqMSsa0dXbfmxeoJ7xHlrt+xmY=",
         "owner": "numtide",
         "repo": "flake-utils",
-        "rev": "c0e246b9b83f637f4681389ecabcb2681b4f3af0",
+        "rev": "ff7b65b44d01cf9ba6a71320833626af21126384",
         "type": "github"
       },
       "original": {
@@ -51,11 +39,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1643381941,
-        "narHash": "sha256-pHTwvnN4tTsEKkWlXQ8JMY423epos8wUOhthpwJjtpc=",
+        "lastModified": 1677383253,
+        "narHash": "sha256-UfpzWfSxkfXHnb4boXZNaKsAcUrZT9Hw+tao1oZxd08=",
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "5efc8ca954272c4376ac929f4c5ffefcc20551d5",
+        "rev": "9952d6bc395f5841262b006fbace8dd7e143b634",
         "type": "github"
       },
       "original": {
@@ -67,11 +55,11 @@
     },
     "nixpkgs_2": {
       "locked": {
-        "lastModified": 1666926733,
-        "narHash": "sha256-+gYfOEnQVISPDRNoWm2VJD5OEuTUySt48RchLpvm61o=",
+        "lastModified": 1700856099,
+        "narHash": "sha256-RnEA7iJ36Ay9jI0WwP+/y4zjEhmeN6Cjs9VOFBH7eVQ=",
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "f44ba1be526c8da9e79a5759feca2365204003f6",
+        "rev": "0bd59c54ef06bc34eca01e37d689f5e46b3fe2f1",
         "type": "github"
       },
       "original": {
@@ -84,9 +72,39 @@
     "root": {
       "inputs": {
         "devshell": "devshell",
-        "flake-utils": "flake-utils_2",
+        "flake-utils": "flake-utils",
         "nixpkgs": "nixpkgs_2"
       }
+    },
+    "systems": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
+    },
+    "systems_2": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
     }
   },
   "root": "root",
diff --git a/flake.nix b/flake.nix
index 2bd15a2..3a7ff37 100644
--- a/flake.nix
+++ b/flake.nix
@@ -11,7 +11,7 @@
         pkgs = import nixpkgs {
           inherit system;
           config.allowUnfree = true;
-          overlays = [ devshell.overlay ];
+          overlays = [ devshell.overlays.default ];
         };
 
         # TODO: Originally it was nixpkgs.fetchurl but that didn't work, pkgs.fetchurl did...
@@ -35,7 +35,7 @@
           };
         }));
 
-        myPython = pkgs.python310.withPackages (p: with p; [
+        myPython = pkgs.python311.withPackages (p: with p; [
           # Basic
           rich
 
@@ -45,15 +45,15 @@
           pynacl
 
           # Scraping
-          beautifulsoup4
-          requests
+          # beautifulsoup4
+          # requests
 
           # MachineLearning
-          torch-rocm
-          torchvision-rocm
-          numpy
-          matplotlib
-          nltk
+          # torch-rocm
+          # torchvision-rocm
+          # numpy
+          # matplotlib
+          # nltk
         ]);
       in {
         devShell = pkgs.devshell.mkShell {
@@ -61,7 +61,7 @@
 
           packages = with pkgs; [
             myPython
-            nodePackages.pyright # LSP
+            # nodePackages.pyright # LSP
           ];
 
           # Use $1 for positional args