diff --git a/hydra/jobsets.nix b/hydra/jobsets.nix
index 5c1642a..e7f4dd5 100644
--- a/hydra/jobsets.nix
+++ b/hydra/jobsets.nix
@@ -2,12 +2,12 @@
   nixpkgs,
   pulls,
   branches,
-
   ...
 }:
 let
   pkgs = import nixpkgs { };
 
+  # create the json spec for the jobset
   makeSpec =
     contents:
     builtins.derivation {
@@ -26,8 +26,9 @@ let
 
   prs = readJSONFile pulls;
   refs = readJSONFile branches;
-  repo = "ahuston-0/nix-dotfiles-hydra";
+  repo = "RAD-development/nix-dotfiles";
 
+  # template for creating a job
   makeJob =
     {
       schedulingshares ? 10,
@@ -49,6 +50,8 @@ let
       enableemail = false;
       emailoverride = "";
     };
+
+  # Create a hydra job for a branch
   jobOfRef =
     name:
     { ref, ... }:
@@ -62,6 +65,8 @@ let
           flake = "git+ssh://git@github.com/${repo}?ref=${ref}";
         };
       };
+
+  # Create a hydra job for a PR
   jobOfPR = id: info: {
     name = "pr-${id}";
     value = makeJob {
@@ -69,35 +74,21 @@ let
       flake = "git+ssh://git@github.com/${info.head.repo.full_name}?ref=${info.head.ref}";
     };
   };
+
+  # some utility functions
+  # converts json to name/value dicts
   attrsToList = l: builtins.attrValues (builtins.mapAttrs (name: value: { inherit name value; }) l);
+  # wrapper function for reading json from file
   readJSONFile = f: builtins.fromJSON (builtins.readFile f);
+  # remove null values from a set, in-case of branches that don't exist
   mapFilter = f: l: builtins.filter (x: !(isNull x)) (map f l);
+
+  # Create job set from PRs and branches
   jobs = makeSpec (
     builtins.listToAttrs (map ({ name, value }: jobOfPR name value) (attrsToList prs))
     // builtins.listToAttrs (mapFilter ({ name, value }: jobOfRef name value) (attrsToList refs))
-    // {
-      main = makeJob {
-        description = "main";
-        flake = "github:${repo}";
-        keepnr = 10;
-        schedulingshares = 100;
-      };
-    }
   );
-  log = {
-    jobsets = jobs;
-  };
 in
 {
   jobsets = jobs;
-  # // pkgs.runCommand "spec-jobsets.json" { } ''
-  #   cat >$out <<EOF
-  #   ${jobs}
-  #   EOF
-  #   # This is to get nice .jobsets build logs on Hydra
-  #   cat >tmp <<EOF
-  #   ${builtins.toJSON log}
-  #   EOF
-  #   ${pkgs.jq}/bin/jq . tmp
-  # '';
 }
diff --git a/hydra/spec.json b/hydra/spec.json
index 4735faf..9cd71f2 100644
--- a/hydra/spec.json
+++ b/hydra/spec.json
@@ -1,7 +1,7 @@
 {
   "enabled": 1,
   "hidden": false,
-  "description": "system flake",
+  "description": "RAD Development infrastructure",
   "nixexprinput": "nixexpr",
   "nixexprpath": "hydra/jobsets.nix",
   "checkinterval": 60,
@@ -12,7 +12,7 @@
   "type": 0,
   "inputs": {
     "nixexpr": {
-      "value": "https://github.com/ahuston-0/nix-dotfiles-hydra main",
+      "value": "https://github.com/RAD-development/nix-dotfiles main",
       "type": "git",
       "emailresponsible": false
     },
@@ -23,12 +23,12 @@
     },
     "pulls": {
       "type": "githubpulls",
-      "value": "ahuston-0 nix-dotfiles-hydra",
+      "value": "RAD-development nix-dotfiles",
       "emailresponsible": false
     },
     "branches": {
       "type": "github_refs",
-      "value": "ahuston-0 nix-dotfiles-hydra heads -",
+      "value": "RAD-development nix-dotfiles heads -",
       "emailresponsible": false
     }
   }
diff --git a/systems/palatine-hill/configuration.nix b/systems/palatine-hill/configuration.nix
index dd4d241..c7b0301 100644
--- a/systems/palatine-hill/configuration.nix
+++ b/systems/palatine-hill/configuration.nix
@@ -1,9 +1,4 @@
-{
-  config,
-  lib,
-  pkgs,
-  ...
-}:
+{ config, pkgs, ... }:
 let
   keygen = key: {
     "${key}" = {
@@ -240,8 +235,6 @@ in
     "ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAINHtwvfXg/QFjMAjC4JRjlMAaGPgEfSyhpprNpqbGSJn hydra-queue-runner@palatine-hill"
   ];
 
-  system.autoUpgrade.flake = lib.mkForce "github:ahuston-0/nix-dotfiles-hydra";
-
   nix.gc.options = "--delete-older-than 150d";
 
   sops = {