diff --git a/.github/workflows/update-flake-lock.yml b/.github/workflows/update-flake-lock.yml
index 6ad0da1..fd10cae 100644
--- a/.github/workflows/update-flake-lock.yml
+++ b/.github/workflows/update-flake-lock.yml
@@ -15,10 +15,5 @@ jobs:
       - name: Update flake.lock
         uses: DeterminateSystems/update-flake-lock@v19
         with:
-          token: ${{ secrets.GH_TOKEN_FOR_UPDATES }}
-          pr-body: |
-            Automated changes by the update-flake-lock
-            ```
-            {{ env.GIT_COMMIT_MESSAGE }}
-            ```
-            bors merge
+          pr-label: |
+            merge-queue
diff --git a/.mergify.yml b/.mergify.yml
new file mode 100644
index 0000000..ff4b171
--- /dev/null
+++ b/.mergify.yml
@@ -0,0 +1,36 @@
+queue_rules:
+  - name: default
+    merge_conditions:
+      - check-success=Evaluate flake.nix
+      - check-success=check kexec-installer-2305 [x86_64-linux]
+      - check-success=check kexec-installer-unstable [x86_64-linux]
+      - check-success=check shellcheck [x86_64-linux]
+      - check-success=images (nixos-23.05)
+      - check-success=images (nixos-unstable)
+      - check-success=package kexec-installer-nixos-2305 [aarch64-linux]
+      - check-success=package kexec-installer-nixos-2305 [x86_64-linux]
+      - check-success=package kexec-installer-nixos-2305-noninteractive [aarch64-linux]
+      - check-success=package kexec-installer-nixos-2305-noninteractive [x86_64-linux]
+      - check-success=package kexec-installer-nixos-unstable [aarch64-linux]
+      - check-success=package kexec-installer-nixos-unstable [x86_64-linux]
+      - check-success=package kexec-installer-nixos-unstable-noninteractive [aarch64-linux]
+      - check-success=package kexec-installer-nixos-unstable-noninteractive [x86_64-linux]
+      - check-success=package netboot-installer-nixos-2305 [aarch64-linux]
+      - check-success=package netboot-installer-nixos-2305 [x86_64-linux]
+      - check-success=package netboot-installer-nixos-unstable [aarch64-linux]
+      - check-success=package netboot-installer-nixos-unstable [x86_64-linux]
+      - check-success=package netboot-nixos-2305 [aarch64-linux]
+      - check-success=package netboot-nixos-2305 [x86_64-linux]
+      - check-success=package netboot-nixos-unstable [aarch64-linux]
+      - check-success=package netboot-nixos-unstable [x86_64-linux]
+defaults:
+  actions:
+    queue:
+      allow_merging_configuration_change: true
+pull_request_rules:
+  - name: merge using the merge queue
+    conditions:
+      - base=main
+      - label~=merge-queue|dependencies
+    actions:
+      queue: {}
diff --git a/bors.toml b/bors.toml
deleted file mode 100644
index 2a63539..0000000
--- a/bors.toml
+++ /dev/null
@@ -1,15 +0,0 @@
-cut_body_after = "" # don't include text from the PR body in the merge commit message
-status = [
-  "Evaluate flake.nix",
-  "check kexec-installer-2305 [x86_64-linux]",
-  "check kexec-installer-unstable [x86_64-linux]",
-  "check shellcheck [x86_64-linux]",
-  "package kexec-installer-nixos-2305 [x86_64-linux]",
-  "package kexec-installer-nixos-2305-noninteractive [x86_64-linux]",
-  "package kexec-installer-nixos-unstable [x86_64-linux]",
-  "package kexec-installer-nixos-unstable-noninteractive [x86_64-linux]",
-  "package netboot-installer-nixos-2305 [x86_64-linux]",
-  "package netboot-installer-nixos-unstable [x86_64-linux]",
-  "package netboot-nixos-2305 [x86_64-linux]",
-  "package netboot-nixos-unstable [x86_64-linux]"
-]