diff --git a/.github/workflows/check-deps.sh b/.github/workflows/check-deps.sh
deleted file mode 100755
index 0439af3..0000000
--- a/.github/workflows/check-deps.sh
+++ /dev/null
@@ -1,54 +0,0 @@
-#!/bin/bash -e
-
-GITHUB_PR_LABEL="dependencies"
-COMMIT_TITLE="Update dependencies"
-
-if [ -z "$BRANCH_NAME" ]; then
-    echo "Branch name is required"
-    exit 1
-fi
-
-function check_pr {
-    gh pr list --state open --label "$GITHUB_PR_LABEL"
-}
-
-git config user.name "${GITHUB_ACTOR}"
-git config user.email "${GITHUB_ACTOR}@users.noreply.github.com"
-
-_update_output="$(TERM=dumb rebar3 update-deps --replace)"
-
-if git diff --exit-code --quiet; then
-    echo "No changes to the dependencies"
-    exit 0
-else
-    echo "Detected changes to dependencies, reformatting as well"
-    rebar3 fmt --write
-fi
-
-git checkout -b "$BRANCH_NAME"
-git add .
-
-git commit -F- <<EOF
-$COMMIT_TITLE
-
-Updates from "rebar3 update-deps --replace":
-
-$_update_output
-EOF
-
-git push --set-upstream origin "$BRANCH_NAME"
-
-if [[ $(check_pr) == "" ]]; then
-    gh pr create \
-        --label "$GITHUB_PR_LABEL" \
-        --title "$COMMIT_TITLE" \
-        --body-file - <<EOF
-This PR updates the dependencies to their latest versions.
-
-The following changes were made from \`rebar3 update-deps --replace\`:
-
-\`\`\`
-$_update_output
-\`\`\`
-EOF
-fi
diff --git a/.github/workflows/check_deps.yml b/.github/workflows/check_deps.yml
index 6caabd2..26f8344 100644
--- a/.github/workflows/check_deps.yml
+++ b/.github/workflows/check_deps.yml
@@ -17,7 +17,7 @@ jobs:
     runs-on: ubuntu-22.04
     strategy:
       matrix:
-        otp_version: ['27.1']
+        otp_version: ['27.1.3']
 
     steps:
       - uses: actions/checkout@v4
@@ -38,8 +38,32 @@ jobs:
       - name: Build
         run: make build
 
-      - name: Check dependencies
-        run: .github/workflows/check-deps.sh
-        env:
-          BRANCH_NAME: update-deps-${{ github.run_id }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Update dependencies
+        id: update-deps
+        run: |
+          _update_output="$(TERM=dumb rebar3 update-deps --replace)"
+
+          cat <<EOF > /tmp/pr-body.md
+          Output of running \`rebar3 update-deps\`:
+
+          \```
+          $_update_output
+          \```
+          EOF
+
+          rebar3 fmt --write
+
+      # We can always run this step because the action will exit silently if there are no changes.
+      # See: https://github.com/marketplace/actions/create-pull-request#action-behaviour
+      - name: Create PR
+        uses: peter-evans/create-pull-request@v7
+        with:
+          # By always using the same branch name, we can keep pushing to
+          # the same branch if there are new changes.
+          branch: "automatic-dependencies-update"
+          commit-message: "Update dependencies"
+          title: "Update dependencies"
+          body-path: /tmp/pr-body.md
+          labels: "dependencies,task"
+          team-reviewers: "dnsimple/platform"
+          delete-branch: true
\ No newline at end of file
diff --git a/rebar.lock b/rebar.lock
index 5700aaf..0a4be88 100644
--- a/rebar.lock
+++ b/rebar.lock
@@ -8,6 +8,7 @@
  {<<"folsom">>,{pkg,<<"folsom">>,<<"1.0.0">>},0},
  {<<"goldrush">>,{pkg,<<"goldrush">>,<<"0.1.9">>},1},
  {<<"iso8601">>,{pkg,<<"iso8601">>,<<"1.3.4">>},1},
+ {<<"jsx">>,{pkg,<<"jsx">>,<<"2.10.0">>},1},
  {<<"lager">>,{pkg,<<"lager">>,<<"3.9.2">>},0},
  {<<"ranch">>,{pkg,<<"ranch">>,<<"1.8.0">>},1},
  {<<"recon">>,{pkg,<<"recon">>,<<"2.5.5">>},1}]}.
@@ -22,6 +23,7 @@
  {<<"folsom">>, <<"50ECC998D2149939F1D5E0AA3E32788F8ED16A58E390D81B5C0BE4CC4EF25589">>},
  {<<"goldrush">>, <<"F06E5D5F1277DA5C413E84D5A2924174182FB108DABB39D5EC548B27424CD106">>},
  {<<"iso8601">>, <<"7B1F095F86F6CF65E1E5A77872E8E8BF69BD58D4C3A415B3F77D9CC9423ECBB9">>},
+ {<<"jsx">>, <<"77760560D6AC2B8C51FD4C980E9E19B784016AA70BE354CE746472C33BEB0B1C">>},
  {<<"lager">>, <<"4CAB289120EB24964E3886BD22323CB5FEFE4510C076992A23AD18CF85413D8C">>},
  {<<"ranch">>, <<"8C7A100A139FD57F17327B6413E4167AC559FBC04CA7448E9BE9057311597A1D">>},
  {<<"recon">>, <<"C108A4C406FA301A529151A3BB53158CADC4064EC0C5F99B03DDB8C0E4281BDF">>}]},
@@ -35,6 +37,7 @@
  {<<"folsom">>, <<"DD6AB97278E94F9E4CFC43E188224A7B8C7EAEC0DD2E935007005177F3EEBB0E">>},
  {<<"goldrush">>, <<"99CB4128CFFCB3227581E5D4D803D5413FA643F4EB96523F77D9E6937D994CEB">>},
  {<<"iso8601">>, <<"A334469C07F1C219326BC891A95F5EEC8EB12DD8071A3FFF56A7843CB20FAE34">>},
+ {<<"jsx">>, <<"9A83E3704807298016968DB506F9FAD0F027DE37546EB838B3AE1064C3A0AD62">>},
  {<<"lager">>, <<"7F904D9E87A8CB7E66156ED31768D1C8E26EBA1D54F4BC85B1AA4AC1F6340C28">>},
  {<<"ranch">>, <<"49FBCFD3682FAB1F5D109351B61257676DA1A2FDBE295904176D5E521A2DDFE5">>},
  {<<"recon">>, <<"632A6F447DF7CCC1A4A10BDCFCE71514412B16660FE59DECA0FCF0AA3C054404">>}]}