diff --git a/.github/workflows/develop-workflow.yml b/.github/workflows/develop-workflow.yml
index aa9855d8f..f4c7363f0 100644
--- a/.github/workflows/develop-workflow.yml
+++ b/.github/workflows/develop-workflow.yml
@@ -2,7 +2,7 @@ name: Nightly Workflow
 
 on:
   push:
-    branches: ['!release/**']
+    branches: ['develop', '!release/**']
   pull_request:
     branches: [ 'develop', '!release/**' ]
     types: [ closed, synchronize ]
@@ -21,7 +21,7 @@ jobs:
   build:
     name: Upload Kavita.Common for Version Bump
     runs-on: ubuntu-latest
-    if: github.event.pull_request.merged == true && !contains(github.head_ref, 'release')
+    if: github.event.pull_request.merged == true && ( github.event.pull_request.head.ref == 'develop' || !contains(github.event.pull_request.head.ref, 'release') )
     steps:
       - name: Checkout Repo
         uses: actions/checkout@v3
@@ -37,7 +37,7 @@ jobs:
     name: Bump version
     needs: [ build ]
     runs-on: ubuntu-latest
-    if: github.event.pull_request.merged == true && !contains(github.head_ref, 'release')
+    if: github.event.pull_request.merged == true && ( github.event.pull_request.head.ref == 'develop' || !contains(github.event.pull_request.head.ref, 'release') )
     steps:
       - uses: actions/checkout@v3
         with:
@@ -59,7 +59,7 @@ jobs:
     name: Build Nightly Docker
     needs: [ build, version ]
     runs-on: ubuntu-latest
-    if: github.event.pull_request.merged == true && !contains(github.head_ref, 'release')
+    if: github.event.pull_request.merged == true && ( github.event.pull_request.head.ref == 'develop' || !contains(github.event.pull_request.head.ref, 'release') )
     permissions:
       packages: write
       contents: read