diff --git a/.github/ISSUE_TEMPLATE/bug_report.yaml b/.github/ISSUE_TEMPLATE/bug_report.yaml
index 11b7e9aff..907ad6cf7 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yaml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yaml
@@ -14,7 +14,7 @@ body:
     attributes:
       label: NetBox version
       description: What version of NetBox are you currently running?
-      placeholder: v3.3.4
+      placeholder: v3.3.5
     validations:
       required: true
   - type: dropdown
diff --git a/.github/ISSUE_TEMPLATE/feature_request.yaml b/.github/ISSUE_TEMPLATE/feature_request.yaml
index bc00a3921..3cd9bc4ee 100644
--- a/.github/ISSUE_TEMPLATE/feature_request.yaml
+++ b/.github/ISSUE_TEMPLATE/feature_request.yaml
@@ -14,7 +14,7 @@ body:
     attributes:
       label: NetBox version
       description: What version of NetBox are you currently running?
-      placeholder: v3.3.4
+      placeholder: v3.3.5
     validations:
       required: true
   - type: dropdown
diff --git a/base_requirements.txt b/base_requirements.txt
index 363f97b31..cc8695d6c 100644
--- a/base_requirements.txt
+++ b/base_requirements.txt
@@ -68,7 +68,7 @@ drf-yasg[validation]
 
 # Django wrapper for Graphene (GraphQL support)
 # https://github.com/graphql-python/graphene-django
-graphene_django
+graphene_django<3.0
 
 # WSGI HTTP server
 # https://gunicorn.org/
@@ -80,7 +80,8 @@ Jinja2
 
 # Simple markup language for rendering HTML
 # https://github.com/Python-Markdown/markdown
-Markdown
+# mkdocs currently requires Markdown v3.3
+Markdown<3.4
 
 # File inclusion plugin for Python-Markdown
 # https://github.com/cmacmackin/markdown-include
diff --git a/docs/release-notes/version-3.3.md b/docs/release-notes/version-3.3.md
index 9314cc8eb..daf542022 100644
--- a/docs/release-notes/version-3.3.md
+++ b/docs/release-notes/version-3.3.md
@@ -1,6 +1,6 @@
 # NetBox v3.3
 
-## v3.3.5 (FUTURE)
+## v3.3.5 (2022-10-05)
 
 ### Enhancements
 
diff --git a/netbox/netbox/settings.py b/netbox/netbox/settings.py
index cfd4d231c..03e7eacc0 100644
--- a/netbox/netbox/settings.py
+++ b/netbox/netbox/settings.py
@@ -29,7 +29,7 @@ django.utils.encoding.force_text = force_str
 # Environment setup
 #
 
-VERSION = '3.3.5-dev'
+VERSION = '3.3.5'
 
 # Hostname
 HOSTNAME = platform.node()
diff --git a/requirements.txt b/requirements.txt
index f868c4f0d..ead32eeae 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,10 +1,10 @@
 bleach==5.0.1
-Django==4.0.7
+Django==4.0.8
 django-cors-headers==3.13.0
-django-debug-toolbar==3.6.0
+django-debug-toolbar==3.7.0
 django-filter==22.1
 django-graphiql-debug-toolbar==0.2.0
-django-mptt==0.13.4
+django-mptt==0.14
 django-pglocks==1.0.4
 django-prometheus==2.2.0
 django-redis==5.2.0
@@ -13,24 +13,24 @@ django-rq==2.5.1
 django-tables2==2.4.1
 django-taggit==3.0.0
 django-timezone-field==5.0
-djangorestframework==3.13.1
-drf-yasg[validation]==1.21.3
+djangorestframework==3.14.0
+drf-yasg[validation]==1.21.4
 graphene-django==2.15.0
 gunicorn==20.1.0
 Jinja2==3.1.2
-Markdown==3.4.1
-mkdocs-material==8.5.1
+Markdown==3.3.7
+mkdocs-material==8.5.6
 mkdocstrings[python-legacy]==0.19.0
 netaddr==0.8.0
 Pillow==9.2.0
 psycopg2-binary==2.9.3
 PyYAML==6.0
-sentry-sdk==1.9.8
+sentry-sdk==1.9.10
 social-auth-app-django==5.0.0
 social-auth-core==4.3.0
 svgwrite==1.4.3
 tablib==3.2.1
-tzdata==2022.2
+tzdata==2022.4
 
 # Workaround for #7401
 jsonschema==3.2.0