diff --git a/.github/workflows/py3.yml b/.github/workflows/py3.yml
index 82c74b6c..a089652a 100644
--- a/.github/workflows/py3.yml
+++ b/.github/workflows/py3.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
       matrix:
         python: ["3.10", "3.11", "3.12"]
-        netbox: ["4.1", "4.2", "4.3"]
+        netbox: ["4.2", "4.3", "4.4"]
 
     steps:
       - uses: actions/checkout@v4
@@ -26,6 +26,11 @@ jobs:
       - name: Install dev requirements
         run: pip install -r requirements-dev.txt .
 
+      - name: Free up Docker resources
+        run: |
+          docker system prune -af --volumes
+          docker network prune -f
+
       - name: Run Linter
         run: black --diff --check pynetbox tests
           
diff --git a/docs/development/getting-started.md b/docs/development/getting-started.md
index 42fb64f2..9ab3a075 100644
--- a/docs/development/getting-started.md
+++ b/docs/development/getting-started.md
@@ -39,7 +39,7 @@ pytest tests/integration
 You can specify which versions of NetBox to test against using the `--netbox-versions` flag:
 
 ```bash
-pytest tests/integration --netbox-versions 4.1 4.2 4.3
+pytest tests/integration --netbox-versions 4.2 4.3 4.4
 ```
 
 ### Running Specific Tests
diff --git a/tests/conftest.py b/tests/conftest.py
index fdc9327c..2fe39053 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,7 +3,7 @@
 import pytest
 from packaging import version
 
-DEFAULT_NETBOX_VERSIONS = "4.3"
+DEFAULT_NETBOX_VERSIONS = "4.4"
 
 
 def pytest_addoption(parser):
diff --git a/tests/integration/conftest.py b/tests/integration/conftest.py
index 127379f7..5d8c0121 100644
--- a/tests/integration/conftest.py
+++ b/tests/integration/conftest.py
@@ -26,12 +26,12 @@ def get_netbox_docker_version_tag(netbox_version):
     """
     major, minor = netbox_version.major, netbox_version.minor
 
-    if (major, minor) == (4, 1):
-        tag = "3.0.2"
-    elif (major, minor) == (4, 2):
-        tag = "3.2.0"
+    if (major, minor) == (4, 2):
+        tag = "3.2.1"
     elif (major, minor) == (4, 3):
         tag = "3.3.0"
+    elif (major, minor) == (4, 4):
+        tag = "3.4.2"
     else:
         raise NotImplementedError(
             "Version %s is not currently supported" % netbox_version
@@ -263,6 +263,16 @@ def docker_compose_file(pytestconfig, netbox_docker_repo_dirpaths):
                     # ensure the netbox container listens on a random port
                     new_services[new_service_name]["ports"] = ["8080"]
 
+                    # Increase health check timeouts for GitHub Actions runners
+                    # which may have more resource constraints
+                    new_services[new_service_name]["healthcheck"] = {
+                        "test": "curl -f http://localhost:8080/login/ || exit 1",
+                        "start_period": "180s",  # Increased from 90s
+                        "timeout": "10s",  # Increased from 3s
+                        "interval": "15s",
+                        "retries": 5,
+                    }
+
                 # set the network and an alias to the proper short name of the container
                 # within that network
                 new_services[new_service_name]["networks"] = {