diff --git a/docs/applications/development/workflows-api.md b/docs/applications/development/workflows-api.md
index bf2e428d..5ccc50e2 100644
--- a/docs/applications/development/workflows-api.md
+++ b/docs/applications/development/workflows-api.md
@@ -140,7 +140,25 @@ op = operations.SingleTaskOperation('my-op-', my_task, shared_directory=shared_d
 op.execute()
 ```
 
+## Specify resources
 
+Resources can be directly specified in the task as:
+
+```python
+from cloudharness.workflows import operations, tasks
+
+my_task = tasks.CustomTask('my-gpu', 'myapp-mytask', resources={"requests": {"cpu": "50m", "memory": "128Mi"}, "limits": {"memory": "256Mi"}})
+op = operations.PipelineOperation('my-op-gpu-', [my_task])
+```
+
+To use a gpu specify the resource like:
+
+```python
+from cloudharness.workflows import operations, tasks
+
+my_task = tasks.CustomTask('my-gpu', 'myapp-mytask', resources={"limits": {"nvidia.com/gpu": 1}})
+op = operations.PipelineOperation('my-op-gpu-', [my_task])
+```
 
 ## Pod execution context / affinity
 
diff --git a/libraries/cloudharness-common/tests/test_workflow.py b/libraries/cloudharness-common/tests/test_workflow.py
index 35a1933f..6b007b96 100644
--- a/libraries/cloudharness-common/tests/test_workflow.py
+++ b/libraries/cloudharness-common/tests/test_workflow.py
@@ -15,6 +15,7 @@
 set_debug()
 
 execute = False
+verbose = True
 
 assert 'registry' in CloudharnessConfig.get_configuration()
 
@@ -286,3 +287,17 @@ def f():
             'matchExpressions'][0]
     assert affinity_expr['key'] == 'c'
     assert affinity_expr['values'][0] == 'd'
+
+
+def test_gpu_workflow():
+
+    
+    from cloudharness.workflows import operations, tasks
+
+    my_task = tasks.CustomTask('my-gpu', 'myapp-mytask', resources={"limits": {"nvidia.com/gpu": 1}})
+    op = operations.PipelineOperation('my-op-gpu-', [my_task])
+    wf = op.to_workflow()
+
+    if verbose:
+        print('\n', yaml.dump(wf))
+    assert "nvidia.com/gpu" in wf['spec']['templates'][1]["container"]["resources"]["limits"]
\ No newline at end of file