diff --git a/poetry.lock b/poetry.lock
index afccb50..3942c49 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -16,13 +16,13 @@ pydantic = ">=2.8.2,<3.0.0"
 
 [[package]]
 name = "agentdesk"
-version = "0.2.134"
+version = "0.2.135"
 description = "A desktop for AI agents"
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
-    {file = "agentdesk-0.2.134-py3-none-any.whl", hash = "sha256:ce5f2b17b4aa66a30c2827c851cd303adb132fffdd7bc2a97621d7279b9bc6b8"},
-    {file = "agentdesk-0.2.134.tar.gz", hash = "sha256:8f710fa57650e1fd9e22531c719feabe9b095a1fadf3d6a4707ef5dcb50b8b71"},
+    {file = "agentdesk-0.2.135-py3-none-any.whl", hash = "sha256:4ad33fe8ec59174be527217b291a8eedde7fbcb95f7dcc6f9a50c7eb172fa6bc"},
+    {file = "agentdesk-0.2.135.tar.gz", hash = "sha256:cfd60b529d703371fb593d433b85c155cee9ce5721b272aa1494bdb977fb4271"},
 ]
 
 [package.dependencies]
@@ -5894,4 +5894,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "4e505d7d47ba64625b7a5827234838ea94b26ea6aa9ecdc4266ce85af29ab0b8"
+content-hash = "ec2adb03def2c79abe6054d9e46b6d34f5bf346d2b852e1c604f51cbd41824d2"
diff --git a/pyproject.toml b/pyproject.toml
index 63e894a..5ea86fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "surfkit"
-version = "0.1.421"
+version = "0.1.422"
 description = "A toolkit for building AI agents that use devices"
 authors = ["Patrick Barker <patrickbarkerco@gmail.com>", "Jeffrey Huckabay <jfhucka@gmail.com>"]
 license = "MIT"
@@ -19,7 +19,7 @@ litellm = "^1.35.8"
 rich = "^13.7.1"
 tqdm = "^4.66.4"
 agentcore = "^0.1.2"
-agentdesk = "^0.2.134"
+agentdesk = "^0.2.135"
 taskara = "^0.1.244"
 
 
diff --git a/surfkit/runtime/agent/kube.py b/surfkit/runtime/agent/kube.py
index 1445ced..43ed3ed 100644
--- a/surfkit/runtime/agent/kube.py
+++ b/surfkit/runtime/agent/kube.py
@@ -1227,6 +1227,8 @@ def learn_task_with_job(
         auth_server: str = AGENTSEA_AUTH_URL,
         nebu_server: str = NEBU_SERVER,
         orign_server: str = ORIGN_SERVER,
+        labels: Optional[Dict[str, str]] = None,
+        extra_spec: Optional[Dict[str, str]] = None,
         debug: bool = False,
     ) -> None:
         """
@@ -1323,6 +1325,7 @@ def learn_task_with_job(
         pod_spec = client.V1PodSpec(
             containers=[container],
             restart_policy="Never",
+            **(extra_spec or {})
         )
 
         # Incorporate any relevant annotations/labels
@@ -1332,7 +1335,7 @@ def learn_task_with_job(
             "agent_type": agent_type.name,
             "agent_model": agent_type.to_v1().model_dump_json(),
         }
-        labels = {"provisioner": "surfkit"}
+        labels = {"provisioner": "surfkit", **(labels or {})}
 
         # Construct the pod template
         template = client.V1PodTemplateSpec(