diff --git a/vetiver/server.py b/vetiver/server.py
index eea55ab..cf7d24b 100644
--- a/vetiver/server.py
+++ b/vetiver/server.py
@@ -1,21 +1,20 @@
-from typing import Callable, List, Union
-from urllib.parse import urljoin
-
 import re
 import httpx
 import json
-import pandas as pd
 import requests
 import uvicorn
+import logging
+import pandas as pd
 from fastapi import FastAPI, Request, testclient
 from fastapi.exceptions import RequestValidationError
 from fastapi.openapi.utils import get_openapi
-from fastapi.responses import HTMLResponse, RedirectResponse
-from fastapi.responses import PlainTextResponse
+from fastapi.responses import HTMLResponse, RedirectResponse, PlainTextResponse
 from textwrap import dedent
 from warnings import warn
+from urllib.parse import urljoin
+from typing import Callable, List, Union
 
-from .utils import _jupyter_nb
+from .utils import _jupyter_nb, get_workbench_path
 from .vetiver_model import VetiverModel
 from .meta import VetiverMeta
 from .helpers import api_data_to_frame, response_to_frame
@@ -71,6 +70,7 @@ def __init__(
         self.model = model
         self.app_factory = app_factory
         self.app = app_factory()
+        self.workbench_path = None
 
         if "check_ptype" in kwargs:
             check_prototype = kwargs.pop("check_ptype")
@@ -93,6 +93,14 @@ def _init_app(self):
         app = self.app
         app.openapi = self._custom_openapi
 
+        @app.on_event("startup")
+        async def startup_event():
+            logger = logging.getLogger("uvicorn.error")
+            if self.workbench_path:
+                logger.info(f"VetiverAPI starting at {self.workbench_path}")
+            else:
+                logger.info("VetiverAPI starting...")
+
         @app.get("/", include_in_schema=False)
         def docs_redirect():
 
@@ -261,7 +269,14 @@ def run(self, port: int = 8000, host: str = "127.0.0.1", **kw):
         >>> v_api.run()     # doctest: +SKIP
         """
         _jupyter_nb()
-        uvicorn.run(self.app, port=port, host=host, **kw)
+        self.workbench_path = get_workbench_path(port)
+
+        if self.workbench_path:
+            uvicorn.run(
+                self.app, port=port, host=host, root_path=self.workbench_path, **kw
+            )
+        else:
+            uvicorn.run(self.app, port=port, host=host, **kw)
 
     def _custom_openapi(self):
         import vetiver
diff --git a/vetiver/tests/test_xgboost.py b/vetiver/tests/test_xgboost.py
index 425898a..ed54c86 100644
--- a/vetiver/tests/test_xgboost.py
+++ b/vetiver/tests/test_xgboost.py
@@ -5,10 +5,17 @@
 from vetiver.data import mtcars  # noqa
 from vetiver.handlers.xgboost import XGBoostHandler  # noqa
 import numpy as np  # noqa
+import sys  # noqa
 from fastapi.testclient import TestClient  # noqa
 
 import vetiver  # noqa
 
+# hack since xgboost 2.0 dropped 3.7 support
+if sys.version_info[0] == 3 and sys.version_info[1] < 8:
+    PREDICT_VALUE = 21.064373016357422
+else:
+    PREDICT_VALUE = 19.963224411010742
+
 
 @pytest.fixture
 def xgb_model():
@@ -57,7 +64,7 @@ def test_vetiver_build(vetiver_client):
 
     response = vetiver.predict(endpoint=vetiver_client, data=data)
 
-    assert response.iloc[0, 0] == 21.064373016357422
+    assert response.iloc[0, 0] == PREDICT_VALUE
     assert len(response) == 1
 
 
@@ -66,7 +73,7 @@ def test_batch(vetiver_client):
 
     response = vetiver.predict(endpoint=vetiver_client, data=data)
 
-    assert response.iloc[0, 0] == 21.064373016357422
+    assert response.iloc[0, 0] == PREDICT_VALUE
     assert len(response) == 3
 
 
@@ -75,7 +82,7 @@ def test_no_ptype(vetiver_client_check_ptype_false):
 
     response = vetiver.predict(endpoint=vetiver_client_check_ptype_false, data=data)
 
-    assert response.iloc[0, 0] == 21.064373016357422
+    assert response.iloc[0, 0] == PREDICT_VALUE
     assert len(response) == 1
 
 
diff --git a/vetiver/utils.py b/vetiver/utils.py
index dd7ecb1..c910aea 100644
--- a/vetiver/utils.py
+++ b/vetiver/utils.py
@@ -1,6 +1,8 @@
 import nest_asyncio
 import warnings
 import sys
+import os
+import subprocess
 from types import SimpleNamespace
 
 no_notebook = False
@@ -14,8 +16,8 @@ def _jupyter_nb():
 
     if not no_notebook:
         warnings.warn(
-            "WARNING: Jupyter Notebooks are not considered stable environments "
-            "for production code"
+            "You may be running from a notebook environment. Jupyter Notebooks are "
+            "not considered stable environments for production code"
         )
         nest_asyncio.apply()
     else:
@@ -31,3 +33,23 @@ def inform(log, msg):
 
     if not modelcard_options.quiet:
         print(msg, file=sys.stderr)
+
+
+def get_workbench_path(port):
+    # check to see if in Posit Workbench, pulled from FastAPI section of user guide
+    # https://docs.posit.co/ide/server-pro/user/vs-code/guide/proxying-web-servers.html#running-fastapi-with-uvicorn # noqa
+
+    if "RS_SERVER_URL" in os.environ and os.environ["RS_SERVER_URL"]:
+        path = (
+            subprocess.run(
+                f"echo $(/usr/lib/rstudio-server/bin/rserver-url -l {port})",
+                stdout=subprocess.PIPE,
+                shell=True,
+            )
+            .stdout.decode()
+            .strip()
+        )
+        # subprocess is run, new URL given
+        return path
+    else:
+        return None