diff --git a/.github/workflows/track-prs-for-release.yml b/.github/workflows/track-prs-for-release.yml
index 1dcbe949d0f..236b6edbc78 100644
--- a/.github/workflows/track-prs-for-release.yml
+++ b/.github/workflows/track-prs-for-release.yml
@@ -31,6 +31,7 @@ jobs:
           private_key: ${{ secrets.RELEASE_APP_PRIVATE_KEY }}
       - name: Handle merged PR
         env:
+          CASPER_TOKEN: ${{ secrets.CASPER_TOKEN }}
           GITHUB_TOKEN: ${{ steps.generate_token.outputs.token }}
           PR_ID: ${{ github.event.pull_request.node_id }}
         run: tools/scripts/track-pr pr-merged "$PR_ID"
@@ -51,6 +52,7 @@ jobs:
           private_key: ${{ secrets.RELEASE_APP_PRIVATE_KEY }}
       - name: Handle labeled PR
         env:
+          CASPER_TOKEN: ${{ secrets.CASPER_TOKEN }}
           GITHUB_TOKEN: ${{ steps.generate_token.outputs.token }}
           PR_ID: ${{ github.event.pull_request.node_id }}
           PR_LABEL: ${{ github.event.label.name }}
diff --git a/.isort.cfg b/.isort.cfg
index 06bb33573d7..f3407f6d977 100644
--- a/.isort.cfg
+++ b/.isort.cfg
@@ -2,5 +2,5 @@
 profile = black
 skip_glob = **/__init__.py
 default_section = THIRDPARTY
-known_first_party = determined,tests
+known_first_party = determined,tests,gql
 line_length = 100
diff --git a/tools/scripts/gql.py b/tools/scripts/gql.py
index c5a7a464a72..213ae1aeb90 100644
--- a/tools/scripts/gql.py
+++ b/tools/scripts/gql.py
@@ -164,11 +164,12 @@ def __call__(self, **args: Any) -> Any:
 """
 )
 
-get_pr_merge_commit = GraphQLQuery(
+get_pr_merge_commit_and_url = GraphQLQuery(
     """
 query($id: ID!) {
   node(id: $id) {
     ... on PullRequest {
+      url
       mergeCommit {
         oid
       }
diff --git a/tools/scripts/track-pr b/tools/scripts/track-pr
index cd58a8b50ee..63ca31e5eff 100755
--- a/tools/scripts/track-pr
+++ b/tools/scripts/track-pr
@@ -30,6 +30,8 @@ import subprocess
 import sys
 from typing import Callable, Optional
 
+import requests
+
 import gql
 
 TEST = os.environ.get("RELEASE_TEST") == "1"
@@ -46,6 +48,7 @@ FIX_OPEN_STATUS = "Fix (open)"
 FIX_CONFLICT_STATUS = "Fix (conflict)"
 
 GITHUB_TOKEN = os.environ["GITHUB_TOKEN"]
+CASPER_TOKEN = os.environ["CASPER_TOKEN"]
 
 
 def run(*args, check=True, quiet=False, **kwargs):
@@ -117,7 +120,8 @@ def cherry_pick_pr(pr_id: str) -> None:
         add_item_to_project(current_project_id(), pr_id, FIX_CONFLICT_STATUS)
         return
 
-    pr_commit = gql.get_pr_merge_commit(id=pr_id)["node"]["mergeCommit"]["oid"]
+    pr = gql.get_pr_merge_commit_and_url(id=pr_id)["node"]
+    pr_commit = pr["mergeCommit"]["oid"]
     print(f"Cherry-picking {pr_commit}")
 
     try:
@@ -173,8 +177,12 @@ def cherry_pick_pr(pr_id: str) -> None:
 
         traceback.print_exc()
         print("Cherry-pick failed, adding PR as conflicted")
-        # TODO Notify a human.
         add_item_to_project(current_project_id(), pr_id, FIX_CONFLICT_STATUS)
+        requests.post(
+            "https://casper.internal.infra.determined.ai/hubot/conflict",
+            headers={"X-Casper-Token": CASPER_TOKEN},
+            json={"url": pr["url"]},
+        )
 
 
 class Actions: