diff --git a/docs/evaluation/tutorials/agents.mdx b/docs/evaluation/tutorials/agents.mdx
index 73370ec8..1f4556b3 100644
--- a/docs/evaluation/tutorials/agents.mdx
+++ b/docs/evaluation/tutorials/agents.mdx
@@ -422,7 +422,7 @@ async def gather_info(state: State) -> Command[Literal["lookup", "refund", END]]
 # Graph node for executing the refund.
 # Note that here we inspect the runtime config for an "env" variable.
 # If "env" is set to "test", then we don't actually delete any rows from our database.
-# This will become important when we're runnign our evaluations.
+# This will become important when we're running our evaluations.
 #region
 def refund(state: State, config: RunnableConfig) -> dict:
     # Whether to mock the deletion. True if the configurable var 'env' is set to 'test'.