fix typos
diff --git a/benchmark/RESULTS.md b/benchmark/RESULTS.md
index 200cfc2835..5e39d2e2e9 100644
--- a/benchmark/RESULTS.md
+++ b/benchmark/RESULTS.md
@@ -66,7 +66,7 @@ Uncaught ReferenceError: module is not defined
 
 - failure mode: placeholder text
 
-url_shortner starts but gets the error:
+url_shortener starts but gets the error:
   SQLite objects created in a thread can only be used in that same thread. The object was created in thread id 8636125824 and this is thread id 13021003776.
 
 markdown_editor:
diff --git a/gpt_engineer/steps.py b/gpt_engineer/steps.py
index 31f0b6ef8f..503aad065e 100644
--- a/gpt_engineer/steps.py
+++ b/gpt_engineer/steps.py
@@ -181,7 +181,7 @@ def gen_entrypoint(ai, dbs):
             "From this you will answer with code blocks that includes all the necessary "
             "unix terminal commands to "
             "a) install dependencies "
-            "b) run all necessary parts of the codebase (in parallell if necessary).\n"
+            "b) run all necessary parts of the codebase (in parallel if necessary).\n"
             "Do not install globally. Do not use sudo.\n"
             "Do not explain the code, just give the commands.\n"
             "Do not use placeholders, use example values (like . for a folder argument) "
