diff --git a/.jules/bolt.md b/.jules/bolt.md
new file mode 100644
index 0000000000..a82bf23efb
--- /dev/null
+++ b/.jules/bolt.md
@@ -0,0 +1,4 @@
+
+## 2024-05-24 - Optimize path containment checks
+**Learning:** `os.path.commonpath` is a significant bottleneck for frequent path containment checks due to internal list allocations and path splitting overhead.
+**Action:** Use `os.path.abspath` and `str.startswith()` instead, conditionally appending a trailing `os.sep` to the absolute directory before comparison to prevent path traversal bugs (e.g., `abs_path == abs_dir or abs_path.startswith(abs_dir + ('' if abs_dir.endswith(os.sep) else os.sep))`).
diff --git a/helpers/files.py b/helpers/files.py
index c77ab54cf1..cd5d763c8c 100644
--- a/helpers/files.py
+++ b/helpers/files.py
@@ -653,7 +653,8 @@ def is_in_dir(path: str, dir: str):
     # check if the given path is within the directory
     abs_path = os.path.abspath(path)
     abs_dir = os.path.abspath(dir)
-    return os.path.commonpath([abs_path, abs_dir]) == abs_dir
+    # ⚡ Bolt Optimization: Use string prefix matching instead of commonpath to avoid list allocations and path splitting overhead
+    return abs_path == abs_dir or abs_path.startswith(abs_dir + ('' if abs_dir.endswith(os.sep) else os.sep))
 
 
 def get_subdirectories(