diff --git a/lxc_autoscale_ml/api/scaling.py b/lxc_autoscale_ml/api/scaling.py
new file mode 100644
index 0000000..b0b1c39
--- /dev/null
+++ b/lxc_autoscale_ml/api/scaling.py
@@ -0,0 +1,26 @@
+from lxc_management import LXCManager
+from utils import create_response, handle_error
+
+def scale_cpu(vm_id, cores):
+    try:
+        lxc_manager = LXCManager()
+        result = lxc_manager.scale_cpu(vm_id, cores)
+        return create_response(data=result, message=f"CPU cores set to {cores} for container {vm_id}")
+    except Exception as e:
+        return handle_error(e)
+
+def scale_ram(vm_id, memory):
+    try:
+        lxc_manager = LXCManager()
+        result = lxc_manager.scale_ram(vm_id, memory)
+        return create_response(data=result, message=f"RAM set to {memory} MB for container {vm_id}")
+    except Exception as e:
+        return handle_error(e)
+
+def resize_storage(vm_id, disk_size):
+    try:
+        lxc_manager = LXCManager()
+        result = lxc_manager.resize_storage(vm_id, disk_size)
+        return create_response(data=result, message=f"Storage increased by {disk_size} GB for container {vm_id}")
+    except Exception as e:
+        return handle_error(e)