diff --git a/tools/idf_py_actions/debug_ext.py b/tools/idf_py_actions/debug_ext.py
index 3209ba3f2433..f319d023fae2 100644
--- a/tools/idf_py_actions/debug_ext.py
+++ b/tools/idf_py_actions/debug_ext.py
@@ -256,7 +256,7 @@ def generate_gdbinit_files(gdb: str, gdbinit: Optional[str], project_desc: Dict[
             raise FatalError('ELF file not found. You need to build & flash the project before running debug targets')
 
         # Recreate empty 'gdbinit' directory
-        gdbinit_dir = os.path.join(project_desc['build_dir'], 'gdbinit')
+        gdbinit_dir = '/'.join([project_desc['build_dir'], 'gdbinit'])
         if os.path.isfile(gdbinit_dir):
             os.remove(gdbinit_dir)
         elif os.path.isdir(gdbinit_dir):
@@ -264,7 +264,7 @@ def generate_gdbinit_files(gdb: str, gdbinit: Optional[str], project_desc: Dict[
         os.mkdir(gdbinit_dir)
 
         # Prepare gdbinit for Python GDB extensions import
-        py_extensions = os.path.join(gdbinit_dir, 'py_extensions')
+        py_extensions = '/'.join([gdbinit_dir, 'py_extensions'])
         with open(py_extensions, 'w') as f:
             if is_gdb_with_python(gdb):
                 f.write(GDBINIT_PYTHON_TEMPLATE.format(sys_path=sys.path))
@@ -272,7 +272,7 @@ def generate_gdbinit_files(gdb: str, gdbinit: Optional[str], project_desc: Dict[
                 f.write(GDBINIT_PYTHON_NOT_SUPPORTED)
 
         # Prepare gdbinit for related ELFs symbols load
-        symbols = os.path.join(gdbinit_dir, 'symbols')
+        symbols = '/'.join([gdbinit_dir, 'symbols'])
         with open(symbols, 'w') as f:
             boot_elf = get_normalized_path(project_desc['bootloader_elf']) if 'bootloader_elf' in project_desc else None
             if boot_elf and os.path.exists(boot_elf):
@@ -284,7 +284,7 @@ def generate_gdbinit_files(gdb: str, gdbinit: Optional[str], project_desc: Dict[
 
         # Generate the gdbinit for target connect if no custom gdbinit is present
         if not gdbinit:
-            gdbinit = os.path.join(gdbinit_dir, 'connect')
+            gdbinit = '/'.join([gdbinit_dir, 'connect'])
             with open(gdbinit, 'w') as f:
                 f.write(GDBINIT_CONNECT)