diff --git a/src/_bentoml_sdk/images.py b/src/_bentoml_sdk/images.py
index 1f394734b54..f43f6742fd2 100644
--- a/src/_bentoml_sdk/images.py
+++ b/src/_bentoml_sdk/images.py
@@ -11,6 +11,7 @@
 
 from bentoml._internal.bento.bento import ImageInfo
 from bentoml._internal.bento.build_config import BentoBuildConfig
+from bentoml._internal.configuration import DEFAULT_LOCK_PLATFORM
 from bentoml._internal.configuration import get_bentoml_requirement
 from bentoml._internal.configuration import get_debug_mode
 from bentoml._internal.configuration import get_quiet_mode
@@ -132,7 +133,7 @@ def _freeze_python_requirements(self, platform_: str | None = None) -> str:
                     "Locking packages for x86_64-unknown-linux-gnu. "
                     "Pass `--platform` option to specify the platform."
                 )
-                lock_args.extend(["--python-platform", "linux"])
+                lock_args.extend(["--python-platform", DEFAULT_LOCK_PLATFORM])
             cmd = [sys.executable, "-m", "uv", "pip", "compile", *lock_args]
             try:
                 subprocess.check_call(
diff --git a/src/bentoml/_internal/bento/build_config.py b/src/bentoml/_internal/bento/build_config.py
index e5925b6b983..be66efedfa4 100644
--- a/src/bentoml/_internal/bento/build_config.py
+++ b/src/bentoml/_internal/bento/build_config.py
@@ -20,6 +20,7 @@
 
 from ...exceptions import BentoMLException
 from ...exceptions import InvalidArgument
+from ..configuration import DEFAULT_LOCK_PLATFORM
 from ..configuration import clean_bentoml_version
 from ..configuration import get_bentoml_requirement
 from ..configuration import get_debug_mode
@@ -670,7 +671,7 @@ def write_to_bento(
                     "Locking packages for x86_64-unknown-linux-gnu. "
                     "Pass `--platform` option to specify the platform."
                 )
-                pip_compile_args.extend(["--python-platform", "linux"])
+                pip_compile_args.extend(["--python-platform", DEFAULT_LOCK_PLATFORM])
             cmd = [sys.executable, "-m", "uv", "pip", "compile"]
             cmd.extend(pip_compile_args)
             try:
diff --git a/src/bentoml/_internal/configuration/__init__.py b/src/bentoml/_internal/configuration/__init__.py
index dbee03250cf..2e5ba99d993 100644
--- a/src/bentoml/_internal/configuration/__init__.py
+++ b/src/bentoml/_internal/configuration/__init__.py
@@ -28,6 +28,8 @@
 CONFIG_OVERRIDE_JSON_ENV_VAR = "BENTOML_CONFIG_OVERRIDES"
 # https://github.com/grpc/grpc/blob/master/doc/environment_variables.md
 GRPC_DEBUG_ENV_VAR = "GRPC_VERBOSITY"
+# The glibc version of python:3.11-slim image
+DEFAULT_LOCK_PLATFORM = "x86_64-manylinux_2_36"
 
 
 def get_bentoml_version() -> str:
diff --git a/src/bentoml_cli/bentos.py b/src/bentoml_cli/bentos.py
index 847fb93cbb7..7cfc8e5a15e 100644
--- a/src/bentoml_cli/bentos.py
+++ b/src/bentoml_cli/bentos.py
@@ -50,9 +50,27 @@
     "x86_64-manylinux_2_17",
     "x86_64-manylinux_2_28",
     "x86_64-manylinux_2_31",
+    "x86_64-manylinux_2_32",
+    "x86_64-manylinux_2_33",
+    "x86_64-manylinux_2_34",
+    "x86_64-manylinux_2_35",
+    "x86_64-manylinux_2_36",
+    "x86_64-manylinux_2_37",
+    "x86_64-manylinux_2_38",
+    "x86_64-manylinux_2_39",
+    "x86_64-manylinux_2_40",
     "aarch64-manylinux_2_17",
     "aarch64-manylinux_2_28",
     "aarch64-manylinux_2_31",
+    "aarch64-manylinux_2_32",
+    "aarch64-manylinux_2_33",
+    "aarch64-manylinux_2_34",
+    "aarch64-manylinux_2_35",
+    "aarch64-manylinux_2_36",
+    "aarch64-manylinux_2_37",
+    "aarch64-manylinux_2_38",
+    "aarch64-manylinux_2_39",
+    "aarch64-manylinux_2_40",
 ]