diff --git a/llama_toolchain/cli/stack/configure.py b/llama_toolchain/cli/stack/configure.py
index 7ae5c1378..615c2ce04 100644
--- a/llama_toolchain/cli/stack/configure.py
+++ b/llama_toolchain/cli/stack/configure.py
@@ -58,7 +58,52 @@ class StackConfigure(Subcommand):
 
         self._configure_llama_distribution(build_config)
 
-    def _configure_llama_distribution(self, build_config: BuildConfig) -> None:
+    def _configure_llama_distribution(self, build_config: BuildConfig):
+        from llama_toolchain.common.serialize import EnumEncoder
+        from llama_toolchain.core.configure import configure_api_providers
+
+        builds_dir = BUILDS_BASE_DIR / build_config.image_type
+        os.makedirs(builds_dir, exist_ok=True)
+        package_name = build_config.name.replace("::", "-")
+        package_file = builds_dir / f"{package_name}-run.yaml"
+
+        api2providers = build_config.distribution_spec.providers
+
+        stub_config = {
+            api_str: {"provider_type": provider}
+            for api_str, provider in api2providers.items()
+        }
+
+        if package_file.exists():
+            cprint(
+                f"Configuration already exists for {build_config.distribution}. Will overwrite...",
+                "yellow",
+                attrs=["bold"],
+            )
+            config = PackageConfig(**yaml.safe_load(package_file.read_text()))
+        else:
+            config = PackageConfig(
+                built_at=datetime.now(),
+                package_name=package_name,
+                providers=stub_config,
+            )
+
+        config.providers = configure_api_providers(config.providers)
+        config.distribution_type = build_config.distribution_spec.distribution_type
+        config.docker_image = (
+            package_name if build_config.image_type == "docker" else None
+        )
+        config.conda_env = package_name if build_config.image_type == "conda" else None
+
+        with open(package_file, "w") as f:
+            to_write = json.loads(json.dumps(config.dict(), cls=EnumEncoder))
+            f.write(yaml.dump(to_write, sort_keys=False))
+
+        print(f"YAML configuration has been written to {package_file}")
+
+    def _configure_llama_distribution_DEPRECATED(
+        self, build_config: BuildConfig
+    ) -> None:
         from llama_toolchain.common.serialize import EnumEncoder
         from llama_toolchain.core.configure import configure_api_providers
         from llama_toolchain.core.distribution import api_providers