container_found = client.containers.run(
                    f"docker.all-hands.dev/all-hands-ai/openhands:{OPENHANDS_VERSION}",
                    command="python -m openhands.core.cli",  # Run CLI command directly
                    name=f"openhands-app-{container_id}",
                    environment=environment,
                    volumes=volumes,
                    extra_hosts=extra_hosts,
                    stdin_open=True,
                    tty=True,
                    detach=True
                )

openhands_model = f"litellm_proxy/{model_requested_short}"

            environment = {
                "SANDBOX_RUNTIME_CONTAINER_IMAGE": OPENHANDS_IMAGE,
                "SANDBOX_RM_ALL_CONTAINERS": "false",
                "SANDBOX_KEEP_RUNTIME_ALIVE": "false",
                "SANDBOX_TIMEOUT": "600",
                "WORKSPACE_MOUNT_PATH": WORKSPACE_MOUNT_PATH,
                #"SANDBOX_DOCKER_RUNTIME_KWARGS": "{\"network\": \"docker_archipelago\"}",
                "LLM_MODEL": openhands_model,
                "LLM_BASE_URL": LLM_BASE_URL,
                "LLM_API_KEY": LLM_API_KEY,
                "DEBUG_LLM": "false",
                #"DEBUG_RUNTIME": "true",
                #"DEBUG": "true",
                "LOG_TO_FILE": "true",
                "TRAJECTORIES_PATH": TRAJECTORIES_PATH
            }
            volumes = {
                WORKSPACE_MOUNT_PATH: {"bind": "/opt/workspace_base", "mode": "rw"},
                "/var/run/docker.sock": {"bind": "/var/run/docker.sock", "mode": "rw"},
                f"{WORKSPACE_MOUNT_PATH}/.openhands.toml": {"bind": "/root/.openhands.toml", "mode": "rw"},
            }
            extra_hosts = {"host.docker.internal": "host-gateway"}