settings = Settings()
    logging.info(f"Using config: {settings.model_dump_json()}")
    rate_limiter.speed_multiplier = settings.speed_multiplier
    g = Github(settings.github_token.get_secret_value())
    repo = g.get_repo(settings.github_repository)

    discussion_nodes = get_discussion_nodes(settings=settings)
    experts_results = get_discussions_experts(discussion_nodes=discussion_nodes)

    authors = experts_results.authors

    print("Pushing branch")
    subprocess.run(["git", "push", "origin", branch_name], check=True)
    if not commit_in_place:
        print("Creating PR")
        g = Github(github_token)
        gh_repo = g.get_repo(github_repository)
        body = (
            message
            + "\n\nThis PR was created automatically using LLMs."