async def run_qa_agent(generated_code: dict) -> dict:
    """
    Agent QA minimal :
    - renvoie un statut de validation simulé
    """
    return {
        "status": "passed",
        "logs": [],
        "checked_files": generated_code.get("tree", []),
    }