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- generation_task_repository: add cleanup_stale_pending() method marks status=pending + created_at > timeout as failed with error_message="pending timeout: auto cleanup" - _startup.py: add cleanup_stale_pending_tasks() function with PENDING_TASK_TIMEOUT_MINUTES = 30 constant - cleanup.py: new Celery scheduled task worker.cleanup_stale_pending_tasks - celery_app.py: add beat_schedule, runs every 10 minutes (600s) - entrypoint-worker.sh: add -B flag for embedded celery beat - 6 unit tests for cleanup_stale_pending