{"type": "article", "title": "pi-duplex", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/pi-duplex", "original_source": "https://diverging.run/checkpoints/pi-duplex/", "published": "2026-08-25T04:00:00+00:00", "accessed": "2026-09-04", "id": "pi-duplex"}