https://blog.chuanxilu.net/en/tags/watchdog/Recent content in Watchdog on Chuanxilu for Skilled Homo sapiensHugoen-USSat, 04 Jul 2026 07:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/07/aristotle-v16-watchdog-intervention-bridge/Sat, 04 Jul 2026 07:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/07/aristotle-v16-watchdog-intervention-bridge/The first five articles all answered one question: how to make AI remember its mistakes. But some mistakes cost too much to wait for "next time." Files are being corrupted, commits are being polluted right now. Reflection cannot undo damage already done. v1.6 introduces the Watchdog-Intervention Bridge: no more waiting for post-mortem, intercept violations the moment they occur.