{"type": "article", "title": "When the Model Is the Bug: Debugging Non-Deterministic Failures in AI-Augmented State Management", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-the-model-is-the-bug-debugging-non-deterministic-failures-in-ai-augmented", "original_source": "https://dev.to/tamizuddin/when-the-model-is-the-bug-debugging-non-deterministic-failures-in-ai-augmented-state-management-5a3f", "published": "2026-10-07T18:00:54+00:00", "accessed": "2026-10-07", "id": "when-the-model-is-the-bug-debugging-non-deterministic-failures-in-ai-augmented"}