{"slug": "the-agentic-trend-is-masking-a-deep-infrastructure-problem", "title": "The 'Agentic' Trend is Masking a Deep Infrastructure Problem", "summary": "A developer argues that the 'agentic' trend in AI is masking a deep infrastructure problem, noting that most frameworks treat agents as black boxes and rely on flat RAG implementations for state management, leading to catastrophic context drift in long-term tasks. The developer calls for bi-temporal architectures at the storage layer.", "body_md": "# The 'Agentic' Trend is Masking a Deep Infrastructure Problem\n\nMost frameworks treat agents as black boxes. But if you look closely, the state management layer is usually just a flat RAG implementation. This causes catastrophic context drift in long-term tasks. We need bi-temporal architectures at the storage layer.", "url": "https://wpnews.pro/news/the-agentic-trend-is-masking-a-deep-infrastructure-problem", "canonical_source": "https://dev.to/shiv_s_hankar/the-agentic-trend-is-masking-a-deep-infrastructure-problem-57no", "published_at": "2026-08-02 12:05:36+00:00", "updated_at": "2026-08-02 12:13:08.268052+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-infrastructure"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/the-agentic-trend-is-masking-a-deep-infrastructure-problem", "markdown": "https://wpnews.pro/news/the-agentic-trend-is-masking-a-deep-infrastructure-problem.md", "text": "https://wpnews.pro/news/the-agentic-trend-is-masking-a-deep-infrastructure-problem.txt", "jsonld": "https://wpnews.pro/news/the-agentic-trend-is-masking-a-deep-infrastructure-problem.jsonld"}}