{"type": "article", "title": "Why Your AI Agent Needs an Audit Trail (And How to Build One)", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/why-your-ai-agent-needs-an-audit-trail-and-how-to-build-one", "original_source": "https://dev.to/ankreations/why-your-ai-agent-needs-an-audit-trail-and-how-to-build-one-51d6", "published": "2026-07-14T05:04:00+00:00", "accessed": "2026-07-14", "id": "why-your-ai-agent-needs-an-audit-trail-and-how-to-build-one"}