{"type": "article", "title": "AI Agent Audit Trails: Manual Logging vs. AgentLedger", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ai-agent-audit-trails-manual-logging-vs-agentledger", "original_source": "https://dev.to/forgeflows/ai-agent-audit-trails-manual-logging-vs-agentledger-1lk5", "published": "2026-07-09T18:03:59+00:00", "accessed": "2026-07-09", "id": "ai-agent-audit-trails-manual-logging-vs-agentledger"}