{
  "id": 197866,
  "title": "I built an open-source audit trail for AI agents (after mine silently failed for hours)",
  "url": "https://urgent.news/2026/08/06/i-built-an-open-source-audit-trail-for-ai-agents-after-mine-silently",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-06T00:35:16.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/bobby_kkr_a51ae637362832a/i-built-an-open-source-audit-trail-for-ai-agents-after-mine-silently-failed-for-hours-3ckl"
  },
  "original_language": "en",
  "account": null,
  "summary": "The problem I was running a multi-agent pipeline and one of my agents silently failed. The only alert I got said \"daily loss limit reached\" — completely misleading. The real cause was a missing file the agent never reported. I had zero visibility into what any agent had actually done. What I built AgentLens — a Python SDK for AI agent governance. Three modules: Audit trail — every LLM call and…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}