{
  "id": 219751,
  "title": "Designing AI Agents That Can Self-Correct",
  "url": "https://urgent.news/2026/08/06/designing-ai-agents-that-can-self-correct",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-06T11:13:29.000Z",
  "source": {
    "name": "Machine Learning Mastery",
    "slug": "machine-learning-mastery",
    "url": "https://machinelearningmastery.com/designing-ai-agents-that-can-self-correct/"
  },
  "original_language": "en",
  "account": null,
  "summary": "With the vocabulary and the failure modes in place, here's the build.",
  "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."
}