{
  "id": 674930,
  "title": "Enabling Agent 3 to Self-Test at Scale with REPL-Based Verification",
  "url": "https://urgent.news/2026/08/12/enabling-agent-3-to-self-test-at-scale-with-repl-based-verification",
  "topic": "world",
  "section": "World",
  "published": "2026-08-12T15:32:15.000Z",
  "source": {
    "name": "ByteByteGo",
    "slug": "bytebytego",
    "url": "https://substack.com/redirect/b3145b6d-6411-4ac5-bc67-cef6571510cf?j=eyJ1IjoiZmlkcCJ9.pnyEZjqV_w9V_ijwnn7kvg0QBcTYN6DOzhd40tD1IuU"
  },
  "original_language": "en",
  "account": null,
  "summary": null,
  "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."
}