{
  "id": 3414488,
  "title": "When should Codex use multiple agents? A benchmark, not a slogan",
  "url": "https://urgent.news/2026/08/26/when-should-codex-use-multiple-agents-a-benchmark-not-a-slogan",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-26T03:29:19.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/tam_nguyenvan_1f689d35bc9/when-should-codex-use-multiple-agents-a-benchmark-not-a-slogan-4fp8"
  },
  "original_language": "en",
  "account": null,
  "summary": "More agents do not automatically produce better engineering. They usually add total tokens, duplicated context, handoff delay, and integration risk. Their defensible advantages are narrower: reduced elapsed time for independent work, isolated investigation, or specialist evidence that one agent might omit. The useful question is therefore not “Can this task use subagents?” It is: Does this task…",
  "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."
}