{
  "id": 18567660,
  "title": "I Handed My Business to Four Different AIs Today. Two of Them Invented Facts. Here's the System That Caught Them.",
  "url": "https://urgent.news/2026/11/06/i-handed-my-business-to-four-different-ais-today-two-of-them-invented",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-11-06T21:08:30.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/sunnyops/i-handed-my-business-to-four-different-ais-today-two-of-them-invented-facts-heres-the-system-1b30"
  },
  "original_language": "en",
  "account": "The author possesses a small e-commerce business, which is operated by an AI chief of staff. This AI holds various live tools such as storefronts, ad accounts, supplier threads, and scheduled jobs. However, this AI has a significant weakness - whenever a session concludes, the next AI brain starts from scratch, losing all previous knowledge unless it is documented. To address this issue, the author created a continuity file, a master handover document that contains all essential information about the business, including the current verified state, rules, and access details. Additionally, a cold-start prompt was developed to ensure that the new AI brain understands and adheres to the continuity file's contents before taking any actions. Furthermore, the author implemented a bench relay system, consisting of multiple AI models, to serve as advisors during the handover process. The answers provided by these AI models are graded based on their sources of information. The author then subjected this entire system to rigorous testing, by running four stress tests, each involving a full poll where the AI answers were graded against live records before being utilized.",
  "summary": "Seller disclosure, up front: I sell a template kit version of the system described below — The Continuity Kit, $39 on Gumroad — and I give away a free skeleton edition . This article is the demonstration, not the pitch: everything essential is described concretely enough to build your own version from scratch. One more disclosure, because it matters more: the operation running this system has…",
  "key_points": [
    "Author created a continuity file to maintain business knowledge across AI transitions.",
    "Bench relay system with multiple AI models implemented for advisor role during handover.",
    "System tested through four stress tests, grading AI answers against live records."
  ],
  "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."
}