{
  "id": 12090485,
  "title": "I Built a Voice-First AI Khata for a Shopkeeper Who Shouldn’t Have to Type",
  "url": "https://urgent.news/2026/10/05/i-built-a-voice-first-ai-khata-for-a-shopkeeper-who-shouldnt-have-to",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-05T06:21:29.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/amritkang165/i-built-a-voice-first-ai-khata-for-a-shopkeeper-who-shouldnt-have-to-type-3086"
  },
  "original_language": "en",
  "account": null,
  "summary": "This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built Khata Ledger , a voice-first AI credit ledger for Family Friend , who runs Baba gernal store in Ludhiana . Small neighbourhood shops often give groceries and other essentials on credit. These transactions are usually written in a notebook, saved in scattered messages, or simply remembered. That…",
  "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."
}