{
  "id": 12820250,
  "title": "Coding Agents Broke Git’s Scaling Math. GitHub Is Rebuilding to Keep Up",
  "url": "https://urgent.news/2026/10/08/coding-agents-broke-gits-scaling-math-github-is-rebuilding-to-keep-up",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-08T07:43:20.000Z",
  "source": {
    "name": "DevOps.com",
    "slug": "devops-com",
    "url": "https://devops.com/coding-agents-broke-gits-scaling-math-github-is-rebuilding-to-keep-up/"
  },
  "original_language": "en",
  "account": "GitHub's infrastructure is undergoing a major overhaul due to the rapid growth of AI coding agents. These agents commit changes at an unprecedented pace, far surpassing the original design assumptions made when developers pushed changes manually. GitHub recorded a staggering 7.38 billion commits in September 2026 alone, more than five times the September 2025 total. Monthly Git activity and push activity have also surged dramatically, highlighting the need for a new approach. The current system, Spokes, keeps five full copies of each repository on local file servers, but this design becomes a bottleneck when faced with thousands of concurrent agents. To address this, GitHub plans to separate storage from compute, with authoritative repository data stored in Azure Blob Storage and lightweight read workers in front of the storage. This separation allows for independent scaling of reads and writes, without compromising durability. The new design keeps familiar GitHub workflows intact while improving reliability and enabling compute workers to be added or removed dynamically based on traffic patterns. GitHub's restructuring aims to accommodate the new reality of machine-speed commits, ensuring developers can continue to work efficiently without incurring verification debt or experiencing performance issues.",
  "summary": "GitHub is rebuilding its Git infrastructure as AI coding agents drive billions of commits, promising up to 35x faster writes while exposing new DevOps bottlenecks.",
  "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."
}