{
  "id": 14681286,
  "title": "Presentation: What 25 Trillion Tokens Reveal About How Developers Actually Adopt AI Agents",
  "url": "https://urgent.news/2026/10/15/presentation-what-25-trillion-tokens-reveal-about-how-developers",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-15T11:00:00.000Z",
  "source": {
    "name": "InfoQ",
    "slug": "infoq",
    "url": "https://www.infoq.com/presentations/agentic-ai-developer-trust-adoption/"
  },
  "original_language": "en",
  "account": null,
  "summary": "Brendan O'Leary discusses how real-world AI adoption depends on building trust rather than chasing model benchmarks. Drawing from 40 trillion tokens of usage data, he explains the four rungs of the AI adoption ladder and analyzes key failure points in context construction, multi-model routing, and feedback loops to help engineering leaders successfully scale agentic workflows. By Brendan O’Leary",
  "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."
}