{
  "version": "1.0",
  "type": "link",
  "title": "ANDYGROVE.SYSTEMS — High Output Operations for Human + Agent Teams",
  "author_name": "ANDYGROVE.SYSTEMS Continuing Professional Development & Operations Research Collective",
  "author_url": "https://andygrove.systems/education",
  "provider_name": "ANDYGROVE.SYSTEMS — High Output Operations & Fresh Preprints Upskilling Hub",
  "provider_url": "https://andygrove.systems",
  "cache_age": 86400,
  "thumbnail_url": "https://andygrove.systems/og-card.png",
  "thumbnail_width": 1200,
  "thumbnail_height": 630,
  "url": "https://andygrove.systems/",
  "description": "Agents generate drafts fast, turning human verification into the new throughput bottleneck. Grove’s production framework makes hybrid operations measurable: schedule parallel work around the limiting step (critical-path anchor), catch defects at the cheapest entry stage, pair speed metrics with eval error counter-indicators, assign one human owner per agent, and set L0–L3 autonomy by measured Task-Relevant Maturity. | Fresh Preprints: https://andygrove.systems/preprints | 42-Hr CPD Hub: https://andygrove.systems/education (Independent platform; not affiliated with Intel Corporation or the Grove family)"
}