{
  "apiVersion": "v1",
  "passage": {
    "id": "reddit-built-agent-clean-stale-feature-flags-scored-reviewer-2026",
    "text": "I got tired of watching old feature flags pile up… I built an agent for cleaning up stale feature flags. It runs in my local workflow and it doesn't merge any code. The models, the easy part. The judgment in front of it is the whole game. Every flag gets scored the way an experienced reviewer would analyze it. How many modules does it touch? Is it multi-variant? Does it share a component? Then it checks the experiment data. Is the rollout frozen? Is there a sample ratio mismatch? Is there a variant already rolled out to 100 percent?",
    "speaker": "Andrew Orobator",
    "role": "Senior Software Engineer",
    "organization": "Reddit",
    "aiVendor": false,
    "work": {
      "title": "Scale the Judgment, Not the Model",
      "type": "talk",
      "date": "2026-06-30",
      "publisher": "AI Engineer (YouTube)",
      "locator": "11:18",
      "url": "https://www.youtube.com/watch?v=6MudaeKdBSk"
    },
    "grade": "B",
    "verification": {
      "status": "verified",
      "reviewedOn": "2026-11-01"
    },
    "topics": [
      "coding-agents",
      "internal-tools",
      "autonomy-and-oversight"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "context": "The speaker is a Reddit Android engineer. In the talk he describes this agent as running in his local workflow and on his laptop, and says some of his other practices are from his personal side projects.",
    "url": "https://the-ai-record.com/passages/reddit-built-agent-clean-stale-feature-flags-scored-reviewer-2026"
  },
  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tooling and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}