{
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  "slug": "i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
  "title": "I Was Summoning Ghosts Until I Learned to Build the Machine",
  "thesis": "I thought I was learning how to use AI. What I was really learning was how to externalize intent, structure context, govern change, and convert finished thinking into mechanical execution.",
  "abstract": "A candid personal technical narrative about temporary cognitive instruments, fragmented thought, false breakthroughs, accumulated scar tissue, and the moment Git and software-delivery discipline turned conversation into a cockpit and the repository into durable memory.",
  "topics": [
    "personal-systems",
    "context-as-code",
    "git",
    "agent-workers",
    "provenance"
  ],
  "date": "2026-07-19",
  "dateLabel": "Source dated",
  "published": false,
  "publicationState": "MERGE_READY",
  "updated": "2026-07-19",
  "sourceDates": {
    "created": "2026-07-18",
    "updated": "2026-07-19"
  },
  "kind": "Personal technical narrative",
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  "sources": [],
  "posture": "Exact owner-accepted predecessor memoir source preserved with platform-native metadata, cards, relationships, and generated projections.",
  "media": [],
  "schema": "shareplane.portable-work.v1",
  "author": {
    "name": "Tony Malott",
    "url": "https://malott.ai/"
  },
  "content": {
    "mediaType": "text/plain",
    "path": "records/i-was-summoning-ghosts-until-i-learned-to-build-the-machine/context.txt",
    "sha256": "53cd27daa39462b62259a5c2b77e0cecea5c7bc1ae4b8b63de82307344b84320",
    "complete": true,
    "extraction": "Native presentation reading order; scripts, styles, and platform chrome excluded."
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  "relationships": [
    {
      "source": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application",
      "group": "applications",
      "label": "Turn the scar tissue into an operating model",
      "explanation": "The teaching work converts the memoir's lessons about context, tools, authority, validation, and evidence into a repeatable worker-management system."
    },
    {
      "source": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation",
      "group": "continue",
      "label": "Follow the consequence upstream",
      "explanation": "The strategic thesis follows the same governed system into the next constraint: one human can no longer responsibly absorb every decision, review, exception, and closure obligation the machine creates."
    }
  ],
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}