{
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      "label": "Authored by Tony Malott",
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      "target": "person:tony-malott",
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    },
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      "label": "Governed by Issue #20",
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    },
    {
      "explanation": "The cultural essay examines how contact enlarges individual identity; this essay applies the same systems principle to nations, trade, reputation, and shared obligations.",
      "label": "Move from cultural contact to national interdependence",
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      "source": "artifact:a-nation-strong-enough-to-face-the-world",
      "target": "artifact:the-world-got-bigger-and-so-did-the-self",
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    {
      "label": "Renders SharePlane Semantic Lock v01",
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      "target": "semantic-lock:shareplane-v01",
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    },
    {
      "label": "Derived from owner-reviewed Semantic Candidate v03",
      "source": "artifact:a-publishing-system-that-remembers",
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      "label": "Authored by Tony Malott",
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      "label": "Governed by public messaging Issue #2",
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    {
      "label": "Governed by identity and surface Issue #5",
      "source": "artifact:a-publishing-system-that-remembers",
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    },
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      "label": "Corpus presentation remains governed by Issue #7",
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    },
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      "label": "Demonstrates rendered semantics before lock",
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      "label": "Owner feedback feeds durable learning",
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      "label": "Authored by Tony Malott",
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      "label": "Governed by corpus presentation Issue #7",
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    {
      "explanation": "The worker-management model supplies the roles, evidence, bounded authority, supervision, and closure discipline that keep a successful demonstration from becoming unmanaged operational debt.",
      "label": "Replace the demo with an operating contract",
      "reader_group": "applications",
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      "type": "application"
    },
    {
      "explanation": "Once demonstrations multiply, the constraint moves to human decisions, review, exceptions, integration, and closure—the organizational bottleneck developed in the strategic thesis.",
      "label": "Follow the debt into the attention bottleneck",
      "reader_group": "continue",
      "source": "artifact:demo-debt",
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      "label": "Authored by Tony Malott",
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      "label": "Governed by corpus presentation Issue #7",
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      "target": "issue:shareplane-platform:7",
      "type": "governed_by"
    },
    {
      "explanation": "The teaching work converts the memoir's lessons about context, tools, authority, validation, and evidence into a repeatable worker-management system.",
      "label": "Turn the scar tissue into an operating model",
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      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application"
    },
    {
      "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.",
      "label": "Follow the consequence upstream",
      "reader_group": "continue",
      "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"
    },
    {
      "label": "Authored by Tony Malott",
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      "target": "person:tony-malott",
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    },
    {
      "label": "Governed by Platform Issue #59",
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      "target": "issue:shareplane-platform:59",
      "type": "governed_by"
    },
    {
      "label": "Uses one canonical article with native teaching lenses",
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    },
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      "explanation": "The memoir supplies the operational failures behind explicit context, authority, validation, receipts, and the shift from magical agents to governed workers.",
      "label": "See why the worker model became necessary",
      "reader_group": "foundations",
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      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
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    },
    {
      "explanation": "This companion locates useful agent execution in the repositories, access, tools, authority, validation, and completion paths that make the worker model operational.",
      "label": "Build the workbench around the worker",
      "reader_group": "companions",
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      "target": "artifact:the-agents-were-never-the-bottleneck",
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    },
    {
      "explanation": "Once bounded agent workers execute reliably, the constraint moves upstream to human specification, supervision, validation, integration, memory, and closure.",
      "label": "What changes after worker execution accelerates",
      "reader_group": "continue",
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation"
    },
    {
      "explanation": "Demo Debt shows why a compelling output is not dependable operation and why evidence, maintenance, failure behavior, and ownership must remain part of the evaluation.",
      "label": "Apply the scorecard beyond the polished demonstration",
      "reader_group": "applications",
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:demo-debt",
      "type": "application"
    },
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      "explanation": "The architecture essay reinforces the same boundary: useful model behavior does not replace durable state, observability, ownership, recovery, and explicit operating controls.",
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      "reader_group": "companions",
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    {
      "label": "Authored by Tony Malott",
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      "label": "Governed by corpus presentation Issue #7",
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    {
      "explanation": "The memoir shows the failures, fragmented thought, and Git breakthrough that made durable context and controlled execution necessary before the attention problem could be seen clearly.",
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    },
    {
      "explanation": "The teaching work turns the attention diagnosis into an operating model built from explicit roles, bounded assignments, evidence, measurement, and earned autonomy.",
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      "reader_group": "applications",
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    },
    {
      "label": "Authored by Tony Malott",
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    },
    {
      "label": "Governed by Issue #44",
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      "target": "issue:shareplane-platform:44",
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    },
    {
      "label": "Construct the workbench before improving it through each completed job",
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    {
      "label": "Uses one artifact, many public presentations",
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      "target": "pattern:one-artifact-many-presentations",
      "type": "uses-pattern"
    },
    {
      "explanation": "The companion essay examines imagination, judgment, execution discipline, and restraint as human constraints; this essay locates the prerequisite for delegated execution in the engineered workbench around the agent.",
      "label": "Move from human constraint to operational substrate",
      "reader_group": "companions",
      "source": "artifact:the-agents-were-never-the-bottleneck",
      "target": "artifact:the-human-is-the-bottleneck",
      "type": "companion"
    },
    {
      "explanation": "The teaching artifact turns the workbench into an operating model of explicit roles, bounded assignments, evidence, validation, and approval gates without surrendering human accountability.",
      "label": "Apply the workbench through bounded worker management",
      "reader_group": "applications",
      "source": "artifact:the-agents-were-never-the-bottleneck",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application"
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    {
      "label": "Authored by Tony Malott",
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    },
    {
      "label": "Governed by corpus presentation Issue #7",
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      "type": "governed_by"
    },
    {
      "explanation": "The movement essay examines built and food environments; the cultural essay examines sustained contact and inherited worldview. Together they show how surroundings change what feels ordinary and possible.",
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      "source": "artifact:the-country-where-movement-became-homework",
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    },
    {
      "label": "Authored by Tony Malott",
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      "label": "Governed by corpus presentation Issue #7",
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      "target": "issue:shareplane-platform:7",
      "type": "governed_by"
    },
    {
      "explanation": "The personal essay explains how AI expanded Tony's implementation reach. Demo Debt follows that reach into the operational obligations a convincing implementation does not automatically satisfy.",
      "label": "Follow capability into operations",
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      "source": "artifact:the-hands-i-never-had",
      "target": "artifact:demo-debt",
      "type": "application"
    },
    {
      "explanation": "The memoir explains how Tony turned newly reachable work into governed, durable execution rather than leaving it trapped in temporary conversations and demonstrations.",
      "label": "See the system behind the new capability",
      "reader_group": "foundations",
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    {
      "label": "Authored by Tony Malott",
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    },
    {
      "label": "Governed by Issue #41",
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      "type": "governed_by"
    },
    {
      "explanation": "The companion essay examines how abundant agent execution creates a human attention bottleneck; this essay moves upstream to imagination, judgment, selection, and disciplined execution.",
      "label": "Execution abundance shifts the constraint to human attention",
      "reader_group": "companions",
      "source": "artifact:the-human-is-the-bottleneck",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "companion"
    },
    {
      "label": "Authored by Tony Malott",
      "source": "artifact:the-world-got-bigger-and-so-did-the-self",
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    },
    {
      "label": "Governed by corpus presentation Issue #7",
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      "target": "issue:shareplane-platform:7",
      "type": "governed_by"
    },
    {
      "explanation": "The cultural essay examines how sustained contact can enlarge a worldview; the movement essay examines how physical defaults constrain daily behavior. Together they compare two ways environments shape the self.",
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      "reader_group": "companions",
      "source": "artifact:the-world-got-bigger-and-so-did-the-self",
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    {
      "label": "Authored by Tony Malott",
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    },
    {
      "label": "Governed by corpus presentation Issue #7",
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      "target": "issue:shareplane-platform:7",
      "type": "governed_by"
    },
    {
      "explanation": "The memoir supplies the lived experience behind the architecture distinction: useful conversations and private context become durable only when they enter a governed system of record.",
      "label": "Begin with the personal failure mode",
      "reader_group": "foundations",
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      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "foundation"
    },
    {
      "explanation": "The strategic thesis shows the organizational consequence of relying on one person's context and attention after machine execution becomes abundant.",
      "label": "Scale beyond one person's memory",
      "reader_group": "continue",
      "source": "artifact:your-second-brain-is-not-a-production-architecture",
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    }
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      "label": "A Nation Strong Enough to Face the World",
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        "nationalism",
        "internationalism",
        "trade",
        "resilience"
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      "thesis": "SharePlane presents serious AI-assisted work beautifully while preserving its authorship, sources, relationships, revision history, review evidence, and governed learning. A concise orientation opens the door, but the complete argument remains the primary work.",
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      "artifact_type": "operational-ai-essay",
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      "topics": [
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        "operational-readiness",
        "workflow",
        "evaluation",
        "supportability"
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      "artifact_type": "personal-technical-narrative",
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      "label": "I Was Summoning Ghosts Until I Learned to Build the Machine",
      "path": "/artifacts/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.",
      "topics": [
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        "context-as-code",
        "git",
        "agent-workers",
        "provenance"
      ],
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      "artifact_type": "teaching-architecture",
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      "label": "Stop Prompting Agents. Start Managing Workers.",
      "path": "/artifacts/stop-prompting-agents-start-managing-workers/",
      "thesis": "Agent workers become dependable only when organizations stop treating them as intelligent prompt boxes and start managing their work through explicit roles, encoded procedures, bounded authority, evidence, measurement, and earned autonomy.",
      "topics": [
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        "operating-contracts",
        "earned-autonomy",
        "evidence",
        "management-systems"
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      "path": "/artifacts/the-agents-are-not-the-bottleneck-you-are/",
      "thesis": "Agentic systems reduce the marginal cost of execution while increasing the potential rate of unresolved decisions. Once execution becomes cheap, human attention becomes the limiting resource.",
      "topics": [
        "agentic-systems",
        "human-attention",
        "operating-models",
        "context-as-code",
        "governance"
      ],
      "type": "artifact"
    },
    {
      "artifact_type": "systems-essay",
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      "label": "The Agents Were Never the Bottleneck",
      "path": "/artifacts/the-agents-were-never-the-bottleneck/",
      "thesis": "Capable agents became useful when Tony engineered the repositories, access, tools, authority, validation, evidence, and completion paths that made bounded work operational.",
      "topics": [
        "agentic-systems",
        "operational-readiness",
        "software-delivery",
        "governance",
        "fault-isolation"
      ],
      "type": "artifact"
    },
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      "artifact_type": "personal-systems-essay",
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      "label": "The Country Where Movement Became Homework",
      "path": "/artifacts/the-country-where-movement-became-homework/",
      "thesis": "When ordinary destinations are separated and food environments are engineered for effortless excess, movement becomes homework and health becomes an individual obligation created by system defaults.",
      "topics": [
        "systems-thinking",
        "public-health",
        "built-environment",
        "food-systems"
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      "artifact_type": "personal-systems-essay",
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      "path": "/artifacts/the-hands-i-never-had/",
      "thesis": "AI did not give me systems judgment; it gave the judgment I already had the implementation capacity to express.",
      "topics": [
        "ai-assisted-development",
        "systems-thinking",
        "career-arc",
        "user-experience",
        "software-engineering"
      ],
      "type": "artifact"
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      "id": "artifact:the-human-is-the-bottleneck",
      "label": "The Human Is the Bottleneck",
      "path": "/artifacts/the-human-is-the-bottleneck/",
      "thesis": "As frontier model access broadens, the scarce advantage shifts to human imagination, judgment, decomposition, orchestration, verification, and restraint.",
      "topics": [
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        "systems-thinking",
        "human-judgment",
        "software-discipline",
        "governance"
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      "label": "The World Got Bigger, and So Did the Self",
      "path": "/artifacts/the-world-got-bigger-and-so-did-the-self/",
      "thesis": "Travel does not automatically broaden the mind. Sustained cultural contact can.",
      "topics": [
        "culture",
        "intergroup-contact",
        "travel",
        "worldview",
        "identity"
      ],
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      "artifact_type": "architecture-essay",
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      "label": "Your Second Brain Is Not a Production Architecture",
      "path": "/artifacts/your-second-brain-is-not-a-production-architecture/",
      "thesis": "A personal memory system optimizes for one person's recall; production architecture must optimize for shared authority, isolation, recoverability, and verifiable state.",
      "topics": [
        "retrieval",
        "memory-architecture",
        "source-authority",
        "enterprise-architecture",
        "access-control",
        "provenance"
      ],
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      "label": "Tony Malott",
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      "type": "person",
      "url": "https://malott.ai/"
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    },
    {
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}