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      "source": "artifact:choosing-the-churchs-digital-workplace",
      "target": "artifact:the-semantic-operating-system",
      "type": "foundation",
      "group": "foundations",
      "label": "Foundation: The Semantic Operating System",
      "explanation": "The Semantic Operating System supplies the authority, provenance, relationships, state, and next-valid-action foundation that lets a Living OS become more than a friendlier folder browser."
    },
    {
      "source": "artifact:choosing-the-churchs-digital-workplace",
      "target": "artifact:beyond-the-agent",
      "type": "companion",
      "group": "foundations",
      "label": "Companion: Beyond the Agent",
      "explanation": "Beyond the Agent explains why abundant execution increases the importance of institutional authority, evidence, and continuity; this Work applies that architecture to a church digital workplace decision."
    },
    {
      "source": "artifact:choosing-the-churchs-digital-workplace",
      "target": "artifact:ai-is-leverage-expertise-is-the-multiplier",
      "type": "companion",
      "group": "applications",
      "label": "Companion: AI Is Leverage. Expertise Is the Multiplier.",
      "explanation": "The leverage thesis frames technology as a way to amplify accumulated expertise in service; this Work applies that principle to a practical church operating foundation."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "type": "foundation",
      "group": "foundations",
      "label": "The Best AI System Should Need Less AI Tomorrow",
      "explanation": "Inference Retirement establishes that validated cognition on established paths should stop being repurchased repeatedly."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:done-has-a-half-life",
      "type": "foundation",
      "group": "foundations",
      "label": "Done Has a Half-Life",
      "explanation": "Context Capital, Context Liquidity, Context Yield, and reconsiderability supply the lifecycle logic that Cognitive Capital generalizes."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:taste-is-infrastructure",
      "type": "companion",
      "group": "companions",
      "label": "Taste Is Infrastructure",
      "explanation": "Judgment and promotion determine which generated artifacts deserve persistence as organizational capital."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:the-semantic-operating-system",
      "type": "companion",
      "group": "companions",
      "label": "The Semantic Operating System",
      "explanation": "Identity, authority, provenance, state, evidence, and relationships are the substrate that keeps cognitive assets trustworthy and usable."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:the-application-is-disposable-the-context-is-not",
      "type": "companion",
      "group": "companions",
      "label": "The Application Is Disposable. The Context Is Not.",
      "explanation": "Durable governed context can remain valuable even when a particular implementation surface is replaced."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "companion",
      "group": "companion",
      "label": "The Code Is No Longer the Hard Part",
      "explanation": "As generation gets cheaper, architecture, judgment, evidence, integration, and institutional learning account for more of the economic return. This relationship is projected inside the operator-leverage chapter rather than the parent landing page."
    },
    {
      "source": "artifact:cognitive-capital",
      "target": "artifact:the-most-expensive-model-is-often-compensation-for-missing-control",
      "type": "counterpoint",
      "group": "counterpoint",
      "label": "The Most Expensive Model Is Often Compensation for Missing Control",
      "explanation": "Cognitive Capital distinguishes valuable inference spend from compensatory model spend caused by weak intent, routing, validation, or control. This relationship is projected inside the denied-cognition and allocation chapters rather than the parent landing page."
    },
    {
      "source": "artifact:demo-debt",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application",
      "group": "applications",
      "label": "Replace the demo with an operating contract",
      "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."
    },
    {
      "source": "artifact:demo-debt",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation",
      "group": "continue",
      "label": "Follow the debt into the attention bottleneck",
      "explanation": "Once demonstrations multiply, the constraint moves to human decisions, review, exceptions, integration, and closure—the organizational bottleneck developed in the strategic thesis."
    },
    {
      "source": "artifact:done-has-a-half-life",
      "target": "artifact:the-semantic-operating-system",
      "type": "extends",
      "group": "foundations",
      "label": "Develops freshness into governed reconsideration",
      "explanation": "The Semantic Operating System establishes identity, authority, evidence, freshness, and next-valid-action semantics; this Work extends that substrate into a temporal discipline for reconsidering accepted completion."
    },
    {
      "source": "artifact:done-has-a-half-life",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "extends",
      "group": "foundations",
      "label": "Extends the engineering cost inversion beyond first completion",
      "explanation": "The earlier Work explains how cheaper implementation moves value into intent, context, evidence, and integration; this Work carries that inversion forward by treating continued fitness and safe improvement as lifecycle concerns."
    },
    {
      "source": "artifact:done-has-a-half-life",
      "target": "artifact:the-application-is-disposable-the-context-is-not",
      "type": "companion_to",
      "group": "companions",
      "label": "Pair reconsiderability with durable governed context",
      "explanation": "The companion Work explains why governed context outlives a replaceable implementation; this Work explains how context liquidity makes later reconsideration and adaptation safer and more economical."
    },
    {
      "source": "artifact:done-has-a-half-life",
      "target": "artifact:the-most-expensive-model-is-often-compensation-for-missing-control",
      "type": "companion_to",
      "group": "companions",
      "label": "Connect MCSI to the control architecture around completion",
      "explanation": "The control Work shows how intent, routing, authority, and validation reduce trusted completion cost; this Work applies the same discipline to the marginal cost of safe improvement after acceptance."
    },
    {
      "source": "artifact:done-has-a-half-life",
      "target": "artifact:software-has-entered-its-re-image-era",
      "type": "extends",
      "group": "applications",
      "label": "Continue from repair-versus-reconstruction into reconsideration",
      "explanation": "The Re-Image Work makes maintenance compete with reconstruction once product truth is durable; this Work adds a governed trigger and economic vocabulary for deciding when an accepted implementation deserves another look."
    },
    {
      "source": "artifact:done-has-a-half-life",
      "target": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "type": "companion_to",
      "group": "field-evidence",
      "label": "See bounded field evidence for context, control, and durable learning",
      "explanation": "The field report measures one accountable operating system built from context, authority, verification, protected review, and durable learning; it is a bounded operational companion, not empirical proof of the thesis constructs."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "expands",
      "group": "continue",
      "label": "Adds a frozen operational delta to the control-plane argument.",
      "explanation": "Adds a frozen operational delta to the control-plane argument."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:the-agents-were-never-the-bottleneck",
      "type": "companion_to",
      "group": "continue",
      "label": "Pairs the bottleneck thesis with measured post-checkpoint execution breadth.",
      "explanation": "Pairs the bottleneck thesis with measured post-checkpoint execution breadth."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "implements",
      "group": "continue",
      "label": "Shows the worker-management doctrine operating across two repositories.",
      "explanation": "Shows the worker-management doctrine operating across two repositories."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "companion_to",
      "group": "continue",
      "label": "Connects cheap execution to the higher-order work of authority, evidence, and integration.",
      "explanation": "Connects cheap execution to the higher-order work of authority, evidence, and integration."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:the-most-expensive-model-is-often-compensation-for-missing-control",
      "type": "expands",
      "group": "continue",
      "label": "Provides a bounded example of leverage arising from control rather than model escalation.",
      "explanation": "Provides a bounded example of leverage arising from control rather than model escalation."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:the-semantic-operating-system",
      "type": "implements",
      "group": "continue",
      "label": "Demonstrates durable context and next-valid-action semantics in practice.",
      "explanation": "Demonstrates durable context and next-valid-action semantics in practice."
    },
    {
      "source": "artifact:four-days-that-changed-the-scale-of-one-engineer",
      "target": "artifact:the-interface-is-not-the-system",
      "type": "companion_to",
      "group": "continue",
      "label": "Connects visible output to the governed machinery and provenance beneath it.",
      "explanation": "Connects visible output to the governed machinery and provenance beneath it."
    },
    {
      "source": "artifact:frontier-inference-without-frontier-custody",
      "target": "artifact:the-agent-is-not-the-security-boundary",
      "type": "companion",
      "group": "foundations",
      "label": "Companion: The Agent Is Not the Security Boundary",
      "explanation": "Continue from information custody into the mechanical controls that keep an agent-bounded system safe when the agent is wrong."
    },
    {
      "source": "artifact:frontier-inference-without-frontier-custody",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "companion",
      "group": "applications",
      "label": "Companion: The Agent Is Not the Product",
      "explanation": "Connect the local-agent control profile to the broader control-plane architecture around authority, evidence, recovery, and valid action."
    },
    {
      "source": "artifact:frontier-inference-without-frontier-custody",
      "target": "artifact:the-semantic-operating-system",
      "type": "companion",
      "group": "companions",
      "label": "Companion: The Semantic Operating System",
      "explanation": "See how custody, authority, provenance, freshness, and next-valid-action semantics fit into a durable cross-system operating model."
    },
    {
      "source": "artifact:ghostmesh-was-waiting-for-its-technology",
      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "companion",
      "group": "companions",
      "label": "I Was Summoning Ghosts Until I Learned to Build the Machine",
      "explanation": "The earlier memoir follows the personal shift from ephemeral prompting to governed work; this distinct Work reconstructs the GhostMesh architecture and its evidence-backed lineage."
    },
    {
      "source": "artifact:ghostmesh-was-waiting-for-its-technology",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "foundation",
      "group": "foundations",
      "label": "The Agent Is Not the Product. The Control Plane Is.",
      "explanation": "The control-plane argument establishes why durable authority, containment, observability, evidence, and recovery must remain outside temporary workers."
    },
    {
      "source": "artifact:ghostmesh-was-waiting-for-its-technology",
      "target": "artifact:the-semantic-operating-system",
      "type": "companion",
      "group": "companions",
      "label": "The Semantic Operating System",
      "explanation": "The semantic operating-system Work explains how meaning, authority, evidence, and lifecycle state remain durable across changing representations and workers."
    },
    {
      "source": "artifact:ghostmesh-was-waiting-for-its-technology",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "application",
      "group": "applications",
      "label": "The Code Is No Longer the Hard Part",
      "explanation": "The engineering-system Work applies the same externalized-state principle to repositories, delivery state, evidence, operational knowledge, and resumption."
    },
    {
      "source": "artifact:governed-static-publishing-lane",
      "target": "artifact:a-publishing-system-that-remembers",
      "type": "applies",
      "group": "foundations",
      "label": "Applies a publishing system that remembers",
      "explanation": "Continue into the evidence and memory model that explains why publication identity, receipts, and durable relationships stay attached."
    },
    {
      "source": "artifact:governed-static-publishing-lane",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "companion",
      "group": "companions",
      "label": "Companion control-plane architecture",
      "explanation": "Connect reusable static delivery to the broader control-plane argument for governed execution, evidence, integration, and recovery."
    },
    {
      "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."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "type": "continuation",
      "group": "continuation",
      "label": "Continues into the Inference Retirement Thesis",
      "explanation": "The later Work develops this boundary principle into an explicit lifecycle for retiring repeated inference after uncertainty has been resolved."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with the engineering cost inversion",
      "explanation": "The cost-inversion thesis establishes the changing engineering economics around AI-assisted implementation."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with the governed worker model",
      "explanation": "The worker-management thesis establishes roles, bounded authority, evidence, and earned autonomy."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation",
      "group": "continue",
      "label": "Continue into the human-attention bottleneck",
      "explanation": "Once execution becomes cheap and deterministic, the remaining constraint moves toward human specification and review."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:frontier-inference-without-frontier-custody",
      "type": "companion",
      "group": "companions",
      "label": "Companion: control the inference boundary",
      "explanation": "The custody guide governs what information may cross into frontier reasoning."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:the-most-expensive-model-is-often-compensation-for-missing-control",
      "type": "companion",
      "group": "companions",
      "label": "Companion: reduce model dependence through control",
      "explanation": "Stronger intent, routing, validation, and control reduce compensatory model dependence."
    },
    {
      "source": "artifact:inference-at-the-ambiguity-frontier",
      "target": "artifact:governed-static-publishing-lane",
      "type": "application",
      "group": "applications",
      "label": "See the pattern applied to publishing",
      "explanation": "The governed publishing lane shows stable publication decisions becoming deterministic infrastructure."
    },
    {
      "source": "artifact:innovation-does-not-have-to-be-big",
      "target": "artifact:innovation-made-visible",
      "type": "related_to",
      "group": "related_to",
      "label": "Related public deterministic-innovation field guide",
      "explanation": "This canonical standalone essay preserves Tony Malott's full first-person source and seed thesis; Innovation, Made Visible is a separate public editorial reconstruction and reusable method companion."
    },
    {
      "source": "artifact:innovation-made-visible",
      "target": "artifact:the-interface-is-not-the-system",
      "type": "companion",
      "group": "continue",
      "label": "Visible work needs source, authority, and evidence beneath its surface",
      "explanation": "Innovation becomes durable when its visible result stays connected to an accountable source, explicit boundary, and inspectable evidence trail."
    },
    {
      "source": "artifact:innovation-made-visible",
      "target": "artifact:the-agent-is-not-the-security-boundary",
      "type": "companion",
      "group": "continue",
      "label": "AI-assisted improvement still requires accountable controls",
      "explanation": "The method treats AI assistance as bounded support inside a human-owned operating change, not as authority in itself."
    },
    {
      "source": "artifact:nuance-is-not-analysis-paralysis",
      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "foundation",
      "group": "foundations",
      "label": "The lived origin",
      "explanation": "The memoir provides the scar tissue behind the insistence on durable context, inspectable systems, and refusing to mistake fluent compression for genuine understanding."
    },
    {
      "source": "artifact:once-youve-had-a-bichon-personal-narrative-v2",
      "target": "artifact:once-youve-had-a-bichon",
      "type": "successor_of",
      "group": "successor_of",
      "label": "Historical predecessor: Once You’ve Had a Bichon v1",
      "explanation": "This successor preserves the historical publication while revising chronology, voice, photography, and presentation."
    },
    {
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "foundation",
      "group": "foundations",
      "label": "See why the worker model became necessary",
      "explanation": "The memoir supplies the operational failures behind explicit context, authority, validation, receipts, and the shift from magical agents to governed workers."
    },
    {
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:the-agents-were-never-the-bottleneck",
      "type": "companion",
      "group": "companions",
      "label": "Build the workbench around the worker",
      "explanation": "This companion locates useful agent execution in the repositories, access, tools, authority, validation, and completion paths that make the worker model operational."
    },
    {
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation",
      "group": "continue",
      "label": "What changes after worker execution accelerates",
      "explanation": "Once bounded agent workers execute reliably, the constraint moves upstream to human specification, supervision, validation, integration, memory, and closure."
    },
    {
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:demo-debt",
      "type": "application",
      "group": "applications",
      "label": "Apply the scorecard beyond the polished demonstration",
      "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."
    },
    {
      "source": "artifact:stop-prompting-agents-start-managing-workers",
      "target": "artifact:your-second-brain-is-not-a-production-architecture",
      "type": "companion",
      "group": "companions",
      "label": "Separate useful intelligence from production architecture",
      "explanation": "The architecture essay reinforces the same boundary: useful model behavior does not replace durable state, observability, ownership, recovery, and explicit operating controls."
    },
    {
      "source": "artifact:taste-is-infrastructure",
      "target": "artifact:the-machine-is-not-the-point",
      "type": "foundation",
      "group": "foundations",
      "label": "Foundation: The Machine Is Not the Point",
      "explanation": "The Machine Is Not the Point establishes that abundant machine capability makes human judgment, explicit authority, evidence, and responsibility more consequential; Taste Is Infrastructure applies that principle to visual judgment, design memory, and what an AI design system is allowed to learn."
    },
    {
      "source": "artifact:taste-is-infrastructure",
      "target": "artifact:beyond-the-agent",
      "type": "companion",
      "group": "companions",
      "label": "Companion: Beyond the Agent",
      "explanation": "Beyond the Agent explains why scarce value moves from model capability into institutional coordination, verification, authority, current state, and trust; Taste Is Infrastructure examines the same system-over-model shift inside visual design and governed learning."
    },
    {
      "source": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "companion",
      "group": "companions",
      "label": "Stop Prompting Agents. Start Managing Workers.",
      "explanation": "Autonomy Is a Promotion, Not a Feature Toggle is the source phrase; the Platform target is Stop Prompting Agents. Start Managing Workers."
    },
    {
      "source": "artifact:the-agent-is-not-the-security-boundary",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "companion",
      "group": "foundations",
      "label": "Companion: The Agent Is Not the Product",
      "explanation": "Continue from the security boundary into the control-plane architecture that governs work around the agent."
    },
    {
      "source": "artifact:the-agent-is-not-the-security-boundary",
      "target": "artifact:the-agents-were-never-the-bottleneck",
      "type": "companion",
      "group": "counterpoints",
      "label": "Companion: The Agents Were Never the Bottleneck",
      "explanation": "Connect bounded agent authority to the operating discipline required when orchestration, evidence, and integration become the real constraints."
    },
    {
      "source": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "foundation",
      "group": "foundations",
      "label": "The origin and scar tissue",
      "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."
    },
    {
      "source": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application",
      "group": "applications",
      "label": "The worker-management response",
      "explanation": "The teaching work turns the attention diagnosis into an operating model built from explicit roles, bounded assignments, evidence, measurement, and earned autonomy."
    },
    {
      "source": "artifact:the-agents-were-never-the-bottleneck",
      "target": "artifact:the-human-is-the-bottleneck",
      "type": "companion",
      "group": "companions",
      "label": "Move from human constraint to operational substrate",
      "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."
    },
    {
      "source": "artifact:the-agents-were-never-the-bottleneck",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application",
      "group": "applications",
      "label": "Apply the workbench through bounded worker management",
      "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."
    },
    {
      "source": "artifact:the-application-is-disposable-the-context-is-not",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "related_to",
      "group": "related_to",
      "label": "Predecessor: The Code Is No Longer the Hard Part",
      "explanation": ""
    },
    {
      "source": "artifact:the-application-is-disposable-the-context-is-not",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "related_to",
      "group": "related_to",
      "label": "Related: The Agent Is Not the Product. The Control Plane Is.",
      "explanation": ""
    },
    {
      "source": "artifact:the-application-is-disposable-the-context-is-not",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "continuation",
      "group": "applications",
      "label": "Read the cost-inversion predecessor",
      "explanation": "The predecessor explains where the engineering bottleneck moved; this article explains what becomes durable and how governed context can project implementations."
    },
    {
      "source": "artifact:the-beautiful-hour",
      "target": "artifact:the-semantic-operating-system",
      "type": "continuation",
      "group": "continue",
      "label": "Carry retained learning into governed continuity",
      "explanation": "The essay's account of retained learning becomes operational when identity, authority, evidence, freshness, and the next valid action travel with the work."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:inference-at-the-ambiguity-frontier",
      "type": "foundation",
      "group": "foundation",
      "label": "Founded on Inference at the Ambiguity Frontier",
      "explanation": "The predecessor Work establishes the durable boundary principle this Work develops into an explicit inference-retirement lifecycle."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with the engineering cost inversion",
      "explanation": "The cost-inversion thesis establishes the changing economics around AI-assisted implementation."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with the governed worker model",
      "explanation": "The worker-management thesis establishes roles, bounded authority, evidence, and earned autonomy."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation",
      "group": "continue",
      "label": "Continue into the human-attention bottleneck",
      "explanation": "Once execution becomes cheap and deterministic, the remaining constraint moves toward human specification and review."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:frontier-inference-without-frontier-custody",
      "type": "companion",
      "group": "companions",
      "label": "Companion: control the inference boundary",
      "explanation": "The custody guide governs what information may cross into frontier reasoning."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:the-most-expensive-model-is-often-compensation-for-missing-control",
      "type": "companion",
      "group": "companions",
      "label": "Companion: reduce model dependence through control",
      "explanation": "Stronger intent, routing, validation, and control reduce compensatory model dependence."
    },
    {
      "source": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "target": "artifact:governed-static-publishing-lane",
      "type": "application",
      "group": "applications",
      "label": "See the pattern applied to publishing",
      "explanation": "The governed publishing lane shows stable publication decisions becoming deterministic infrastructure."
    },
    {
      "source": "artifact:the-church-doors-were-open-the-table-was-closed",
      "target": "artifact:the-beautiful-hour",
      "type": "related-to",
      "group": "companions",
      "label": "Visible practice and lived attention",
      "explanation": "Both essays ask readers to inspect what an operating commitment produces."
    },
    {
      "source": "artifact:the-cloud-is-filling-with-ghosts",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "related_to",
      "group": "foundations",
      "label": "The Agent Is Not the Product. The Control Plane Is.",
      "explanation": "The earlier Work establishes the durable control-plane boundary; this Work generalizes it into machine-authority governance at population scale."
    },
    {
      "source": "artifact:the-cloud-is-filling-with-ghosts",
      "target": "artifact:ghostmesh-was-waiting-for-its-technology",
      "type": "companion_to",
      "group": "companions",
      "label": "GhostMesh Was Waiting for Its Technology",
      "explanation": "The origin story explains continuity through replaceable workers; this Work explains how persistent software actors should acquire and lose authority."
    },
    {
      "source": "artifact:the-cloud-is-filling-with-ghosts",
      "target": "artifact:the-mesh-is-no-longer-a-diagram",
      "type": "builds_on",
      "group": "applications",
      "label": "The Mesh Is No Longer a Diagram",
      "explanation": "The operational crossing supplies concrete field evidence for claims, leases, ephemeral credentials and receipts."
    },
    {
      "source": "artifact:the-code-is-no-longer-the-hard-part",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "continuation",
      "group": "applications",
      "label": "Apply cost inversion through a governed control plane",
      "explanation": "The cost-inversion thesis identifies the work around implementation; the control-plane article shows how authority, context, evidence, and review become operational rather than remaining an architectural claim."
    },
    {
      "source": "artifact:the-contextual-brain-were-building",
      "target": "artifact:your-second-brain-is-not-a-production-architecture",
      "type": "foundation",
      "group": "foundations",
      "label": "Understand why memory becomes governed architecture",
      "explanation": "The architecture essay explains why a useful personal memory surface becomes a governed context plane when it must serve people, preserve authority, and survive review."
    },
    {
      "source": "artifact:the-country-where-movement-became-homework",
      "target": "artifact:the-world-got-bigger-and-so-did-the-self",
      "type": "companion",
      "group": "companions",
      "label": "Move from physical defaults to cultural contact",
      "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."
    },
    {
      "source": "artifact:the-database-had-been-wrong-for-twelve-years",
      "target": "artifact:the-best-ai-system-should-need-less-ai-tomorrow",
      "type": "application",
      "group": "applications",
      "label": "A field application of the Inference Retirement Thesis",
      "explanation": "The investigation repeatedly used probabilistic reasoning to discover the next question, then converted stable knowledge into deterministic SQL, scripts, integrity gates, and a bounded repair transaction."
    },
    {
      "source": "artifact:the-database-had-been-wrong-for-twelve-years",
      "target": "artifact:inference-at-the-ambiguity-frontier",
      "type": "application",
      "group": "applications",
      "label": "Inference at the ambiguity frontier, applied to database forensics",
      "explanation": "The model operated where the diagnosis was uncertain; deterministic mechanisms collapsed uncertainty as evidence accumulated."
    },
    {
      "source": "artifact:the-database-had-been-wrong-for-twelve-years",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "companion",
      "group": "companions",
      "label": "Companion: the economics of implementation changed",
      "explanation": "Cheap code and tool construction made it practical to build one-off forensic machinery for a problem that could never justify a traditional bespoke engineering project."
    },
    {
      "source": "artifact:the-eval-before-the-eval",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "companion",
      "group": "companions",
      "label": "Capability abundance moves the hard work outward",
      "explanation": "The Code Is No Longer the Hard Part argues that AI makes implementation cheaper while intent, authority, context, evidence, and recovery become scarcer engineering work; this Work drills into the intent boundary itself."
    },
    {
      "source": "artifact:the-eval-before-the-eval",
      "target": "artifact:the-agent-is-not-the-security-boundary",
      "type": "foundation",
      "group": "foundations",
      "label": "Capability and credentials do not create governing authority",
      "explanation": "The security-boundary thesis separates agent capability from enforceable system controls; this Work extends that separation upstream by treating the objective itself as a governed input rather than an unquestioned command."
    },
    {
      "source": "artifact:the-hands-i-never-had",
      "target": "artifact:demo-debt",
      "type": "application",
      "group": "applications",
      "label": "Follow capability into operations",
      "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."
    },
    {
      "source": "artifact:the-hands-i-never-had",
      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "foundation",
      "group": "foundations",
      "label": "See the system behind the new capability",
      "explanation": "The memoir explains how Tony turned newly reachable work into governed, durable execution rather than leaving it trapped in temporary conversations and demonstrations."
    },
    {
      "source": "artifact:the-human-is-the-bottleneck",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "companion",
      "group": "companions",
      "label": "Execution abundance shifts the constraint to human attention",
      "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."
    },
    {
      "source": "artifact:the-interface-is-not-the-system",
      "target": "artifact:you-cannot-keep-an-ai-codebase-in-your-head",
      "type": "continuation",
      "group": "continue",
      "label": "Follow the system boundary into externalized engineering memory",
      "explanation": "Once an interface is understood as only one projection, the next constraint is the durable engineering state that lets people and agents understand the system without carrying it in memory."
    },
    {
      "source": "artifact:the-lost-art-of-technical-support",
      "target": "artifact:the-lost-discipline-of-fault-isolation",
      "type": "companion_to",
      "group": "companions",
      "label": "The diagnostic foundation",
      "explanation": "Technical support cannot reduce uncertainty if the people inside the system have forgotten how troubleshooting works."
    },
    {
      "source": "artifact:the-lost-discipline-of-fault-isolation",
      "target": "artifact:the-lost-art-of-technical-support",
      "type": "companion_to",
      "group": "companions",
      "label": "The organizational half",
      "explanation": "Fault isolation explains how the practitioner should reduce uncertainty. Technical Support explains the operating model that should require it."
    },
    {
      "source": "artifact:the-machine-is-not-the-point",
      "target": "artifact:ghostmesh-north-star-v2",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with the GhostMesh operating-plane foundation",
      "explanation": "GhostMesh North Star v2 makes durable authority, evidence, state, recovery, and human meaning first-class operating-plane concerns; this essay distills those engineering lessons into an argument about human agency as machine capability becomes abundant."
    },
    {
      "source": "artifact:the-machine-is-not-the-point",
      "target": "artifact:the-eval-before-the-eval",
      "type": "companion",
      "group": "companions",
      "label": "Companion: The Eval Before the Eval",
      "explanation": "The Eval Before the Eval takes the same separation between capability and legitimate authority upstream into intent admission, asking whether an objective deserved autonomous execution before evaluating how well the machine performed it."
    },
    {
      "source": "artifact:the-machine-is-not-the-point",
      "target": "artifact:when-the-agent-had-to-ask-github",
      "type": "application",
      "group": "applications",
      "label": "Application: When the Agent Had to Ask GitHub",
      "explanation": "When the Agent Had to Ask GitHub is a concrete field case of the behavior argued here: the system recognized where local evidence and authority ended, stopped instead of inventing certainty, and routed the unresolved question to the human and institution that owned the missing truth."
    },
    {
      "source": "artifact:the-machine-is-not-the-point",
      "target": "artifact:the-human-is-not-the-fallback",
      "type": "related_to",
      "group": "related_to",
      "label": "Related: The Human Is Not the Fallback",
      "explanation": "The Human Is Not the Fallback develops the same mature-autonomy principle from the human-dependency side: machines should absorb mechanical work while preserving human judgment for the places where judgment actually matters."
    },
    {
      "source": "artifact:the-mesh-held",
      "target": "artifact:the-mesh-is-no-longer-a-diagram",
      "type": "companion",
      "group": "companions",
      "label": "The Mesh Is No Longer a Diagram",
      "explanation": "The companion checkpoint shows the same GhostMesh period from the architecture and execution-fabric side, while this field report focuses on pressure, contradiction, escape, and recovery."
    },
    {
      "source": "artifact:the-mesh-is-no-longer-a-diagram",
      "target": "artifact:ghostmesh-north-star-v2",
      "type": "architecture_companion",
      "group": "companions",
      "label": "Architecture companion: GhostMesh North Star v2",
      "explanation": "North Star v2 is the dated architecture checkpoint for the durable operating plane that this article shows crossing into working execution."
    },
    {
      "source": "artifact:the-mind-is-sparse-the-machine-should-remember",
      "target": "artifact:the-semantic-operating-system",
      "type": "foundation",
      "group": "foundations",
      "label": "Foundation: The Semantic Operating System",
      "explanation": "Stable identity, relationships, authority, temporal state, provenance, evidence, boundaries, and next valid action provide the substrate for governed context reconstruction."
    },
    {
      "source": "artifact:the-most-expensive-model-is-often-compensation-for-missing-control",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "related_to",
      "group": "companions",
      "label": "Related companion Work",
      "explanation": "Issue #40 operationalizes and provides an economic and operational case for Issue #146 without collapsing the two independent Works."
    },
    {
      "source": "artifact:the-semantic-operating-system",
      "target": "artifact:a-publishing-system-that-remembers",
      "type": "continuation",
      "group": "applications",
      "label": "See the operating thesis become a public publishing system",
      "explanation": "The semantic operating system names the governed conditions for meaning to move safely; SharePlane shows that thesis applied as a public system that preserves source, authority, relationships, and the next valid action."
    },
    {
      "source": "artifact:the-signal-was-never-clean",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "related_to",
      "group": "companions",
      "label": "Related systems companion",
      "explanation": "This personal narrative shows what implementation leverage felt like across one technical life; The Code Is No Longer the Hard Part develops the broader systems thesis about where engineering scarcity moved."
    },
    {
      "source": "artifact:the-telephone-is-not-the-recorder",
      "target": "artifact:the-interface-is-not-the-system",
      "type": "companion",
      "group": "continue",
      "label": "Move from the visible interface to the system boundary",
      "explanation": "Both works show why a visible interface can misstate where a capability, constraint, or source of truth actually belongs."
    },
    {
      "source": "artifact:the-telephone-is-not-the-recorder",
      "target": "artifact:the-agent-is-not-the-security-boundary",
      "type": "companion",
      "group": "continue",
      "label": "Keep authority in governed systems and human decisions",
      "explanation": "The communications concept depends on executable consent, explicit lifecycle state, and accountable human review rather than trust in an endpoint or agent."
    },
    {
      "source": "artifact:the-world-got-bigger-and-so-did-the-self",
      "target": "artifact:the-country-where-movement-became-homework",
      "type": "companion",
      "group": "companions",
      "label": "Compare cultural contact with physical defaults",
      "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."
    },
    {
      "source": "artifact:token-burn",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "foundation",
      "group": "foundations",
      "label": "Put cost telemetry inside the control plane",
      "explanation": "A governed execution environment needs more than identity, authority, evidence, and recovery. Token Burn supplies the usage and economic observability needed to understand what agent execution consumes."
    },
    {
      "source": "artifact:token-burn",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "application",
      "group": "applications",
      "label": "Measure the worker, not merely the output",
      "explanation": "The worker operating model requires explicit measurement and evidence. Token Burn turns token composition, model choice, workload shape, and inference pricing into an inspectable operational meter."
    },
    {
      "source": "artifact:token-burn",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "companion",
      "group": "companions",
      "label": "Compare machine consumption with human attention",
      "explanation": "The strategic thesis explains how abundant execution consumes scarce human judgment. Token Burn exposes the parallel machine-side cost of that abundance through token, model, cache, output, and image-generation economics."
    },
    {
      "source": "artifact:when-agent-identity-is-not-enough",
      "target": "artifact:the-agent-is-not-the-security-boundary",
      "type": "companion",
      "group": "foundations",
      "label": "Companion: The Agent Is Not the Security Boundary",
      "explanation": "The security-boundary thesis separates model capability from surrounding system controls; this Work extends the distinction into current execution authority, state, claims, and convergence."
    },
    {
      "source": "artifact:when-agent-identity-is-not-enough",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "companion",
      "group": "foundations",
      "label": "Companion: The Agent Is Not the Product. The Control Plane Is.",
      "explanation": "The control-plane thesis establishes the durable product around agents; this Work compares that principle with Microsoft's Agent 365 enterprise governance substrate."
    },
    {
      "source": "artifact:when-the-agent-had-to-ask-github",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with the governed control-plane boundary",
      "explanation": "The control-plane thesis establishes that authority, containment, evidence, and recovery belong outside model behavior; this Work shows that principle holding when provider truth lives beyond the local system."
    },
    {
      "source": "artifact:when-the-agent-had-to-ask-github",
      "target": "artifact:stop-prompting-agents-start-managing-workers",
      "type": "foundation",
      "group": "foundations",
      "label": "Start with bounded worker authority",
      "explanation": "The worker-management model establishes bounded roles, evidence, supervision, and earned autonomy; this Work extends the same logic to an external institutional authority boundary."
    },
    {
      "source": "artifact:when-the-agent-had-to-ask-github",
      "target": "artifact:the-mesh-is-no-longer-a-diagram",
      "type": "architecture_companion",
      "group": "architecture_companion",
      "label": "Internal semantic companion: The Mesh Is No Longer a Diagram",
      "explanation": "The current GhostMesh architecture checkpoint is semantically related but remains protected Development and is therefore not projected as reader navigation."
    },
    {
      "source": "artifact:windows-without-windows",
      "target": "artifact:the-semantic-operating-system",
      "type": "continuation",
      "group": "foundations",
      "label": "Begin with The Semantic Operating System",
      "explanation": "The semantic operating system establishes why governed meaning and dependencies remain more durable than an inherited operating-system label."
    },
    {
      "source": "artifact:windows-without-windows",
      "target": "artifact:the-application-is-disposable-the-context-is-not",
      "type": "continuation",
      "group": "applications",
      "label": "Continue into The Application Is Disposable. The Context Is Not.",
      "explanation": "The execution-contract thesis continues into a broader architecture where governed context remains durable while bounded implementations can change."
    },
    {
      "source": "artifact:you-cannot-keep-an-ai-codebase-in-your-head",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "continuation",
      "group": "continue",
      "label": "Move from cognitive infrastructure to the system around execution",
      "explanation": "Externalized engineering memory explains how a system stays intelligible; the cost-inversion essay carries that discipline into the authority, evidence, recovery, and institutional work around faster execution."
    },
    {
      "source": "artifact:you-cannot-recall-intelligence",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "companion_to",
      "group": "foundations",
      "label": "Companion: The Agent Is Not the Product. The Control Plane Is.",
      "explanation": "The earlier Work argues that the durable product is the governed execution environment around an agent; this Work explains why that external boundary becomes more important when intelligence itself can leave provider custody."
    },
    {
      "source": "artifact:you-cannot-recall-intelligence",
      "target": "artifact:the-cloud-is-filling-with-ghosts",
      "type": "conceptual_precursor_to",
      "group": "companions",
      "label": "Next: The Cloud Is Filling With Ghosts",
      "explanation": "This Work establishes that intelligence is not authority. The later Agent Sovereignty thesis applies that distinction to persistent populations of non-human actors, identity, capability leases, and agency governance."
    },
    {
      "source": "artifact:your-second-brain-is-not-a-production-architecture",
      "target": "artifact:i-was-summoning-ghosts-until-i-learned-to-build-the-machine",
      "type": "foundation",
      "group": "foundations",
      "label": "Begin with the personal failure mode",
      "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."
    },
    {
      "source": "artifact:your-second-brain-is-not-a-production-architecture",
      "target": "artifact:the-agents-are-not-the-bottleneck-you-are",
      "type": "continuation",
      "group": "continue",
      "label": "Scale beyond one person's memory",
      "explanation": "The strategic thesis shows the organizational consequence of relying on one person's context and attention after machine execution becomes abundant."
    },
    {
      "source": "artifact:architecture-review-plane-interactive-concepts",
      "target": "artifact:nine-complete-enterprise-sites-one-ai-prototyping-lab",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "",
      "explanation": ""
    },
    {
      "source": "artifact:clear-thinking-is-the-control-plane",
      "target": "artifact:demo-debt",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Demo Debt",
      "explanation": ""
    },
    {
      "source": "artifact:do-not-outsource-the-brain",
      "target": "artifact:demo-debt",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Demo Debt",
      "explanation": ""
    },
    {
      "source": "artifact:indispensable-is-not-a-compliment",
      "target": "artifact:demo-debt",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Demo Debt",
      "explanation": ""
    },
    {
      "source": "artifact:indispensable-is-not-a-compliment",
      "target": "artifact:the-hands-i-never-had",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "The Hands I Never Had",
      "explanation": ""
    },
    {
      "source": "artifact:jadorable-bichons-six-website-concepts",
      "target": "artifact:architecture-review-plane-interactive-concepts",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "",
      "explanation": ""
    },
    {
      "source": "artifact:nine-complete-enterprise-sites-one-ai-prototyping-lab",
      "target": "artifact:architecture-review-plane-interactive-concepts",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Architecture Review Plane: Three Interactive Product Concepts",
      "explanation": ""
    },
    {
      "source": "artifact:share-the-prototype-not-every-mutation",
      "target": "artifact:demo-debt",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Demo Debt",
      "explanation": ""
    },
    {
      "source": "artifact:share-the-prototype-not-every-mutation",
      "target": "artifact:your-second-brain-is-not-a-production-architecture",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Your Second Brain Is Not a Production Architecture",
      "explanation": ""
    },
    {
      "source": "artifact:share-the-prototype-not-every-mutation",
      "target": "artifact:how-shareplane-works",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "How SharePlane Works",
      "explanation": ""
    },
    {
      "source": "artifact:source-before-agent",
      "target": "artifact:demo-debt",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "",
      "explanation": ""
    },
    {
      "source": "artifact:the-repository-that-wakes-up",
      "target": "artifact:your-work-is-evaporating",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Your Work Is Evaporating",
      "explanation": ""
    },
    {
      "source": "artifact:the-repository-that-wakes-up",
      "target": "artifact:how-shareplane-works",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "How SharePlane Works",
      "explanation": ""
    },
    {
      "source": "artifact:the-repository-that-wakes-up",
      "target": "artifact:your-second-brain-is-not-a-production-architecture",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Your Second Brain Is Not a Production Architecture",
      "explanation": ""
    },
    {
      "source": "artifact:your-work-is-evaporating",
      "target": "artifact:how-shareplane-works",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "How SharePlane Works",
      "explanation": ""
    },
    {
      "source": "artifact:your-work-is-evaporating",
      "target": "artifact:your-second-brain-is-not-a-production-architecture",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Your Second Brain Is Not a Production Architecture",
      "explanation": ""
    },
    {
      "source": "artifact:your-work-is-evaporating",
      "target": "artifact:demo-debt",
      "type": "relatedTo",
      "group": "relatedTo",
      "label": "Demo Debt",
      "explanation": ""
    },
    {
      "source": "artifact:architecture-and-intent",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "extends",
      "group": "extends",
      "label": "Extends: The Agent Is Not the Product",
      "explanation": "Architecture and Intent extends the control-plane thesis by making authority, semantics, consequence, and stop conditions explicit architectural planes."
    },
    {
      "source": "artifact:architecture-and-intent",
      "target": "artifact:beyond-the-agent",
      "type": "companion_to",
      "group": "companion_to",
      "label": "Companion: Beyond the Agent",
      "explanation": "Beyond the Agent develops the institutional authority, verification, trust, and human-judgment concerns that Architecture and Intent models architecturally."
    },
    {
      "source": "artifact:architecture-and-intent",
      "target": "artifact:the-semantic-operating-system",
      "type": "companion_to",
      "group": "companion_to",
      "label": "Companion: The Semantic Operating System",
      "explanation": "The Semantic Operating System provides a companion treatment of identity, semantics, authority, provenance, state, evidence, and relationships as durable operating context."
    },
    {
      "source": "artifact:commissioned-not-deployed",
      "target": "artifact:architecture-and-intent",
      "type": "companion_to",
      "group": "companion_to",
      "label": "Architecture & Intent",
      "explanation": "Companion work on the relationship between architecture, intent, and the systems that must preserve both."
    },
    {
      "source": "artifact:commissioned-not-deployed",
      "target": "artifact:done-has-a-half-life",
      "type": "extends",
      "group": "extends",
      "label": "Done Has a Half-Life",
      "explanation": "Extends the argument that completion decays unless state, evidence, and authority remain observable over time."
    },
    {
      "source": "artifact:commissioned-not-deployed",
      "target": "artifact:beyond-the-agent",
      "type": "companion_to",
      "group": "companion_to",
      "label": "Beyond the Agent",
      "explanation": "Companion work about moving from individual agents toward governed systems of intent, authority, and durable context."
    }
  ],
  "edgePolicy": "Declared relationships only. Topic similarity does not create edges."
}
