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  "slug": "done-has-a-half-life",
  "title": "Done Has a Half-Life",
  "thesis": "Everything meaningful should become explicitly done. Nothing meaningful should become permanently exempt from reconsideration.",
  "abstract": "Artificial intelligence changes the economics beneath completion. An accepted implementation can remain functional while changed capability, evidence, economics, requirements, dependencies, or risk erode its presumption of continued fitness. The answer is continuous reconsiderability with selective, governed adaptation.",
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    "completion-half-life",
    "context-debt",
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    "governed-adaptation",
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    "ai-native-operating-model"
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  "date": "2026-09-02",
  "dateLabel": "Published",
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  "publicationState": "PUBLISHED",
  "updated": "2026-09-02",
  "sourceDates": {
    "created": "2026-08-31",
    "updated": "2026-09-02",
    "published": "2026-09-02"
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      "title": "State of AI-assisted Software Development 2025",
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      "title": "Balancing AI tensions: Moving from AI adoption to effective SDLC use",
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      "type": "primary-research-analysis",
      "role": "Scoped current AI-assisted delivery context",
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      "type": "randomized-controlled-trial",
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      "role": "Follow-up qualification of the earlier productivity result",
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      "title": "Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile",
      "locator": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence",
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  "author": {
    "name": "Tony Malott",
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      "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."
    },
    {
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      "type": "extends",
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      "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."
    },
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      "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."
    },
    {
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      "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."
    },
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      "target": "artifact:four-days-that-changed-the-scale-of-one-engineer",
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      "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."
    }
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