{
  "code": null,
  "collection": "architecture",
  "href": "https://banes-lab.com/ontology#architecture-prompt-sprawl",
  "id": "prompt-sprawl",
  "kind": "anti-pattern",
  "layer": {
    "href": "https://banes-lab.com/ontology/schema#layer-enforcement-core",
    "json": "https://banes-lab.com/json/records/layer/enforcement-core",
    "label": "Enforcement Core",
    "markdown": "https://banes-lab.com/records/layer/enforcement-core.md",
    "ref": "layer:enforcement-core"
  },
  "name": "Prompt Sprawl",
  "ref": "architecture:prompt-sprawl",
  "relations": [
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-prompt-registry",
          "json": "https://banes-lab.com/json/records/lexicon/prompt-registry",
          "label": "Prompt Registry",
          "markdown": "https://banes-lab.com/records/lexicon/prompt-registry.md",
          "ref": "lexicon:prompt-registry"
        },
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-prompt-versioning",
          "json": "https://banes-lab.com/json/records/lexicon/prompt-versioning",
          "label": "Prompt Versioning",
          "markdown": "https://banes-lab.com/records/lexicon/prompt-versioning.md",
          "ref": "lexicon:prompt-versioning"
        },
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-evaluation-suite",
          "json": "https://banes-lab.com/json/records/lexicon/evaluation-suite",
          "label": "Evaluation Suite",
          "markdown": "https://banes-lab.com/records/lexicon/evaluation-suite.md",
          "ref": "lexicon:evaluation-suite"
        },
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-centralized-model-configuration",
          "json": "https://banes-lab.com/json/records/lexicon/centralized-model-configuration",
          "label": "Centralized Model Configuration",
          "markdown": "https://banes-lab.com/records/lexicon/centralized-model-configuration.md",
          "ref": "lexicon:centralized-model-configuration"
        }
      ],
      "relation": "refactored-by"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/schema#vocabulary-severity-discouraged",
          "json": "https://banes-lab.com/json/records/vocabulary/severity-discouraged",
          "label": "discouraged",
          "markdown": "https://banes-lab.com/records/vocabulary/severity-discouraged.md",
          "ref": "vocabulary:severity-discouraged"
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      ],
      "relation": "severity"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology#architecture-category-anti-patterns",
          "json": "https://banes-lab.com/json/records/architecture-category/anti-patterns",
          "label": "Anti-patterns",
          "markdown": "https://banes-lab.com/records/architecture-category/anti-patterns.md",
          "ref": "architecture-category:anti-patterns"
        }
      ],
      "relation": "category"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/schema#force-contract-compatibility",
          "json": "https://banes-lab.com/json/records/force/contract-compatibility",
          "label": "Contract compatibility",
          "markdown": "https://banes-lab.com/records/force/contract-compatibility.md",
          "ref": "force:contract-compatibility"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#force-model-governance",
          "json": "https://banes-lab.com/json/records/force/model-governance",
          "label": "Model governance",
          "markdown": "https://banes-lab.com/records/force/model-governance.md",
          "ref": "force:model-governance"
        }
      ],
      "relation": "force"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology#architecture-prompt-engineering",
          "json": "https://banes-lab.com/json/records/architecture/prompt-engineering",
          "label": "Prompt Engineering",
          "markdown": "https://banes-lab.com/records/architecture/prompt-engineering.md",
          "ref": "architecture:prompt-engineering"
        }
      ],
      "relation": "negated-by"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology#architecture-prompt-engineering",
          "json": "https://banes-lab.com/json/records/architecture/prompt-engineering",
          "label": "Prompt Engineering",
          "markdown": "https://banes-lab.com/records/architecture/prompt-engineering.md",
          "ref": "architecture:prompt-engineering"
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      ],
      "relation": "violates"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/software-architecture/scale#systems-built-around-a-model",
          "json": "https://banes-lab.com/json/software-architecture/scale/systems-built-around-a-model",
          "label": "Systems built around a model",
          "markdown": "https://banes-lab.com/software-architecture/scale/systems-built-around-a-model.md",
          "ref": "chapter:/software-architecture/scale#systems-built-around-a-model"
        },
        {
          "href": "https://banes-lab.com/ontology#architecture-category-anti-patterns",
          "json": "https://banes-lab.com/json/ontology/principles/architecture-category-anti-patterns",
          "label": "Anti-patterns",
          "markdown": "https://banes-lab.com/ontology/principles/architecture-category-anti-patterns.md",
          "ref": "chapter:/ontology#architecture-category-anti-patterns"
        },
        {
          "href": "https://banes-lab.com/ontology#architecture-category-model-architecture",
          "json": "https://banes-lab.com/json/ontology/principles/architecture-category-model-architecture",
          "label": "Model Architecture",
          "markdown": "https://banes-lab.com/ontology/principles/architecture-category-model-architecture.md",
          "ref": "chapter:/ontology#architecture-category-model-architecture"
        },
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-category-model-architecture",
          "json": "https://banes-lab.com/json/ontology/lexicon/lexicon-category-model-architecture",
          "label": "Model Architecture",
          "markdown": "https://banes-lab.com/ontology/lexicon/lexicon-category-model-architecture.md",
          "ref": "chapter:/ontology/lexicon#lexicon-category-model-architecture"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#the-vocabulary-severity",
          "json": "https://banes-lab.com/json/ontology/schema/the-vocabulary-severity",
          "label": "Severity levels",
          "markdown": "https://banes-lab.com/ontology/schema/the-vocabulary-severity.md",
          "ref": "chapter:/ontology/schema#the-vocabulary-severity"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#the-forces",
          "json": "https://banes-lab.com/json/ontology/schema/the-forces",
          "label": "The forces",
          "markdown": "https://banes-lab.com/ontology/schema/the-forces.md",
          "ref": "chapter:/ontology/schema#the-forces"
        }
      ],
      "relation": "linked-from"
    }
  ],
  "summary": "A defect in which prompts, model parameters and output schemas are scattered through code without versions or evaluation.",
  "siblings": {
    "next": {
      "href": "https://banes-lab.com/ontology#architecture-ungrounded-content",
      "json": "https://banes-lab.com/json/records/architecture/ungrounded-content",
      "label": "Ungrounded Content",
      "markdown": "https://banes-lab.com/records/architecture/ungrounded-content.md",
      "ref": "architecture:ungrounded-content"
    },
    "previous": {
      "href": "https://banes-lab.com/ontology#architecture-flaky-test-normalization",
      "json": "https://banes-lab.com/json/records/architecture/flaky-test-normalization",
      "label": "Flaky Test Normalization",
      "markdown": "https://banes-lab.com/records/architecture/flaky-test-normalization.md",
      "ref": "architecture:flaky-test-normalization"
    }
  },
  "up": {
    "href": null,
    "json": "https://banes-lab.com/json/api/records/architecture",
    "label": "Architecture principles",
    "markdown": "https://banes-lab.com/api/records/architecture.md",
    "ref": "api:records/architecture"
  },
  "aliases": [],
  "exemplar": {
    "after": "const summary = model.run(FOO_PROMPTS.summarize({ foo }));",
    "before": "const a = model.run(\"summarize this foo: \" + foo);\nconst b = model.run(\"pls summarize foo \" + foo);",
    "lang": "ts",
    "medium": "code"
  },
  "formedBy": "Scatter prompts, retrieval rules, model parameters, safety instructions, and output schemas across code without versioning, evaluation, or ownership.",
  "scope": [
    "contract_compatibility",
    "model_governance"
  ],
  "severity": "discouraged"
}