{
  "architecture": {
    "adrs": [
      {
        "chosen": "TurfTrue Clear chosen: bounded, source-dated, no-data, and human-decided.",
        "consequences": [
          "TurfTrue Clear consequences: bounded, source-dated, no-data, and human-decided."
        ],
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "decision": "TurfTrue Clear decision: bounded, source-dated, no-data, and human-decided.",
        "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
        "options": [
          "TurfTrue Clear options: bounded, source-dated, no-data, and human-decided."
        ],
        "reversal": "TurfTrue Clear reversal: bounded, source-dated, no-data, and human-decided.",
        "revisit_when": "TurfTrue Clear revisit when: bounded, source-dated, no-data, and human-decided.",
        "risks": [
          "TurfTrue Clear risks: bounded, source-dated, no-data, and human-decided."
        ],
        "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "anti_overengineering": {
      "flagged": [
        {
          "item": "TurfTrue Clear item: bounded, source-dated, no-data, and human-decided.",
          "simpler": "TurfTrue Clear simpler: bounded, source-dated, no-data, and human-decided.",
          "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "api": {
      "backward_compat": "TurfTrue Clear backward compat: bounded, source-dated, no-data, and human-decided.",
      "contract_testing": "TurfTrue Clear contract testing: bounded, source-dated, no-data, and human-decided.",
      "error_format": "TurfTrue Clear error format: bounded, source-dated, no-data, and human-decided.",
      "idempotency": "TurfTrue Clear idempotency: bounded, source-dated, no-data, and human-decided.",
      "pagination": "TurfTrue Clear pagination: bounded, source-dated, no-data, and human-decided.",
      "public_vs_internal": "TurfTrue Clear public vs internal: bounded, source-dated, no-data, and human-decided.",
      "rate_limiting": "TurfTrue Clear rate limiting: bounded, source-dated, no-data, and human-decided.",
      "retries": "TurfTrue Clear retries: bounded, source-dated, no-data, and human-decided.",
      "style": "TurfTrue Clear style: bounded, source-dated, no-data, and human-decided.",
      "versioning": "TurfTrue Clear versioning: bounded, source-dated, no-data, and human-decided.",
      "webhook_security": "TurfTrue Clear webhook security: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
    },
    "archetype_impact": "TurfTrue Clear archetype impact: bounded, source-dated, no-data, and human-decided.",
    "archetypes": [
      "TurfTrue Clear archetypes: bounded, source-dated, no-data, and human-decided."
    ],
    "audit": {
      "compliance": "TurfTrue Clear compliance: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals.",
      "cost": "TurfTrue Clear cost: bounded, source-dated, no-data, and human-decided.",
      "dx": "TurfTrue Clear dx: bounded, source-dated, no-data, and human-decided.",
      "extensibility": "TurfTrue Clear extensibility: bounded, source-dated, no-data, and human-decided.",
      "maintainability": "TurfTrue Clear maintainability: bounded, source-dated, no-data, and human-decided.",
      "ops_burden": "TurfTrue Clear ops burden: bounded, source-dated, no-data, and human-decided.",
      "performance": "TurfTrue Clear performance: bounded, source-dated, no-data, and human-decided.",
      "product_fit": "TurfTrue Clear product fit: bounded, source-dated, no-data, and human-decided.",
      "recommendation": {
        "ai_approach": "TurfTrue Clear ai approach: bounded, source-dated, no-data, and human-decided.",
        "auth": "TurfTrue Clear auth: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
        "avoid": [
          "TurfTrue Clear avoid: bounded, source-dated, no-data, and human-decided."
        ],
        "biggest_risks": [
          "TurfTrue Clear biggest risks: bounded, source-dated, no-data, and human-decided."
        ],
        "build_first": [
          "TurfTrue Clear build first: bounded, source-dated, no-data, and human-decided."
        ],
        "database": "TurfTrue Clear database: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
        "first_10_steps": [
          "TurfTrue Clear first 10 steps: bounded, source-dated, no-data, and human-decided."
        ],
        "hosting": "TurfTrue Clear hosting: bounded, source-dated, no-data, and human-decided.",
        "integrations": "TurfTrue Clear integrations: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
        "revisit_later": [
          "TurfTrue Clear revisit later: bounded, source-dated, no-data, and human-decided."
        ],
        "stack": "TurfTrue Clear stack: bounded, source-dated, no-data, and human-decided.",
        "style": "TurfTrue Clear style: bounded, source-dated, no-data, and human-decided.",
        "top_10_rules": [
          "TurfTrue Clear top 10 rules: bounded, source-dated, no-data, and human-decided."
        ]
      },
      "reliability": "TurfTrue Clear reliability: bounded, source-dated, no-data, and human-decided.",
      "scalability": "TurfTrue Clear scalability: bounded, source-dated, no-data, and human-decided.",
      "security": "TurfTrue Clear security: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "simplicity": "TurfTrue Clear simplicity: bounded, source-dated, no-data, and human-decided.",
      "team_suitability": "TurfTrue Clear team suitability: bounded, source-dated, no-data, and human-decided.",
      "time_to_market": "TurfTrue Clear time to market: bounded, source-dated, no-data, and human-decided."
    },
    "backend": {
      "authorization": "TurfTrue Clear authorization: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "config": "TurfTrue Clear config: bounded, source-dated, no-data, and human-decided.",
      "di": "TurfTrue Clear di: bounded, source-dated, no-data, and human-decided.",
      "domain": "TurfTrue Clear domain: bounded, source-dated, no-data, and human-decided.",
      "email_sms": "TurfTrue Clear email sms: bounded, source-dated, no-data, and human-decided.",
      "errors": "TurfTrue Clear errors: bounded, source-dated, no-data, and human-decided.",
      "events": "TurfTrue Clear events: bounded, source-dated, no-data, and human-decided.",
      "files": "TurfTrue Clear files: bounded, source-dated, no-data, and human-decided.",
      "framework": "TurfTrue Clear framework: bounded, source-dated, no-data, and human-decided.",
      "jobs": "TurfTrue Clear jobs: bounded, source-dated, no-data, and human-decided.",
      "layering": "TurfTrue Clear layering: bounded, source-dated, no-data, and human-decided.",
      "logging": "TurfTrue Clear logging: bounded, source-dated, no-data, and human-decided.",
      "repositories": "TurfTrue Clear repositories: bounded, source-dated, no-data, and human-decided.",
      "scheduled": "TurfTrue Clear scheduled: bounded, source-dated, no-data, and human-decided.",
      "services": "TurfTrue Clear services: bounded, source-dated, no-data, and human-decided.",
      "testing": "TurfTrue Clear testing: bounded, source-dated, no-data, and human-decided.",
      "validation": "TurfTrue Clear validation: bounded, source-dated, no-data, and human-decided."
    },
    "chosen_rationale": "TurfTrue Clear chosen rationale: bounded, source-dated, no-data, and human-decided.",
    "chosen_style": "TurfTrue Clear chosen style: bounded, source-dated, no-data, and human-decided.",
    "cost": {
      "controls": [
        "TurfTrue Clear controls: bounded, source-dated, no-data, and human-decided."
      ],
      "drivers": [
        {
          "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
          "note": "TurfTrue Clear note: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "likely_traps": [
        "TurfTrue Clear likely traps: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "data_architecture": {
      "audit_logs": "TurfTrue Clear audit logs: bounded, source-dated, no-data, and human-decided.",
      "backups": "TurfTrue Clear backups: bounded, source-dated, no-data, and human-decided.",
      "cache": "TurfTrue Clear cache: bounded, source-dated, no-data, and human-decided.",
      "encryption": "TurfTrue Clear encryption: bounded, source-dated, no-data, and human-decided.",
      "migrations": "TurfTrue Clear migrations: bounded, source-dated, no-data, and human-decided.",
      "multi_tenancy": "TurfTrue Clear multi tenancy: bounded, source-dated, no-data, and human-decided.",
      "object_storage": "TurfTrue Clear object storage: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "primary_db": "TurfTrue Clear primary db: bounded, source-dated, no-data, and human-decided.",
      "privacy": "TurfTrue Clear privacy: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "retention": "TurfTrue Clear retention: bounded, source-dated, no-data, and human-decided.",
      "schema_strategy": "TurfTrue Clear schema strategy: bounded, source-dated, no-data, and human-decided.",
      "search": "TurfTrue Clear search: bounded, source-dated, no-data, and human-decided.",
      "secondary": [
        "TurfTrue Clear secondary: bounded, source-dated, no-data, and human-decided."
      ],
      "soft_delete": "TurfTrue Clear soft delete: bounded, source-dated, no-data, and human-decided.",
      "vector": "TurfTrue Clear vector: bounded, source-dated, no-data, and human-decided."
    },
    "devops": {
      "alerting": "TurfTrue Clear alerting: bounded, source-dated, no-data, and human-decided.",
      "cicd": "TurfTrue Clear cicd: bounded, source-dated, no-data, and human-decided.",
      "cost_monitoring": "TurfTrue Clear cost monitoring: bounded, source-dated, no-data, and human-decided.",
      "environments": [
        "TurfTrue Clear environments: bounded, source-dated, no-data, and human-decided."
      ],
      "error_tracking": "TurfTrue Clear error tracking: bounded, source-dated, no-data, and human-decided.",
      "feature_flags": "TurfTrue Clear feature flags: bounded, source-dated, no-data, and human-decided.",
      "iac": "TurfTrue Clear iac: bounded, source-dated, no-data, and human-decided.",
      "logs": "TurfTrue Clear logs: bounded, source-dated, no-data, and human-decided.",
      "migrations": "TurfTrue Clear migrations: bounded, source-dated, no-data, and human-decided.",
      "monitoring": "TurfTrue Clear monitoring: bounded, source-dated, no-data, and human-decided.",
      "preview_envs": "TurfTrue Clear preview envs: bounded, source-dated, no-data, and human-decided.",
      "release_style": "TurfTrue Clear release style: bounded, source-dated, no-data, and human-decided.",
      "rollback": "TurfTrue Clear rollback: bounded, source-dated, no-data, and human-decided.",
      "secrets": "TurfTrue Clear secrets: bounded, source-dated, no-data, and human-decided.",
      "uptime": "TurfTrue Clear uptime: bounded, source-dated, no-data, and human-decided."
    },
    "diagrams": {
      "auth_flow_mermaid": "TurfTrue Clear auth flow mermaid: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "authz_flow_mermaid": "TurfTrue Clear authz flow mermaid: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "background_job_mermaid": "TurfTrue Clear background job mermaid: bounded, source-dated, no-data, and human-decided.",
      "container_mermaid": "TurfTrue Clear container mermaid: bounded, source-dated, no-data, and human-decided.",
      "context_mermaid": "TurfTrue Clear context mermaid: bounded, source-dated, no-data, and human-decided.",
      "data_flow_mermaid": "TurfTrue Clear data flow mermaid: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "deployment_mermaid": "TurfTrue Clear deployment mermaid: bounded, source-dated, no-data, and human-decided.",
      "event_flow_mermaid": "TurfTrue Clear event flow mermaid: bounded, source-dated, no-data, and human-decided.",
      "failure_flow_mermaid": "TurfTrue Clear failure flow mermaid: bounded, source-dated, no-data, and human-decided.",
      "multi_tenant_flow_mermaid": "TurfTrue Clear multi tenant flow mermaid: bounded, source-dated, no-data, and human-decided."
    },
    "forces_ranked": [
      {
        "force": "TurfTrue Clear force: bounded, source-dated, no-data, and human-decided.",
        "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "frontend": {
      "a11y": "TurfTrue Clear a11y: bounded, source-dated, no-data, and human-decided.",
      "auth_ui": "TurfTrue Clear auth ui: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "authz_aware_ui": "TurfTrue Clear authz aware ui: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "bundling": "TurfTrue Clear bundling: bounded, source-dated, no-data, and human-decided.",
      "components": "TurfTrue Clear components: bounded, source-dated, no-data, and human-decided.",
      "design_system": "TurfTrue Clear design system: bounded, source-dated, no-data, and human-decided.",
      "error_handling": "TurfTrue Clear error handling: bounded, source-dated, no-data, and human-decided.",
      "forms": "TurfTrue Clear forms: bounded, source-dated, no-data, and human-decided.",
      "framework": "TurfTrue Clear framework: bounded, source-dated, no-data, and human-decided.",
      "i18n": "TurfTrue Clear i18n: bounded, source-dated, no-data, and human-decided.",
      "offline": "TurfTrue Clear offline: bounded, source-dated, no-data, and human-decided.",
      "performance": "TurfTrue Clear performance: bounded, source-dated, no-data, and human-decided.",
      "realtime": "TurfTrue Clear realtime: bounded, source-dated, no-data, and human-decided.",
      "rendering": "TurfTrue Clear rendering: bounded, source-dated, no-data, and human-decided.",
      "routing": "TurfTrue Clear routing: bounded, source-dated, no-data, and human-decided.",
      "server_state": "TurfTrue Clear server state: bounded, source-dated, no-data, and human-decided.",
      "state": "TurfTrue Clear state: bounded, source-dated, no-data, and human-decided.",
      "testing": "TurfTrue Clear testing: bounded, source-dated, no-data, and human-decided."
    },
    "modules": [
      {
        "depends_on": [
          "TurfTrue Clear depends on: bounded, source-dated, no-data, and human-decided."
        ],
        "entities": [
          "TurfTrue Clear entities: bounded, source-dated, no-data, and human-decided."
        ],
        "events_consumed": [
          "TurfTrue Clear events consumed: bounded, source-dated, no-data, and human-decided."
        ],
        "events_produced": [
          "TurfTrue Clear events produced: bounded, source-dated, no-data, and human-decided."
        ],
        "failure_risks": [
          "TurfTrue Clear failure risks: bounded, source-dated, no-data, and human-decided."
        ],
        "interfaces": [
          "TurfTrue Clear interfaces: bounded, source-dated, no-data, and human-decided."
        ],
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "owned_data": [
          "TurfTrue Clear owned data: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "responsibility": "TurfTrue Clear responsibility: bounded, source-dated, no-data, and human-decided.",
        "scaling": "TurfTrue Clear scaling: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "multi_tenancy": {
      "billing": "TurfTrue Clear billing: bounded, source-dated, no-data, and human-decided.",
      "branding": "TurfTrue Clear branding: bounded, source-dated, no-data, and human-decided.",
      "isolation": "TurfTrue Clear isolation: bounded, source-dated, no-data, and human-decided.",
      "model": "TurfTrue Clear model: bounded, source-dated, no-data, and human-decided.",
      "noisy_neighbor": "TurfTrue Clear noisy neighbor: bounded, source-dated, no-data, and human-decided.",
      "tenant_audit": "TurfTrue Clear tenant audit: bounded, source-dated, no-data, and human-decided.",
      "tenant_aware_authz": "TurfTrue Clear tenant aware authz: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "tenant_config": "TurfTrue Clear tenant config: bounded, source-dated, no-data, and human-decided.",
      "tenant_deletion": "TurfTrue Clear tenant deletion: bounded, source-dated, no-data, and human-decided.",
      "tenant_export": "TurfTrue Clear tenant export: bounded, source-dated, no-data, and human-decided.",
      "tenant_rate_limits": "TurfTrue Clear tenant rate limits: bounded, source-dated, no-data, and human-decided.",
      "why_this_fits": "TurfTrue Clear why this fits: bounded, source-dated, no-data, and human-decided."
    },
    "observability": {
      "alert_thresholds": [
        "TurfTrue Clear alert thresholds: bounded, source-dated, no-data, and human-decided."
      ],
      "audit_events": "TurfTrue Clear audit events: bounded, source-dated, no-data, and human-decided.",
      "business_events": "TurfTrue Clear business events: bounded, source-dated, no-data, and human-decided.",
      "cost_monitoring": "TurfTrue Clear cost monitoring: bounded, source-dated, no-data, and human-decided.",
      "dashboards": [
        "TurfTrue Clear dashboards: bounded, source-dated, no-data, and human-decided."
      ],
      "error_tracking": "TurfTrue Clear error tracking: bounded, source-dated, no-data, and human-decided.",
      "logs": "TurfTrue Clear logs: bounded, source-dated, no-data, and human-decided.",
      "metrics": "TurfTrue Clear metrics: bounded, source-dated, no-data, and human-decided.",
      "security_monitoring": "TurfTrue Clear security monitoring: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "traces": "TurfTrue Clear traces: bounded, source-dated, no-data, and human-decided.",
      "triage": "TurfTrue Clear triage: bounded, source-dated, no-data, and human-decided."
    },
    "options": [
      {
        "complexity": "TurfTrue Clear complexity: bounded, source-dated, no-data, and human-decided.",
        "cost": "TurfTrue Clear cost: bounded, source-dated, no-data, and human-decided.",
        "fits_here": "TurfTrue Clear fits here: bounded, source-dated, no-data, and human-decided.",
        "fits_when": "TurfTrue Clear fits when: bounded, source-dated, no-data, and human-decided.",
        "ops_burden": "TurfTrue Clear ops burden: bounded, source-dated, no-data, and human-decided.",
        "recommended": "TurfTrue Clear recommended: bounded, source-dated, no-data, and human-decided.",
        "scaling_path": "TurfTrue Clear scaling path: bounded, source-dated, no-data, and human-decided.",
        "security_impact": "TurfTrue Clear security impact: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
        "style": "TurfTrue Clear style: bounded, source-dated, no-data, and human-decided.",
        "team_fit": "TurfTrue Clear team fit: bounded, source-dated, no-data, and human-decided.",
        "wrong_here": "TurfTrue Clear wrong here: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "personality": [
      "TurfTrue Clear personality: bounded, source-dated, no-data, and human-decided."
    ],
    "privacy_compliance": {
      "access_logs": "TurfTrue Clear access logs: bounded, source-dated, no-data, and human-decided.",
      "admin_controls": "TurfTrue Clear admin controls: bounded, source-dated, no-data, and human-decided.",
      "audit_trails": "TurfTrue Clear audit trails: bounded, source-dated, no-data, and human-decided.",
      "boundaries": "TurfTrue Clear boundaries: bounded, source-dated, no-data, and human-decided.",
      "breach_response": "TurfTrue Clear breach response: bounded, source-dated, no-data, and human-decided.",
      "consent": "TurfTrue Clear consent: bounded, source-dated, no-data, and human-decided.",
      "data_classification": "TurfTrue Clear data classification: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "evidence_collection": "TurfTrue Clear evidence collection: bounded, source-dated, no-data, and human-decided.",
      "legal_hold": "TurfTrue Clear legal hold: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals.",
      "minimization": "TurfTrue Clear minimization: bounded, source-dated, no-data, and human-decided.",
      "residency": "TurfTrue Clear residency: bounded, source-dated, no-data, and human-decided.",
      "retention": "TurfTrue Clear retention: bounded, source-dated, no-data, and human-decided.",
      "right_to_delete": "TurfTrue Clear right to delete: bounded, source-dated, no-data, and human-decided.",
      "right_to_export": "TurfTrue Clear right to export: bounded, source-dated, no-data, and human-decided.",
      "sensitive_handling": "TurfTrue Clear sensitive handling: bounded, source-dated, no-data, and human-decided.",
      "vendor_risk": "TurfTrue Clear vendor risk: bounded, source-dated, no-data, and human-decided."
    },
    "quality_scenarios": [
      {
        "assumption": "TurfTrue Clear assumption: bounded, source-dated, no-data, and human-decided.",
        "attribute": "TurfTrue Clear attribute: bounded, source-dated, no-data, and human-decided.",
        "target": "TurfTrue Clear target: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "rejected": [
      {
        "style": "TurfTrue Clear style: bounded, source-dated, no-data, and human-decided.",
        "why_rejected": "TurfTrue Clear why rejected: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "reliability": {
      "circuit_breaker": "TurfTrue Clear circuit breaker: bounded, source-dated, no-data, and human-decided.",
      "dlq": "TurfTrue Clear dlq: bounded, source-dated, no-data, and human-decided.",
      "dr": "TurfTrue Clear dr: bounded, source-dated, no-data, and human-decided.",
      "failure_modes": [
        "TurfTrue Clear failure modes: bounded, source-dated, no-data, and human-decided."
      ],
      "graceful_degradation": "TurfTrue Clear graceful degradation: bounded, source-dated, no-data, and human-decided.",
      "idempotency": "TurfTrue Clear idempotency: bounded, source-dated, no-data, and human-decided.",
      "incident_response": "TurfTrue Clear incident response: bounded, source-dated, no-data, and human-decided.",
      "queueing": "TurfTrue Clear queueing: bounded, source-dated, no-data, and human-decided.",
      "retry_policy": "TurfTrue Clear retry policy: bounded, source-dated, no-data, and human-decided.",
      "slos": [
        {
          "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
          "target": "TurfTrue Clear target: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "timeouts": "TurfTrue Clear timeouts: bounded, source-dated, no-data, and human-decided.",
      "transactions": "TurfTrue Clear transactions: bounded, source-dated, no-data, and human-decided."
    },
    "risks": [
      {
        "category": "TurfTrue Clear category: bounded, source-dated, no-data, and human-decided.",
        "detection": "TurfTrue Clear detection: bounded, source-dated, no-data, and human-decided.",
        "escalation": "TurfTrue Clear escalation: bounded, source-dated, no-data, and human-decided.",
        "fallback": "TurfTrue Clear fallback: bounded, source-dated, no-data, and human-decided.",
        "impact": "TurfTrue Clear impact: bounded, source-dated, no-data, and human-decided.",
        "likelihood": "TurfTrue Clear likelihood: bounded, source-dated, no-data, and human-decided.",
        "mitigation": "TurfTrue Clear mitigation: bounded, source-dated, no-data, and human-decided.",
        "owner": "TurfTrue Clear owner: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "roadmap": [
      {
        "acceptable_debt": [
          "TurfTrue Clear acceptable debt: bounded, source-dated, no-data, and human-decided."
        ],
        "avoid": [
          "TurfTrue Clear avoid: bounded, source-dated, no-data, and human-decided."
        ],
        "build": [
          "TurfTrue Clear build: bounded, source-dated, no-data, and human-decided."
        ],
        "dangerous_debt": [
          "TurfTrue Clear dangerous debt: bounded, source-dated, no-data, and human-decided."
        ],
        "defer": [
          "TurfTrue Clear defer: bounded, source-dated, no-data, and human-decided."
        ],
        "monitor": [
          "TurfTrue Clear monitor: bounded, source-dated, no-data, and human-decided."
        ],
        "phase": "TurfTrue Clear phase: bounded, source-dated, no-data, and human-decided.",
        "triggers_to_change": [
          "TurfTrue Clear triggers to change: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "rules": [
      "TurfTrue Clear rules: bounded, source-dated, no-data, and human-decided."
    ],
    "scaling": {
      "api_path": "TurfTrue Clear api path: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "breaks_first": "TurfTrue Clear breaks first: bounded, source-dated, no-data, and human-decided.",
      "cache_path": "TurfTrue Clear cache path: bounded, source-dated, no-data, and human-decided.",
      "cost_control": "TurfTrue Clear cost control: bounded, source-dated, no-data, and human-decided.",
      "db_path": "TurfTrue Clear db path: bounded, source-dated, no-data, and human-decided.",
      "deferrable": [
        "TurfTrue Clear deferrable: bounded, source-dated, no-data, and human-decided."
      ],
      "files_path": "TurfTrue Clear files path: bounded, source-dated, no-data, and human-decided.",
      "jobs_path": "TurfTrue Clear jobs path: bounded, source-dated, no-data, and human-decided.",
      "modular_now": [
        "TurfTrue Clear modular now: bounded, source-dated, no-data, and human-decided."
      ],
      "multi_region": "TurfTrue Clear multi region: bounded, source-dated, no-data, and human-decided.",
      "mvp_can_stay_simple": [
        "TurfTrue Clear mvp can stay simple: bounded, source-dated, no-data, and human-decided."
      ],
      "search_path": "TurfTrue Clear search path: bounded, source-dated, no-data, and human-decided."
    },
    "security": {
      "abuse_cases": [
        "TurfTrue Clear abuse cases: bounded, source-dated, no-data, and human-decided."
      ],
      "admin_access": "TurfTrue Clear admin access: bounded, source-dated, no-data, and human-decided.",
      "api_protection": "TurfTrue Clear api protection: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "asvs_notes": "TurfTrue Clear asvs notes: bounded, source-dated, no-data, and human-decided.",
      "audit_log": "TurfTrue Clear audit log: bounded, source-dated, no-data, and human-decided.",
      "authn": "TurfTrue Clear authn: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "authz": "TurfTrue Clear authz: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "encryption": "TurfTrue Clear encryption: bounded, source-dated, no-data, and human-decided.",
      "input_validation": "TurfTrue Clear input validation: bounded, source-dated, no-data, and human-decided.",
      "secrets": "TurfTrue Clear secrets: bounded, source-dated, no-data, and human-decided.",
      "session": "TurfTrue Clear session: bounded, source-dated, no-data, and human-decided.",
      "supply_chain": "TurfTrue Clear supply chain: bounded, source-dated, no-data, and human-decided.",
      "tenant_isolation": "TurfTrue Clear tenant isolation: bounded, source-dated, no-data, and human-decided.",
      "threat_model": [
        "TurfTrue Clear threat model: bounded, source-dated, no-data, and human-decided."
      ],
      "zero_trust": "TurfTrue Clear zero trust: bounded, source-dated, no-data, and human-decided."
    },
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
    "target": {
      "ai": "TurfTrue Clear ai: bounded, source-dated, no-data, and human-decided.",
      "analytics": "TurfTrue Clear analytics: bounded, source-dated, no-data, and human-decided.",
      "api": "TurfTrue Clear api: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "authn_authz": "TurfTrue Clear authn authz: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "backend": "TurfTrue Clear backend: bounded, source-dated, no-data, and human-decided.",
      "background_jobs": "TurfTrue Clear background jobs: bounded, source-dated, no-data, and human-decided.",
      "data": "TurfTrue Clear data: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "deployment": "TurfTrue Clear deployment: bounded, source-dated, no-data, and human-decided.",
      "dr": "TurfTrue Clear dr: bounded, source-dated, no-data, and human-decided.",
      "frontend": "TurfTrue Clear frontend: bounded, source-dated, no-data, and human-decided.",
      "integrations": "TurfTrue Clear integrations: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "notifications": "TurfTrue Clear notifications: bounded, source-dated, no-data, and human-decided.",
      "object_storage": "TurfTrue Clear object storage: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "observability": "TurfTrue Clear observability: bounded, source-dated, no-data, and human-decided.",
      "overview": "TurfTrue Clear overview: bounded, source-dated, no-data, and human-decided.",
      "search": "TurfTrue Clear search: bounded, source-dated, no-data, and human-decided.",
      "security": "TurfTrue Clear security: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
    },
    "testing": {
      "a11y": "TurfTrue Clear a11y: bounded, source-dated, no-data, and human-decided.",
      "ai_eval": "TurfTrue Clear ai eval: bounded, source-dated, no-data, and human-decided.",
      "backup_restore": "TurfTrue Clear backup restore: bounded, source-dated, no-data, and human-decided.",
      "chaos": "TurfTrue Clear chaos: bounded, source-dated, no-data, and human-decided.",
      "contract": "TurfTrue Clear contract: bounded, source-dated, no-data, and human-decided.",
      "e2e": "TurfTrue Clear e2e: bounded, source-dated, no-data, and human-decided.",
      "integration": "TurfTrue Clear integration: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "load": "TurfTrue Clear load: bounded, source-dated, no-data, and human-decided.",
      "migration": "TurfTrue Clear migration: bounded, source-dated, no-data, and human-decided.",
      "security": "TurfTrue Clear security: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "test_data": "TurfTrue Clear test data: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "unit": "TurfTrue Clear unit: bounded, source-dated, no-data, and human-decided."
    },
    "tradeoffs": [
      "TurfTrue Clear tradeoffs: bounded, source-dated, no-data, and human-decided."
    ]
  },
  "canva": {
    "background": {
      "cta_gradient": "TurfTrue Clear cta gradient: bounded, source-dated, no-data, and human-decided.",
      "hero_gradient": "TurfTrue Clear hero gradient: bounded, source-dated, no-data, and human-decided.",
      "section_wash": "TurfTrue Clear section wash: bounded, source-dated, no-data, and human-decided."
    },
    "family": {
      "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
      "motion": "TurfTrue Clear motion: bounded, source-dated, no-data, and human-decided.",
      "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided."
    },
    "layout": {
      "archetype": "TurfTrue Clear archetype: bounded, source-dated, no-data, and human-decided.",
      "button_geometry": "TurfTrue Clear button geometry: bounded, source-dated, no-data, and human-decided.",
      "card": "TurfTrue Clear card: bounded, source-dated, no-data, and human-decided.",
      "card_silhouette": "TurfTrue Clear card silhouette: bounded, source-dated, no-data, and human-decided.",
      "cta": "TurfTrue Clear cta: bounded, source-dated, no-data, and human-decided.",
      "hero": "TurfTrue Clear hero: bounded, source-dated, no-data, and human-decided."
    },
    "motif": "TurfTrue Clear motif: bounded, source-dated, no-data, and human-decided.",
    "scale": {
      "body": "TurfTrue Clear body: bounded, source-dated, no-data, and human-decided.",
      "h1": "TurfTrue Clear h1: bounded, source-dated, no-data, and human-decided.",
      "h2": "TurfTrue Clear h2: bounded, source-dated, no-data, and human-decided.",
      "h3": "TurfTrue Clear h3: bounded, source-dated, no-data, and human-decided.",
      "small": "TurfTrue Clear small: bounded, source-dated, no-data, and human-decided.",
      "tracking_body": "TurfTrue Clear tracking body: bounded, source-dated, no-data, and human-decided.",
      "tracking_display": "TurfTrue Clear tracking display: bounded, source-dated, no-data, and human-decided.",
      "weight_body": "TurfTrue Clear weight body: bounded, source-dated, no-data, and human-decided.",
      "weight_display": "TurfTrue Clear weight display: bounded, source-dated, no-data, and human-decided."
    },
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
    "spacing": {
      "card_padding": "TurfTrue Clear card padding: bounded, source-dated, no-data, and human-decided.",
      "card_radius": "TurfTrue Clear card radius: bounded, source-dated, no-data, and human-decided.",
      "card_shadow": "TurfTrue Clear card shadow: bounded, source-dated, no-data, and human-decided.",
      "hero_gap": "TurfTrue Clear hero gap: bounded, source-dated, no-data, and human-decided.",
      "section_gap": "TurfTrue Clear section gap: bounded, source-dated, no-data, and human-decided."
    },
    "territory": "TurfTrue Clear territory: bounded, source-dated, no-data, and human-decided.",
    "tokens": {
      "accent": "TurfTrue Clear accent: bounded, source-dated, no-data, and human-decided.",
      "brand": "TurfTrue Clear brand: bounded, source-dated, no-data, and human-decided.",
      "brand-fg": "TurfTrue Clear brand-fg: bounded, source-dated, no-data, and human-decided.",
      "ink": "TurfTrue Clear ink: bounded, source-dated, no-data, and human-decided.",
      "muted": "TurfTrue Clear muted: bounded, source-dated, no-data, and human-decided.",
      "surface": "TurfTrue Clear surface: bounded, source-dated, no-data, and human-decided."
    },
    "type": {
      "body": "TurfTrue Clear body: bounded, source-dated, no-data, and human-decided.",
      "display": "TurfTrue Clear display: bounded, source-dated, no-data, and human-decided.",
      "fonts_url": "TurfTrue Clear fonts url: bounded, source-dated, no-data, and human-decided."
    }
  },
  "capabilities": {
    "chatbot": "TurfTrue Clear chatbot: bounded, source-dated, no-data, and human-decided.",
    "marketing": "TurfTrue Clear marketing: bounded, source-dated, no-data, and human-decided.",
    "ops": "TurfTrue Clear ops: bounded, source-dated, no-data, and human-decided.",
    "payments": "TurfTrue Clear payments: bounded, source-dated, no-data, and human-decided.",
    "portal": "TurfTrue Clear portal: bounded, source-dated, no-data, and human-decided."
  },
  "checksum": "TurfTrue Clear checksum: bounded, source-dated, no-data, and human-decided.",
  "ddd": {
    "adrs": [
      {
        "business_reason": "TurfTrue Clear business reason: bounded, source-dated, no-data, and human-decided.",
        "chosen": "TurfTrue Clear chosen: bounded, source-dated, no-data, and human-decided.",
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "decision": "TurfTrue Clear decision: bounded, source-dated, no-data, and human-decided.",
        "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
        "options": [
          "TurfTrue Clear options: bounded, source-dated, no-data, and human-decided."
        ],
        "revisit_trigger": "TurfTrue Clear revisit trigger: bounded, source-dated, no-data, and human-decided.",
        "risks": [
          "TurfTrue Clear risks: bounded, source-dated, no-data, and human-decided."
        ],
        "status": "TurfTrue Clear status: bounded, source-dated, no-data, and human-decided.",
        "technical_reason": "TurfTrue Clear technical reason: bounded, source-dated, no-data, and human-decided.",
        "tradeoffs": [
          "TurfTrue Clear tradeoffs: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "aggregates": [
      {
        "commands": [
          "TurfTrue Clear commands: bounded, source-dated, no-data, and human-decided."
        ],
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "entities": [
          "TurfTrue Clear entities: bounded, source-dated, no-data, and human-decided."
        ],
        "events": [
          "TurfTrue Clear events: bounded, source-dated, no-data, and human-decided."
        ],
        "invariants": [
          "TurfTrue Clear invariants: bounded, source-dated, no-data, and human-decided."
        ],
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "purpose": "TurfTrue Clear purpose: bounded, source-dated, no-data, and human-decided.",
        "repository": "TurfTrue Clear repository: bounded, source-dated, no-data, and human-decided.",
        "root": "TurfTrue Clear root: bounded, source-dated, no-data, and human-decided.",
        "transaction_boundary": "TurfTrue Clear transaction boundary: bounded, source-dated, no-data, and human-decided.",
        "value_objects": [
          "TurfTrue Clear value objects: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "ai_agents": [
      {
        "audit_logs": [
          "TurfTrue Clear audit logs: bounded, source-dated, no-data, and human-decided."
        ],
        "confidence_scoring": "TurfTrue Clear confidence scoring: bounded, source-dated, no-data, and human-decided.",
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "escalation_triggers": [
          "TurfTrue Clear escalation triggers: bounded, source-dated, no-data, and human-decided."
        ],
        "failure_modes": [
          "TurfTrue Clear failure modes: bounded, source-dated, no-data, and human-decided."
        ],
        "forbidden_actions": [
          "TurfTrue Clear forbidden actions: bounded, source-dated, no-data, and human-decided."
        ],
        "human_approval": "TurfTrue Clear human approval: bounded, source-dated, no-data, and human-decided.",
        "inputs": [
          "TurfTrue Clear inputs: bounded, source-dated, no-data, and human-decided."
        ],
        "memory_scope": "TurfTrue Clear memory scope: bounded, source-dated, no-data, and human-decided.",
        "metrics": [
          "TurfTrue Clear metrics: bounded, source-dated, no-data, and human-decided."
        ],
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "outputs": [
          "TurfTrue Clear outputs: bounded, source-dated, no-data, and human-decided."
        ],
        "responsibility": "TurfTrue Clear responsibility: bounded, source-dated, no-data, and human-decided.",
        "retrieval_sources": [
          "TurfTrue Clear retrieval sources: bounded, source-dated, no-data, and human-decided."
        ],
        "tools": [
          "TurfTrue Clear tools: bounded, source-dated, no-data, and human-decided."
        ],
        "validations": [
          "TurfTrue Clear validations: bounded, source-dated, no-data, and human-decided."
        ],
        "versioning": "TurfTrue Clear versioning: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "ai_audit_plan": [
      "TurfTrue Clear ai audit plan: bounded, source-dated, no-data, and human-decided."
    ],
    "ai_evaluation": [
      "TurfTrue Clear ai evaluation: bounded, source-dated, no-data, and human-decided."
    ],
    "architecture": {
      "admin_dashboard": "TurfTrue Clear admin dashboard: bounded, source-dated, no-data, and human-decided.",
      "ai_orchestration": "TurfTrue Clear ai orchestration: bounded, source-dated, no-data, and human-decided.",
      "api_boundaries": [
        "TurfTrue Clear api boundaries: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
      ],
      "audit_logging": "TurfTrue Clear audit logging: bounded, source-dated, no-data, and human-decided.",
      "authn_authz": "TurfTrue Clear authn authz: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "backend_modules": [
        "TurfTrue Clear backend modules: bounded, source-dated, no-data, and human-decided."
      ],
      "client_portal": "TurfTrue Clear client portal: bounded, source-dated, no-data, and human-decided.",
      "database_strategy": "TurfTrue Clear database strategy: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "deployment": "TurfTrue Clear deployment: bounded, source-dated, no-data, and human-decided.",
      "event_bus": "TurfTrue Clear event bus: bounded, source-dated, no-data, and human-decided.",
      "file_storage": "TurfTrue Clear file storage: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "frontend_modules": [
        "TurfTrue Clear frontend modules: bounded, source-dated, no-data, and human-decided."
      ],
      "observability": "TurfTrue Clear observability: bounded, source-dated, no-data, and human-decided.",
      "operator_dashboard": "TurfTrue Clear operator dashboard: bounded, source-dated, no-data, and human-decided.",
      "queue": "TurfTrue Clear queue: bounded, source-dated, no-data, and human-decided.",
      "rag_layer": "TurfTrue Clear rag layer: bounded, source-dated, no-data, and human-decided.",
      "rejected_alternatives": [
        "TurfTrue Clear rejected alternatives: bounded, source-dated, no-data, and human-decided."
      ],
      "style": "TurfTrue Clear style: bounded, source-dated, no-data, and human-decided.",
      "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided.",
      "workflow_engine": "TurfTrue Clear workflow engine: bounded, source-dated, no-data, and human-decided."
    },
    "bounded_contexts": [
      {
        "aggregates": [
          "TurfTrue Clear aggregates: bounded, source-dated, no-data, and human-decided."
        ],
        "ai_agents": [
          "TurfTrue Clear ai agents: bounded, source-dated, no-data, and human-decided."
        ],
        "application_services": [
          "TurfTrue Clear application services: bounded, source-dated, no-data, and human-decided."
        ],
        "commands": [
          "TurfTrue Clear commands: bounded, source-dated, no-data, and human-decided."
        ],
        "data_owned": [
          "TurfTrue Clear data owned: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "does_not_own": [
          "TurfTrue Clear does not own: bounded, source-dated, no-data, and human-decided."
        ],
        "domain_events": [
          "TurfTrue Clear domain events: bounded, source-dated, no-data, and human-decided."
        ],
        "domain_services": [
          "TurfTrue Clear domain services: bounded, source-dated, no-data, and human-decided."
        ],
        "entities": [
          "TurfTrue Clear entities: bounded, source-dated, no-data, and human-decided."
        ],
        "external_integrations": [
          "TurfTrue Clear external integrations: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "human_roles": [
          "TurfTrue Clear human roles: bounded, source-dated, no-data, and human-decided."
        ],
        "inputs": [
          "TurfTrue Clear inputs: bounded, source-dated, no-data, and human-decided."
        ],
        "interfaces": [
          "TurfTrue Clear interfaces: bounded, source-dated, no-data, and human-decided."
        ],
        "invariants": [
          "TurfTrue Clear invariants: bounded, source-dated, no-data, and human-decided."
        ],
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "outputs": [
          "TurfTrue Clear outputs: bounded, source-dated, no-data, and human-decided."
        ],
        "owned_language": [
          "TurfTrue Clear owned language: bounded, source-dated, no-data, and human-decided."
        ],
        "owns": [
          "TurfTrue Clear owns: bounded, source-dated, no-data, and human-decided."
        ],
        "policies": [
          "TurfTrue Clear policies: bounded, source-dated, no-data, and human-decided."
        ],
        "primary_actors": [
          "TurfTrue Clear primary actors: bounded, source-dated, no-data, and human-decided."
        ],
        "purpose": "TurfTrue Clear purpose: bounded, source-dated, no-data, and human-decided.",
        "risks": [
          "TurfTrue Clear risks: bounded, source-dated, no-data, and human-decided."
        ],
        "specifications": [
          "TurfTrue Clear specifications: bounded, source-dated, no-data, and human-decided."
        ],
        "subdomain": "TurfTrue Clear subdomain: bounded, source-dated, no-data, and human-decided.",
        "type": "TurfTrue Clear type: bounded, source-dated, no-data, and human-decided.",
        "value_objects": [
          "TurfTrue Clear value objects: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "business_understanding": {
      "assumptions": [
        "TurfTrue Clear assumptions: bounded, source-dated, no-data, and human-decided."
      ],
      "customer_pain": "TurfTrue Clear customer pain: bounded, source-dated, no-data, and human-decided.",
      "customer_profile": "TurfTrue Clear customer profile: bounded, source-dated, no-data, and human-decided.",
      "operational_risks": [
        "TurfTrue Clear operational risks: bounded, source-dated, no-data, and human-decided."
      ],
      "paid_outcome": "TurfTrue Clear paid outcome: bounded, source-dated, no-data, and human-decided.",
      "summary": "TurfTrue Clear summary: bounded, source-dated, no-data, and human-decided.",
      "validation_questions": [
        "TurfTrue Clear validation questions: bounded, source-dated, no-data, and human-decided."
      ],
      "value_creation": "TurfTrue Clear value creation: bounded, source-dated, no-data, and human-decided.",
      "why_ai_native": "TurfTrue Clear why ai native: bounded, source-dated, no-data, and human-decided."
    },
    "commands": [
      {
        "aggregate": "TurfTrue Clear aggregate: bounded, source-dated, no-data, and human-decided.",
        "audit": "TurfTrue Clear audit: bounded, source-dated, no-data, and human-decided.",
        "authorization": "TurfTrue Clear authorization: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
        "failure_event": "TurfTrue Clear failure event: bounded, source-dated, no-data, and human-decided.",
        "issued_by": "TurfTrue Clear issued by: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "preconditions": [
          "TurfTrue Clear preconditions: bounded, source-dated, no-data, and human-decided."
        ],
        "success_event": "TurfTrue Clear success event: bounded, source-dated, no-data, and human-decided.",
        "validation": "TurfTrue Clear validation: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "context_map": [
      {
        "acl_notes": "TurfTrue Clear acl notes: bounded, source-dated, no-data, and human-decided.",
        "business_reason": "TurfTrue Clear business reason: bounded, source-dated, no-data, and human-decided.",
        "contract_type": "TurfTrue Clear contract type: bounded, source-dated, no-data, and human-decided.",
        "data_exchanged": [
          "TurfTrue Clear data exchanged: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "downstream": "TurfTrue Clear downstream: bounded, source-dated, no-data, and human-decided.",
        "events_exchanged": [
          "TurfTrue Clear events exchanged: bounded, source-dated, no-data, and human-decided."
        ],
        "failure_risks": [
          "TurfTrue Clear failure risks: bounded, source-dated, no-data, and human-decided."
        ],
        "ownership_boundary": "TurfTrue Clear ownership boundary: bounded, source-dated, no-data, and human-decided.",
        "pattern": "TurfTrue Clear pattern: bounded, source-dated, no-data, and human-decided.",
        "upstream": "TurfTrue Clear upstream: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "core_domain_analysis": {
      "generic_do_not_distract": [
        "TurfTrue Clear generic do not distract: bounded, source-dated, no-data, and human-decided."
      ],
      "primary_core": "TurfTrue Clear primary core: bounded, source-dated, no-data, and human-decided.",
      "rationale": "TurfTrue Clear rationale: bounded, source-dated, no-data, and human-decided.",
      "secondary_cores": [
        "TurfTrue Clear secondary cores: bounded, source-dated, no-data, and human-decided."
      ],
      "supporting_may_become_core": [
        "TurfTrue Clear supporting may become core: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "critical_path": [
      "TurfTrue Clear critical path: bounded, source-dated, no-data, and human-decided."
    ],
    "data_duplication_notes": [
      "TurfTrue Clear data duplication notes: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
    ],
    "data_objects": [
      {
        "audit": "TurfTrue Clear audit: bounded, source-dated, no-data, and human-decided.",
        "meaning": "TurfTrue Clear meaning: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "owner_context": "TurfTrue Clear owner context: bounded, source-dated, no-data, and human-decided.",
        "privacy": "TurfTrue Clear privacy: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
        "readers": [
          "TurfTrue Clear readers: bounded, source-dated, no-data, and human-decided."
        ],
        "retention": "TurfTrue Clear retention: bounded, source-dated, no-data, and human-decided.",
        "source_of_truth": "TurfTrue Clear source of truth: bounded, source-dated, no-data, and human-decided.",
        "writers": [
          "TurfTrue Clear writers: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "data_quality_risks": [
      "TurfTrue Clear data quality risks: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
    ],
    "data_retention": [
      "TurfTrue Clear data retention: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
    ],
    "domain_discovery": {
      "actors": [
        {
          "actor": "TurfTrue Clear actor: bounded, source-dated, no-data, and human-decided.",
          "decisions": [
            "TurfTrue Clear decisions: bounded, source-dated, no-data, and human-decided."
          ],
          "goals": [
            "TurfTrue Clear goals: bounded, source-dated, no-data, and human-decided."
          ],
          "pain_points": [
            "TurfTrue Clear pain points: bounded, source-dated, no-data, and human-decided."
          ],
          "role": "TurfTrue Clear role: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "decisions": [
        {
          "decision": "TurfTrue Clear decision: bounded, source-dated, no-data, and human-decided.",
          "inputs": [
            "TurfTrue Clear inputs: bounded, source-dated, no-data, and human-decided."
          ],
          "output": "TurfTrue Clear output: bounded, source-dated, no-data, and human-decided.",
          "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided.",
          "rule": "TurfTrue Clear rule: bounded, source-dated, no-data, and human-decided.",
          "who": "TurfTrue Clear who: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "events": [
        {
          "downstream": [
            "TurfTrue Clear downstream: bounded, source-dated, no-data, and human-decided."
          ],
          "event": "TurfTrue Clear event: bounded, source-dated, no-data, and human-decided.",
          "meaning": "TurfTrue Clear meaning: bounded, source-dated, no-data, and human-decided.",
          "trigger": "TurfTrue Clear trigger: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "glossary": [
        {
          "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
          "definition": "TurfTrue Clear definition: bounded, source-dated, no-data, and human-decided.",
          "example": "TurfTrue Clear example: bounded, source-dated, no-data, and human-decided.",
          "notes": "TurfTrue Clear notes: bounded, source-dated, no-data, and human-decided.",
          "term": "TurfTrue Clear term: bounded, source-dated, no-data, and human-decided.",
          "used_by": "TurfTrue Clear used by: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "escalation_flows": [
      "TurfTrue Clear escalation flows: bounded, source-dated, no-data, and human-decided."
    ],
    "escalation_matrix": [
      "TurfTrue Clear escalation matrix: bounded, source-dated, no-data, and human-decided."
    ],
    "event_storm": [
      {
        "actor": "TurfTrue Clear actor: bounded, source-dated, no-data, and human-decided.",
        "aggregate": "TurfTrue Clear aggregate: bounded, source-dated, no-data, and human-decided.",
        "command": "TurfTrue Clear command: bounded, source-dated, no-data, and human-decided.",
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "downstream": "TurfTrue Clear downstream: bounded, source-dated, no-data, and human-decided.",
        "event": "TurfTrue Clear event: bounded, source-dated, no-data, and human-decided.",
        "policy": "TurfTrue Clear policy: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided.",
        "seq": "TurfTrue Clear seq: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "exception_flows": [
      "TurfTrue Clear exception flows: bounded, source-dated, no-data, and human-decided."
    ],
    "extensions": {
      "agent_stress_tests": [
        {
          "agent": "TurfTrue Clear agent: bounded, source-dated, no-data, and human-decided.",
          "failure_mode": "TurfTrue Clear failure mode: bounded, source-dated, no-data, and human-decided.",
          "guardrail": "TurfTrue Clear guardrail: bounded, source-dated, no-data, and human-decided.",
          "scenario": "TurfTrue Clear scenario: bounded, source-dated, no-data, and human-decided.",
          "verdict": "TurfTrue Clear verdict: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "aggregate_stress_tests": [
        {
          "aggregate": "TurfTrue Clear aggregate: bounded, source-dated, no-data, and human-decided.",
          "invariant_at_risk": "TurfTrue Clear invariant at risk: bounded, source-dated, no-data, and human-decided.",
          "scenario": "TurfTrue Clear scenario: bounded, source-dated, no-data, and human-decided.",
          "verdict": "TurfTrue Clear verdict: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "ai_native_fit": {
        "disqualifiers": [
          "TurfTrue Clear disqualifiers: bounded, source-dated, no-data, and human-decided."
        ],
        "score": 0,
        "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
      },
      "assumption_register": [
        {
          "assumption": "TurfTrue Clear assumption: bounded, source-dated, no-data, and human-decided.",
          "blocking": "TurfTrue Clear blocking: bounded, source-dated, no-data, and human-decided.",
          "how_to_validate": "TurfTrue Clear how to validate: bounded, source-dated, no-data, and human-decided.",
          "impact_if_wrong": "TurfTrue Clear impact if wrong: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "boundary_stress_tests": [
        {
          "breaks_if": "TurfTrue Clear breaks if: bounded, source-dated, no-data, and human-decided.",
          "contexts_touched": [
            "TurfTrue Clear contexts touched: bounded, source-dated, no-data, and human-decided."
          ],
          "scenario": "TurfTrue Clear scenario: bounded, source-dated, no-data, and human-decided.",
          "verdict": "TurfTrue Clear verdict: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "build_buy_integrate": [
        {
          "decision": "TurfTrue Clear decision: bounded, source-dated, no-data, and human-decided.",
          "reason": "TurfTrue Clear reason: bounded, source-dated, no-data, and human-decided.",
          "subdomain": "TurfTrue Clear subdomain: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "contradiction_scan": [
        {
          "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
          "message": "TurfTrue Clear message: bounded, source-dated, no-data, and human-decided.",
          "refs": [
            "TurfTrue Clear refs: bounded, source-dated, no-data, and human-decided."
          ],
          "severity": "TurfTrue Clear severity: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "core_protection_strategy": [
        "TurfTrue Clear core protection strategy: bounded, source-dated, no-data, and human-decided."
      ],
      "domain_evidence_register": [
        {
          "claim": "TurfTrue Clear claim: bounded, source-dated, no-data, and human-decided.",
          "evidence_type": "TurfTrue Clear evidence type: bounded, source-dated, no-data, and human-decided.",
          "gaps": "TurfTrue Clear gaps: bounded, source-dated, no-data, and human-decided.",
          "source": "TurfTrue Clear source: bounded, source-dated, no-data, and human-decided.",
          "strength": "TurfTrue Clear strength: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "drift_checks": [
        {
          "findings": [
            "TurfTrue Clear findings: bounded, source-dated, no-data, and human-decided."
          ],
          "stage": "TurfTrue Clear stage: bounded, source-dated, no-data, and human-decided.",
          "status": "TurfTrue Clear status: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "foundry_package": {
        "checksum": "TurfTrue Clear checksum: bounded, source-dated, no-data, and human-decided.",
        "counts": {
          "adrs": "TurfTrue Clear adrs: bounded, source-dated, no-data, and human-decided.",
          "aggregates": "TurfTrue Clear aggregates: bounded, source-dated, no-data, and human-decided.",
          "ai_agents": "TurfTrue Clear ai agents: bounded, source-dated, no-data, and human-decided.",
          "bounded_contexts": "TurfTrue Clear bounded contexts: bounded, source-dated, no-data, and human-decided.",
          "commands": "TurfTrue Clear commands: bounded, source-dated, no-data, and human-decided.",
          "events": "TurfTrue Clear events: bounded, source-dated, no-data, and human-decided.",
          "integrations": "TurfTrue Clear integrations: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
          "invariants": "TurfTrue Clear invariants: bounded, source-dated, no-data, and human-decided.",
          "policies": "TurfTrue Clear policies: bounded, source-dated, no-data, and human-decided.",
          "subdomains": "TurfTrue Clear subdomains: bounded, source-dated, no-data, and human-decided."
        },
        "subset": {
          "adrs": [
            "TurfTrue Clear adrs: bounded, source-dated, no-data, and human-decided."
          ],
          "aggregates": [
            "TurfTrue Clear aggregates: bounded, source-dated, no-data, and human-decided."
          ],
          "ai_agents": [
            "TurfTrue Clear ai agents: bounded, source-dated, no-data, and human-decided."
          ],
          "bounded_contexts": [
            "TurfTrue Clear bounded contexts: bounded, source-dated, no-data, and human-decided."
          ],
          "commands": [
            "TurfTrue Clear commands: bounded, source-dated, no-data, and human-decided."
          ],
          "events": [
            "TurfTrue Clear events: bounded, source-dated, no-data, and human-decided."
          ],
          "integrations": [
            "TurfTrue Clear integrations: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
          ],
          "invariants": [
            "TurfTrue Clear invariants: bounded, source-dated, no-data, and human-decided."
          ],
          "policies": [
            "TurfTrue Clear policies: bounded, source-dated, no-data, and human-decided."
          ],
          "subdomains": [
            "TurfTrue Clear subdomains: bounded, source-dated, no-data, and human-decided."
          ]
        },
        "version": "1.8.0"
      },
      "gates": [
        {
          "checks": [
            {
              "evidence": "TurfTrue Clear evidence: bounded, source-dated, no-data, and human-decided.",
              "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
              "ok": "TurfTrue Clear ok: bounded, source-dated, no-data, and human-decided."
            }
          ],
          "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
          "passed": "TurfTrue Clear passed: bounded, source-dated, no-data, and human-decided.",
          "title": "TurfTrue Clear title: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "language_conflict_map": [
        {
          "context_a": "TurfTrue Clear context a: bounded, source-dated, no-data, and human-decided.",
          "context_b": "TurfTrue Clear context b: bounded, source-dated, no-data, and human-decided.",
          "meaning_a": "TurfTrue Clear meaning a: bounded, source-dated, no-data, and human-decided.",
          "meaning_b": "TurfTrue Clear meaning b: bounded, source-dated, no-data, and human-decided.",
          "resolution": "TurfTrue Clear resolution: bounded, source-dated, no-data, and human-decided.",
          "term": "TurfTrue Clear term: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "margin_leakage_map": [
        {
          "cause": "TurfTrue Clear cause: bounded, source-dated, no-data, and human-decided.",
          "impact": "TurfTrue Clear impact: bounded, source-dated, no-data, and human-decided.",
          "leakage": "TurfTrue Clear leakage: bounded, source-dated, no-data, and human-decided.",
          "mitigation": "TurfTrue Clear mitigation: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "published_language_contracts": [
        {
          "consumer": "TurfTrue Clear consumer: bounded, source-dated, no-data, and human-decided.",
          "contract": "TurfTrue Clear contract: bounded, source-dated, no-data, and human-decided.",
          "producer": "TurfTrue Clear producer: bounded, source-dated, no-data, and human-decided.",
          "versioning": "TurfTrue Clear versioning: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "regulated_domain_handling": [
        {
          "applies_because": "TurfTrue Clear applies because: bounded, source-dated, no-data, and human-decided.",
          "controls": [
            "TurfTrue Clear controls: bounded, source-dated, no-data, and human-decided."
          ],
          "evidence_required": [
            "TurfTrue Clear evidence required: bounded, source-dated, no-data, and human-decided."
          ],
          "regime": "TurfTrue Clear regime: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "rubric": {
        "average": "TurfTrue Clear average: bounded, source-dated, no-data, and human-decided.",
        "categories": [
          {
            "category": "TurfTrue Clear category: bounded, source-dated, no-data, and human-decided.",
            "min": "TurfTrue Clear min: bounded, source-dated, no-data, and human-decided.",
            "passed": "TurfTrue Clear passed: bounded, source-dated, no-data, and human-decided.",
            "score": 0
          }
        ],
        "pass": "TurfTrue Clear pass: bounded, source-dated, no-data, and human-decided."
      },
      "service_business_reality_check": {
        "ai_native_fit_score": "TurfTrue Clear ai native fit score: bounded, source-dated, no-data, and human-decided.",
        "is_service_business": "TurfTrue Clear is service business: bounded, source-dated, no-data, and human-decided.",
        "paid_outcome_clear": "TurfTrue Clear paid outcome clear: bounded, source-dated, no-data, and human-decided.",
        "red_flags": [
          "TurfTrue Clear red flags: bounded, source-dated, no-data, and human-decided."
        ],
        "workflow_present": "TurfTrue Clear workflow present: bounded, source-dated, no-data, and human-decided."
      },
      "shared_kernel_warnings": [
        "TurfTrue Clear shared kernel warnings: bounded, source-dated, no-data, and human-decided."
      ],
      "slop_findings": [
        {
          "note": "TurfTrue Clear note: bounded, source-dated, no-data, and human-decided.",
          "pattern": "TurfTrue Clear pattern: bounded, source-dated, no-data, and human-decided.",
          "status": "TurfTrue Clear status: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "unit_economics": {
        "breakeven_note": "TurfTrue Clear breakeven note: bounded, source-dated, no-data, and human-decided.",
        "cost_drivers": [
          "TurfTrue Clear cost drivers: bounded, source-dated, no-data, and human-decided."
        ],
        "gross_margin_pct": "TurfTrue Clear gross margin pct: bounded, source-dated, no-data, and human-decided.",
        "price_model": "TurfTrue Clear price model: bounded, source-dated, no-data, and human-decided.",
        "unit_of_value": "TurfTrue Clear unit of value: bounded, source-dated, no-data, and human-decided."
      },
      "unresolved_ownership": [
        {
          "candidates": [
            "TurfTrue Clear candidates: bounded, source-dated, no-data, and human-decided."
          ],
          "concept": "TurfTrue Clear concept: bounded, source-dated, no-data, and human-decided.",
          "recommendation": "TurfTrue Clear recommendation: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "external_integrations": [
      {
        "acl_strategy": "TurfTrue Clear acl strategy: bounded, source-dated, no-data, and human-decided.",
        "audit_need": "TurfTrue Clear audit need: bounded, source-dated, no-data, and human-decided.",
        "data_in": [
          "TurfTrue Clear data in: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "data_out": [
          "TurfTrue Clear data out: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "failure_strategy": "TurfTrue Clear failure strategy: bounded, source-dated, no-data, and human-decided.",
        "internal_model": "TurfTrue Clear internal model: bounded, source-dated, no-data, and human-decided.",
        "owner_context": "TurfTrue Clear owner context: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided.",
        "system": "TurfTrue Clear system: bounded, source-dated, no-data, and human-decided.",
        "trigger": "TurfTrue Clear trigger: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "final_recommendations": [
      "TurfTrue Clear final recommendations: bounded, source-dated, no-data, and human-decided."
    ],
    "hallucination_controls": [
      "TurfTrue Clear hallucination controls: bounded, source-dated, no-data, and human-decided."
    ],
    "human_in_the_loop_plan": [
      "TurfTrue Clear human in the loop plan: bounded, source-dated, no-data, and human-decided."
    ],
    "human_review_checkpoints": [
      "TurfTrue Clear human review checkpoints: bounded, source-dated, no-data, and human-decided."
    ],
    "human_roles": [
      {
        "ai_support": [
          "TurfTrue Clear ai support: bounded, source-dated, no-data, and human-decided."
        ],
        "approval_authority": "TurfTrue Clear approval authority: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals.",
        "contexts": [
          "TurfTrue Clear contexts: bounded, source-dated, no-data, and human-decided."
        ],
        "decisions_owned": [
          "TurfTrue Clear decisions owned: bounded, source-dated, no-data, and human-decided."
        ],
        "escalation_authority": "TurfTrue Clear escalation authority: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals.",
        "quality_metrics": [
          "TurfTrue Clear quality metrics: bounded, source-dated, no-data, and human-decided."
        ],
        "responsibilities": [
          "TurfTrue Clear responsibilities: bounded, source-dated, no-data, and human-decided."
        ],
        "role": "TurfTrue Clear role: bounded, source-dated, no-data, and human-decided.",
        "workload_risks": [
          "TurfTrue Clear workload risks: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "invariants": [
      {
        "aggregate": "TurfTrue Clear aggregate: bounded, source-dated, no-data, and human-decided.",
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "enforcement": "TurfTrue Clear enforcement: bounded, source-dated, no-data, and human-decided.",
        "invariant": "TurfTrue Clear invariant: bounded, source-dated, no-data, and human-decided.",
        "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "manual_override_flows": [
      "TurfTrue Clear manual override flows: bounded, source-dated, no-data, and human-decided."
    ],
    "manual_override_rules": [
      "TurfTrue Clear manual override rules: bounded, source-dated, no-data, and human-decided."
    ],
    "module_structure": {
      "dependency_rules": [
        "TurfTrue Clear dependency rules: bounded, source-dated, no-data, and human-decided."
      ],
      "modules": [
        {
          "application_services": [
            "TurfTrue Clear application services: bounded, source-dated, no-data, and human-decided."
          ],
          "forbidden_deps": [
            "TurfTrue Clear forbidden deps: bounded, source-dated, no-data, and human-decided."
          ],
          "infra_adapters": [
            "TurfTrue Clear infra adapters: bounded, source-dated, no-data, and human-decided."
          ],
          "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
          "owned_domain": [
            "TurfTrue Clear owned domain: bounded, source-dated, no-data, and human-decided."
          ],
          "public_interfaces": [
            "TurfTrue Clear public interfaces: bounded, source-dated, no-data, and human-decided."
          ],
          "purpose": "TurfTrue Clear purpose: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "tree": "TurfTrue Clear tree: bounded, source-dated, no-data, and human-decided."
    },
    "mvp_roadmap": [
      {
        "ai_needs": [
          "TurfTrue Clear ai needs: bounded, source-dated, no-data, and human-decided."
        ],
        "contexts": [
          "TurfTrue Clear contexts: bounded, source-dated, no-data, and human-decided."
        ],
        "data_needs": [
          "TurfTrue Clear data needs: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "exit_criteria": [
          "TurfTrue Clear exit criteria: bounded, source-dated, no-data, and human-decided."
        ],
        "features": [
          "TurfTrue Clear features: bounded, source-dated, no-data, and human-decided."
        ],
        "goal": "TurfTrue Clear goal: bounded, source-dated, no-data, and human-decided.",
        "human_workflows": [
          "TurfTrue Clear human workflows: bounded, source-dated, no-data, and human-decided."
        ],
        "integrations": [
          "TurfTrue Clear integrations: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
        ],
        "phase": "TurfTrue Clear phase: bounded, source-dated, no-data, and human-decided.",
        "risks": [
          "TurfTrue Clear risks: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "observability": {
      "ai_evaluation_reports": [
        "TurfTrue Clear ai evaluation reports: bounded, source-dated, no-data, and human-decided."
      ],
      "audit_reports": [
        "TurfTrue Clear audit reports: bounded, source-dated, no-data, and human-decided."
      ],
      "client_outcome_reports": [
        "TurfTrue Clear client outcome reports: bounded, source-dated, no-data, and human-decided."
      ],
      "dashboards": [
        "TurfTrue Clear dashboards: bounded, source-dated, no-data, and human-decided."
      ],
      "metrics": [
        {
          "alert_threshold": "TurfTrue Clear alert threshold: bounded, source-dated, no-data, and human-decided.",
          "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
          "metric": "TurfTrue Clear metric: bounded, source-dated, no-data, and human-decided.",
          "target": "TurfTrue Clear target: bounded, source-dated, no-data, and human-decided.",
          "type": "TurfTrue Clear type: bounded, source-dated, no-data, and human-decided.",
          "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "quality_review_reports": [
        "TurfTrue Clear quality review reports: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "policies": [
      {
        "action": "TurfTrue Clear action: bounded, source-dated, no-data, and human-decided.",
        "ai_involvement": "TurfTrue Clear ai involvement: bounded, source-dated, no-data, and human-decided.",
        "condition": "TurfTrue Clear condition: bounded, source-dated, no-data, and human-decided.",
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "human_approval": "TurfTrue Clear human approval: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "trigger": "TurfTrue Clear trigger: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "project_name": "TurfTrue Clear project name: bounded, source-dated, no-data, and human-decided.",
    "prompt_chain_map": [
      "TurfTrue Clear prompt chain map: bounded, source-dated, no-data, and human-decided."
    ],
    "prompt_versioning": "TurfTrue Clear prompt versioning: bounded, source-dated, no-data, and human-decided.",
    "quality_control_workflow": [
      "TurfTrue Clear quality control workflow: bounded, source-dated, no-data, and human-decided."
    ],
    "rag_map": [
      "TurfTrue Clear rag map: bounded, source-dated, no-data, and human-decided."
    ],
    "read_models": [
      "TurfTrue Clear read models: bounded, source-dated, no-data, and human-decided."
    ],
    "reporting_models": [
      "TurfTrue Clear reporting models: bounded, source-dated, no-data, and human-decided."
    ],
    "retry_flows": [
      "TurfTrue Clear retry flows: bounded, source-dated, no-data, and human-decided."
    ],
    "risk_register": [
      {
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "impact": "TurfTrue Clear impact: bounded, source-dated, no-data, and human-decided.",
        "likelihood": "TurfTrue Clear likelihood: bounded, source-dated, no-data, and human-decided.",
        "mitigation": "TurfTrue Clear mitigation: bounded, source-dated, no-data, and human-decided.",
        "owner": "TurfTrue Clear owner: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided.",
        "signal": "TurfTrue Clear signal: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "scaling_roadmap": [
      {
        "architecture_change": "TurfTrue Clear architecture change: bounded, source-dated, no-data, and human-decided.",
        "operational_change": "TurfTrue Clear operational change: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided.",
        "stage": "TurfTrue Clear stage: bounded, source-dated, no-data, and human-decided.",
        "trigger": "TurfTrue Clear trigger: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "security_governance": {
      "access_control_matrix": [
        {
          "capabilities": [
            "TurfTrue Clear capabilities: bounded, source-dated, no-data, and human-decided."
          ],
          "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
          "role": "TurfTrue Clear role: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "ai_governance": [
        "TurfTrue Clear ai governance: bounded, source-dated, no-data, and human-decided."
      ],
      "audit_log_requirements": [
        "TurfTrue Clear audit log requirements: bounded, source-dated, no-data, and human-decided."
      ],
      "controls": [
        {
          "audit": "TurfTrue Clear audit: bounded, source-dated, no-data, and human-decided.",
          "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
          "control": "TurfTrue Clear control: bounded, source-dated, no-data, and human-decided.",
          "impact": "TurfTrue Clear impact: bounded, source-dated, no-data, and human-decided.",
          "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "prompt_injection_defense": [
        "TurfTrue Clear prompt injection defense: bounded, source-dated, no-data, and human-decided."
      ],
      "sensitive_data_handling": [
        "TurfTrue Clear sensitive data handling: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
      ]
    },
    "self_audit": {
      "biggest_assumptions": [
        "TurfTrue Clear biggest assumptions: bounded, source-dated, no-data, and human-decided."
      ],
      "highest_risk_decisions": [
        "TurfTrue Clear highest risk decisions: bounded, source-dated, no-data, and human-decided."
      ],
      "needs_domain_expert": [
        "TurfTrue Clear needs domain expert: bounded, source-dated, no-data, and human-decided."
      ],
      "needs_legal": [
        "TurfTrue Clear needs legal: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals."
      ],
      "needs_prototype": [
        "TurfTrue Clear needs prototype: bounded, source-dated, no-data, and human-decided."
      ],
      "scores": [
        {
          "category": "TurfTrue Clear category: bounded, source-dated, no-data, and human-decided.",
          "score": 0
        }
      ],
      "validate_before_prod": [
        "TurfTrue Clear validate before prod: bounded, source-dated, no-data, and human-decided."
      ],
      "weakest_parts": [
        "TurfTrue Clear weakest parts: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "separation_of_duties": [
      "TurfTrue Clear separation of duties: bounded, source-dated, no-data, and human-decided."
    ],
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
    "subdomains": [
      {
        "ai_involvement": "TurfTrue Clear ai involvement: bounded, source-dated, no-data, and human-decided.",
        "business_value": "TurfTrue Clear business value: bounded, source-dated, no-data, and human-decided.",
        "description": "TurfTrue Clear description: bounded, source-dated, no-data, and human-decided.",
        "human_involvement": "TurfTrue Clear human involvement: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "reason": "TurfTrue Clear reason: bounded, source-dated, no-data, and human-decided.",
        "recommendation": "TurfTrue Clear recommendation: bounded, source-dated, no-data, and human-decided.",
        "risks": [
          "TurfTrue Clear risks: bounded, source-dated, no-data, and human-decided."
        ],
        "type": "TurfTrue Clear type: bounded, source-dated, no-data, and human-decided.",
        "validation_questions": [
          "TurfTrue Clear validation questions: bounded, source-dated, no-data, and human-decided."
        ]
      }
    ],
    "testing_strategy": {
      "ai_eval_dataset": [
        "TurfTrue Clear ai eval dataset: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
      ],
      "contract_testing_plan": "TurfTrue Clear contract testing plan: bounded, source-dated, no-data, and human-decided.",
      "critical_domain_rules": [
        "TurfTrue Clear critical domain rules: bounded, source-dated, no-data, and human-decided."
      ],
      "manual_qa_checklist": [
        "TurfTrue Clear manual qa checklist: bounded, source-dated, no-data, and human-decided."
      ],
      "regression_plan": "TurfTrue Clear regression plan: bounded, source-dated, no-data, and human-decided.",
      "tests": [
        {
          "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
          "example": "TurfTrue Clear example: bounded, source-dated, no-data, and human-decided.",
          "type": "TurfTrue Clear type: bounded, source-dated, no-data, and human-decided.",
          "validates": "TurfTrue Clear validates: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "use_cases": [
      {
        "actor": "TurfTrue Clear actor: bounded, source-dated, no-data, and human-decided.",
        "aggregates": [
          "TurfTrue Clear aggregates: bounded, source-dated, no-data, and human-decided."
        ],
        "ai_role": "TurfTrue Clear ai role: bounded, source-dated, no-data, and human-decided.",
        "alternative_flows": [
          "TurfTrue Clear alternative flows: bounded, source-dated, no-data, and human-decided."
        ],
        "audit": "TurfTrue Clear audit: bounded, source-dated, no-data, and human-decided.",
        "business_rules": [
          "TurfTrue Clear business rules: bounded, source-dated, no-data, and human-decided."
        ],
        "commands": [
          "TurfTrue Clear commands: bounded, source-dated, no-data, and human-decided."
        ],
        "context": "TurfTrue Clear context: bounded, source-dated, no-data, and human-decided.",
        "events": [
          "TurfTrue Clear events: bounded, source-dated, no-data, and human-decided."
        ],
        "failure_handling": "TurfTrue Clear failure handling: bounded, source-dated, no-data, and human-decided.",
        "goal": "TurfTrue Clear goal: bounded, source-dated, no-data, and human-decided.",
        "human_role": "TurfTrue Clear human role: bounded, source-dated, no-data, and human-decided.",
        "main_flow": [
          "TurfTrue Clear main flow: bounded, source-dated, no-data, and human-decided."
        ],
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "preconditions": [
          "TurfTrue Clear preconditions: bounded, source-dated, no-data, and human-decided."
        ],
        "success": "TurfTrue Clear success: bounded, source-dated, no-data, and human-decided."
      }
    ]
  },
  "ddd_coverage": {
    "checks": [
      {
        "count": 0,
        "gate": "TurfTrue Clear gate: bounded, source-dated, no-data, and human-decided.",
        "key": "TurfTrue Clear key: bounded, source-dated, no-data, and human-decided.",
        "label": "TurfTrue Clear label: bounded, source-dated, no-data, and human-decided.",
        "min": "TurfTrue Clear min: bounded, source-dated, no-data, and human-decided.",
        "ok": "TurfTrue Clear ok: bounded, source-dated, no-data, and human-decided.",
        "unblock": "TurfTrue Clear unblock: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "failingGates": [
      "TurfTrue Clear failingGates: bounded, source-dated, no-data, and human-decided."
    ],
    "passed": "TurfTrue Clear passed: bounded, source-dated, no-data, and human-decided.",
    "pct": "TurfTrue Clear pct: bounded, source-dated, no-data, and human-decided.",
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
    "total": "TurfTrue Clear total: bounded, source-dated, no-data, and human-decided."
  },
  "design": {
    "archetypes": [
      "TurfTrue Clear archetypes: bounded, source-dated, no-data, and human-decided."
    ],
    "chosen_rationale": "TurfTrue Clear chosen rationale: bounded, source-dated, no-data, and human-decided.",
    "chosen_territory": "TurfTrue Clear chosen territory: bounded, source-dated, no-data, and human-decided.",
    "density": "TurfTrue Clear density: bounded, source-dated, no-data, and human-decided.",
    "differentiation": {
      "avoid": [
        "TurfTrue Clear avoid: bounded, source-dated, no-data, and human-decided."
      ],
      "strategy": "TurfTrue Clear strategy: bounded, source-dated, no-data, and human-decided."
    },
    "localization": [
      "TurfTrue Clear localization: bounded, source-dated, no-data, and human-decided."
    ],
    "patterns": [
      {
        "description": "TurfTrue Clear description: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "posture": [
      "TurfTrue Clear posture: bounded, source-dated, no-data, and human-decided."
    ],
    "prioritized_components": [
      {
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "why": "TurfTrue Clear why: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "signature": {
      "motif": "TurfTrue Clear motif: bounded, source-dated, no-data, and human-decided.",
      "render": "TurfTrue Clear render: bounded, source-dated, no-data, and human-decided."
    },
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
    "states": [
      "TurfTrue Clear states: bounded, source-dated, no-data, and human-decided."
    ],
    "territories": [
      {
        "color_mood": "TurfTrue Clear color mood: bounded, source-dated, no-data, and human-decided.",
        "component_feel": "TurfTrue Clear component feel: bounded, source-dated, no-data, and human-decided.",
        "density": "TurfTrue Clear density: bounded, source-dated, no-data, and human-decided.",
        "fits": "TurfTrue Clear fits: bounded, source-dated, no-data, and human-decided.",
        "motion": "TurfTrue Clear motion: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
        "risks": "TurfTrue Clear risks: bounded, source-dated, no-data, and human-decided.",
        "typography": "TurfTrue Clear typography: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "tokens": {
      "accent": "TurfTrue Clear accent: bounded, source-dated, no-data, and human-decided.",
      "brand": "TurfTrue Clear brand: bounded, source-dated, no-data, and human-decided.",
      "brand-fg": "TurfTrue Clear brand-fg: bounded, source-dated, no-data, and human-decided.",
      "ink": "TurfTrue Clear ink: bounded, source-dated, no-data, and human-decided.",
      "muted": "TurfTrue Clear muted: bounded, source-dated, no-data, and human-decided.",
      "surface": "TurfTrue Clear surface: bounded, source-dated, no-data, and human-decided."
    },
    "trust_level": {
      "implications": [
        "TurfTrue Clear implications: bounded, source-dated, no-data, and human-decided."
      ],
      "sensitive_domains": [
        "TurfTrue Clear sensitive domains: bounded, source-dated, no-data, and human-decided."
      ],
      "tier": "TurfTrue Clear tier: bounded, source-dated, no-data, and human-decided."
    },
    "type": {
      "body": "TurfTrue Clear body: bounded, source-dated, no-data, and human-decided.",
      "display": "TurfTrue Clear display: bounded, source-dated, no-data, and human-decided.",
      "fonts_url": "TurfTrue Clear fonts url: bounded, source-dated, no-data, and human-decided."
    },
    "uniqueness_audit": {
      "app_specific_decisions": [
        "TurfTrue Clear app specific decisions: bounded, source-dated, no-data, and human-decided."
      ],
      "cliches_avoided": [
        "TurfTrue Clear cliches avoided: bounded, source-dated, no-data, and human-decided."
      ],
      "scale_notes": "TurfTrue Clear scale notes: bounded, source-dated, no-data, and human-decided."
    },
    "user_mindset": {
      "confidence": "TurfTrue Clear confidence: bounded, source-dated, no-data, and human-decided.",
      "goals": "TurfTrue Clear goals: bounded, source-dated, no-data, and human-decided.",
      "interface_needs": "TurfTrue Clear interface needs: bounded, source-dated, no-data, and human-decided.",
      "session_length": "TurfTrue Clear session length: bounded, source-dated, no-data, and human-decided."
    },
    "generator": {
      "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
      "version": "1.8.0",
      "source_blueprint": "TurfTrue Clear source blueprint: bounded, source-dated, no-data, and human-decided.",
      "source_sha256": "9b4db3c41329e749ba52162197b7e6b5f717bf484a99192bc49edcfc5e54794a",
      "primary_archetype": "TurfTrue Clear primary archetype: bounded, source-dated, no-data, and human-decided.",
      "secondary_archetype": "TurfTrue Clear secondary archetype: bounded, source-dated, no-data, and human-decided.",
      "layout": "TurfTrue Clear layout: bounded, source-dated, no-data, and human-decided.",
      "uniqueness_fingerprint": "TurfTrue Clear uniqueness fingerprint: bounded, source-dated, no-data, and human-decided."
    }
  },
  "evidence": [
    {
      "area": "TurfTrue Clear area: bounded, source-dated, no-data, and human-decided.",
      "business_slug": "TurfTrue Clear business slug: bounded, source-dated, no-data, and human-decided.",
      "claim_or_finding": "TurfTrue Clear claim or finding: bounded, source-dated, no-data, and human-decided.",
      "evidence": "TurfTrue Clear evidence: bounded, source-dated, no-data, and human-decided.",
      "fix_owner": "TurfTrue Clear fix owner: bounded, source-dated, no-data, and human-decided.",
      "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
      "remediation": "TurfTrue Clear remediation: bounded, source-dated, no-data, and human-decided.",
      "severity": "TurfTrue Clear severity: bounded, source-dated, no-data, and human-decided.",
      "status": "TurfTrue Clear status: bounded, source-dated, no-data, and human-decided.",
      "verification_command": "TurfTrue Clear verification command: bounded, source-dated, no-data, and human-decided."
    }
  ],
  "generated_at": "TurfTrue Clear generated at: bounded, source-dated, no-data, and human-decided.",
  "microsite": {
    "audience": "TurfTrue Clear audience: bounded, source-dated, no-data, and human-decided.",
    "category": "TurfTrue Clear category: bounded, source-dated, no-data, and human-decided.",
    "cost_of_inaction": "TurfTrue Clear cost of inaction: bounded, source-dated, no-data, and human-decided.",
    "deliverable": "TurfTrue Clear deliverable: bounded, source-dated, no-data, and human-decided.",
    "dream_outcome": "TurfTrue Clear dream outcome: bounded, source-dated, no-data, and human-decided.",
    "faq": [
      {
        "a": "TurfTrue Clear a: bounded, source-dated, no-data, and human-decided.",
        "q": "TurfTrue Clear q: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "guarantee": "TurfTrue Clear guarantee: bounded, source-dated, no-data, and human-decided.",
    "hook": "TurfTrue Clear hook: bounded, source-dated, no-data, and human-decided.",
    "indexable": "TurfTrue Clear indexable: bounded, source-dated, no-data, and human-decided.",
    "lexicon": {
      "cta_verb": "TurfTrue Clear cta verb: bounded, source-dated, no-data, and human-decided.",
      "enforcement_stakes": "TurfTrue Clear enforcement stakes: bounded, source-dated, no-data, and human-decided.",
      "intake_checklist": [
        "TurfTrue Clear intake checklist: bounded, source-dated, no-data, and human-decided."
      ],
      "persona": "TurfTrue Clear persona: bounded, source-dated, no-data, and human-decided.",
      "persona_moment": "TurfTrue Clear persona moment: bounded, source-dated, no-data, and human-decided.",
      "regulator": "TurfTrue Clear regulator: bounded, source-dated, no-data, and human-decided.",
      "regulator_faqs": [
        {
          "a": "TurfTrue Clear a: bounded, source-dated, no-data, and human-decided.",
          "q": "TurfTrue Clear q: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "regulator_full": "TurfTrue Clear regulator full: bounded, source-dated, no-data, and human-decided.",
      "retention": "TurfTrue Clear retention: bounded, source-dated, no-data, and human-decided.",
      "statute": "TurfTrue Clear statute: bounded, source-dated, no-data, and human-decided.",
      "statute_frame": "TurfTrue Clear statute frame: bounded, source-dated, no-data, and human-decided.",
      "trigger_moment": "TurfTrue Clear trigger moment: bounded, source-dated, no-data, and human-decided.",
      "trust_standards_specific": [
        "TurfTrue Clear trust standards specific: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "mechanism": {
      "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
      "steps": [
        {
          "body": "TurfTrue Clear body: bounded, source-dated, no-data, and human-decided.",
          "title": "TurfTrue Clear title: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "northStarCta": {
      "href": "TurfTrue Clear href: bounded, source-dated, no-data, and human-decided.",
      "label": "TurfTrue Clear label: bounded, source-dated, no-data, and human-decided.",
      "secondary_href": "TurfTrue Clear secondary href: bounded, source-dated, no-data, and human-decided.",
      "secondary_label": "TurfTrue Clear secondary label: bounded, source-dated, no-data, and human-decided."
    },
    "objections": [
      {
        "a": "TurfTrue Clear a: bounded, source-dated, no-data, and human-decided.",
        "q": "TurfTrue Clear q: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "offer": "TurfTrue Clear offer: bounded, source-dated, no-data, and human-decided.",
    "offer_stack": [
      {
        "item": "TurfTrue Clear item: bounded, source-dated, no-data, and human-decided.",
        "note": "TurfTrue Clear note: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "problem": "TurfTrue Clear problem: bounded, source-dated, no-data, and human-decided.",
    "process": [
      {
        "body": "TurfTrue Clear body: bounded, source-dated, no-data, and human-decided.",
        "title": "TurfTrue Clear title: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "proof_angle": {
      "headline": "TurfTrue Clear headline: bounded, source-dated, no-data, and human-decided.",
      "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
      "lever": "TurfTrue Clear lever: bounded, source-dated, no-data, and human-decided.",
      "outcome_frame": "TurfTrue Clear outcome frame: bounded, source-dated, no-data, and human-decided.",
      "outcome_verb": "TurfTrue Clear outcome verb: bounded, source-dated, no-data, and human-decided.",
      "proof_promise": "TurfTrue Clear proof promise: bounded, source-dated, no-data, and human-decided."
    },
    "proof_pillars": [
      {
        "body": "TurfTrue Clear body: bounded, source-dated, no-data, and human-decided.",
        "title": "TurfTrue Clear title: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "shortTitle": "TurfTrue Clear shortTitle: bounded, source-dated, no-data, and human-decided.",
    "specific_pains": [
      "TurfTrue Clear specific pains: bounded, source-dated, no-data, and human-decided."
    ],
    "stakes_line": "TurfTrue Clear stakes line: bounded, source-dated, no-data, and human-decided.",
    "sub_headline": "TurfTrue Clear sub headline: bounded, source-dated, no-data, and human-decided.",
    "trust": {
      "data_handling": "TurfTrue Clear data handling: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "response_time": "TurfTrue Clear response time: bounded, source-dated, no-data, and human-decided.",
      "standards": [
        "TurfTrue Clear standards: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "ubiquitousLanguage": {
      "audience": "TurfTrue Clear audience: bounded, source-dated, no-data, and human-decided.",
      "cta_primary": "TurfTrue Clear cta primary: bounded, source-dated, no-data, and human-decided.",
      "cta_secondary": "TurfTrue Clear cta secondary: bounded, source-dated, no-data, and human-decided.",
      "deliverable": "TurfTrue Clear deliverable: bounded, source-dated, no-data, and human-decided.",
      "domain": "TurfTrue Clear domain: bounded, source-dated, no-data, and human-decided.",
      "event_conversation_requested": "TurfTrue Clear event conversation requested: bounded, source-dated, no-data, and human-decided.",
      "event_intake_started": "TurfTrue Clear event intake started: bounded, source-dated, no-data, and human-decided.",
      "record": "TurfTrue Clear record: bounded, source-dated, no-data, and human-decided.",
      "regulator": "TurfTrue Clear regulator: bounded, source-dated, no-data, and human-decided.",
      "regulator_full": "TurfTrue Clear regulator full: bounded, source-dated, no-data, and human-decided.",
      "reviewer": "TurfTrue Clear reviewer: bounded, source-dated, no-data, and human-decided.",
      "statute": "TurfTrue Clear statute: bounded, source-dated, no-data, and human-decided.",
      "trigger_moment": "TurfTrue Clear trigger moment: bounded, source-dated, no-data, and human-decided.",
      "unit_of_work": "TurfTrue Clear unit of work: bounded, source-dated, no-data, and human-decided."
    },
    "unit_of_work": "TurfTrue Clear unit of work: bounded, source-dated, no-data, and human-decided.",
    "urgency": "TurfTrue Clear urgency: bounded, source-dated, no-data, and human-decided.",
    "who_this_is_not_for": [
      "TurfTrue Clear who this is not for: bounded, source-dated, no-data, and human-decided."
    ]
  },
  "product": {
    "accessibility_i18n_ethics": {
      "ethical_guardrails": [
        "TurfTrue Clear ethical guardrails: bounded, source-dated, no-data, and human-decided."
      ],
      "ethical_risks": [
        "TurfTrue Clear ethical risks: bounded, source-dated, no-data, and human-decided."
      ],
      "locales": [
        "TurfTrue Clear locales: bounded, source-dated, no-data, and human-decided."
      ],
      "rtl_support": "TurfTrue Clear rtl support: bounded, source-dated, no-data, and human-decided.",
      "wcag_target": "TurfTrue Clear wcag target: bounded, source-dated, no-data, and human-decided."
    },
    "assumptions": [
      {
        "confidence": "TurfTrue Clear confidence: bounded, source-dated, no-data, and human-decided.",
        "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
        "impact_if_wrong": "TurfTrue Clear impact if wrong: bounded, source-dated, no-data, and human-decided.",
        "revisit_trigger": "TurfTrue Clear revisit trigger: bounded, source-dated, no-data, and human-decided.",
        "statement": "TurfTrue Clear statement: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "audience": "TurfTrue Clear audience: bounded, source-dated, no-data, and human-decided.",
    "core_workflows": [
      "TurfTrue Clear core workflows: bounded, source-dated, no-data, and human-decided."
    ],
    "devops": {
      "accessibility_tests": [
        "TurfTrue Clear accessibility tests: bounded, source-dated, no-data, and human-decided."
      ],
      "ci_cd": "TurfTrue Clear ci cd: bounded, source-dated, no-data, and human-decided.",
      "environments": [
        "TurfTrue Clear environments: bounded, source-dated, no-data, and human-decided."
      ],
      "observability": [
        "TurfTrue Clear observability: bounded, source-dated, no-data, and human-decided."
      ],
      "performance_budget": "TurfTrue Clear performance budget: bounded, source-dated, no-data, and human-decided.",
      "testing_pyramid": [
        "TurfTrue Clear testing pyramid: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "discovery": {
      "competitors": [
        "TurfTrue Clear competitors: bounded, source-dated, no-data, and human-decided."
      ],
      "differentiation": "TurfTrue Clear differentiation: bounded, source-dated, no-data, and human-decided.",
      "jobs_to_be_done": [
        "TurfTrue Clear jobs to be done: bounded, source-dated, no-data, and human-decided."
      ],
      "one_line_purpose": "TurfTrue Clear one line purpose: bounded, source-dated, no-data, and human-decided.",
      "positioning_statement": "TurfTrue Clear positioning statement: bounded, source-dated, no-data, and human-decided.",
      "primary_users": [
        "TurfTrue Clear primary users: bounded, source-dated, no-data, and human-decided."
      ],
      "value_prop": "TurfTrue Clear value prop: bounded, source-dated, no-data, and human-decided."
    },
    "executive_review": {
      "consensus": "TurfTrue Clear consensus: bounded, source-dated, no-data, and human-decided.",
      "dissent": "TurfTrue Clear dissent: bounded, source-dated, no-data, and human-decided.",
      "first_10_steps": [
        "TurfTrue Clear first 10 steps: bounded, source-dated, no-data, and human-decided."
      ],
      "go_no_go": "TurfTrue Clear go no go: bounded, source-dated, no-data, and human-decided.",
      "top_3_risks": [
        "TurfTrue Clear top 3 risks: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "expert_panel": [
      {
        "dissent": "TurfTrue Clear dissent: bounded, source-dated, no-data, and human-decided.",
        "key_concern": "TurfTrue Clear key concern: bounded, source-dated, no-data, and human-decided.",
        "recommendation": "TurfTrue Clear recommendation: bounded, source-dated, no-data, and human-decided.",
        "role": "TurfTrue Clear role: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "geography": "TurfTrue Clear geography: bounded, source-dated, no-data, and human-decided.",
    "governance": {
      "change_control": "TurfTrue Clear change control: bounded, source-dated, no-data, and human-decided.",
      "docs_required": [
        "TurfTrue Clear docs required: bounded, source-dated, no-data, and human-decided."
      ],
      "naming_conventions": [
        "TurfTrue Clear naming conventions: bounded, source-dated, no-data, and human-decided."
      ],
      "ownership": [
        {
          "area": "TurfTrue Clear area: bounded, source-dated, no-data, and human-decided.",
          "owner": "TurfTrue Clear owner: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "metrics": {
      "guardrails": [
        "TurfTrue Clear guardrails: bounded, source-dated, no-data, and human-decided."
      ],
      "lagging": [
        "TurfTrue Clear lagging: bounded, source-dated, no-data, and human-decided."
      ],
      "leading": [
        "TurfTrue Clear leading: bounded, source-dated, no-data, and human-decided."
      ],
      "north_star": "TurfTrue Clear north star: bounded, source-dated, no-data, and human-decided."
    },
    "project_name": "TurfTrue Clear project name: bounded, source-dated, no-data, and human-decided.",
    "project_type": "TurfTrue Clear project type: bounded, source-dated, no-data, and human-decided.",
    "risk_register": [
      {
        "contingency": "TurfTrue Clear contingency: bounded, source-dated, no-data, and human-decided.",
        "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
        "impact": "TurfTrue Clear impact: bounded, source-dated, no-data, and human-decided.",
        "likelihood": "TurfTrue Clear likelihood: bounded, source-dated, no-data, and human-decided.",
        "mitigation": "TurfTrue Clear mitigation: bounded, source-dated, no-data, and human-decided.",
        "owner": "TurfTrue Clear owner: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "roadmap": [
      {
        "exit_criteria": [
          "TurfTrue Clear exit criteria: bounded, source-dated, no-data, and human-decided."
        ],
        "kill_criteria": [
          "TurfTrue Clear kill criteria: bounded, source-dated, no-data, and human-decided."
        ],
        "outcomes": [
          "TurfTrue Clear outcomes: bounded, source-dated, no-data, and human-decided."
        ],
        "phase": "TurfTrue Clear phase: bounded, source-dated, no-data, and human-decided.",
        "weeks": "TurfTrue Clear weeks: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "scale_expectation": "TurfTrue Clear scale expectation: bounded, source-dated, no-data, and human-decided.",
    "security": {
      "compliance_targets": [
        "TurfTrue Clear compliance targets: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals."
      ],
      "data_classifications": [
        "TurfTrue Clear data classifications: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
      ],
      "privacy_posture": "TurfTrue Clear privacy posture: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "stride": [
        {
          "mitigation": "TurfTrue Clear mitigation: bounded, source-dated, no-data, and human-decided.",
          "scenario": "TurfTrue Clear scenario: bounded, source-dated, no-data, and human-decided.",
          "threat": "TurfTrue Clear threat: bounded, source-dated, no-data, and human-decided."
        }
      ]
    },
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
    "strategy": {
      "business_model": "TurfTrue Clear business model: bounded, source-dated, no-data, and human-decided.",
      "gtm": [
        "TurfTrue Clear gtm: bounded, source-dated, no-data, and human-decided."
      ],
      "kill_criteria": [
        "TurfTrue Clear kill criteria: bounded, source-dated, no-data, and human-decided."
      ],
      "moat": [
        "TurfTrue Clear moat: bounded, source-dated, no-data, and human-decided."
      ],
      "pricing_hypothesis": "TurfTrue Clear pricing hypothesis: bounded, source-dated, no-data, and human-decided.",
      "revenue_streams": [
        "TurfTrue Clear revenue streams: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "unknowns": [
      {
        "blocks": "TurfTrue Clear blocks: bounded, source-dated, no-data, and human-decided.",
        "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
        "question": "TurfTrue Clear question: bounded, source-dated, no-data, and human-decided.",
        "resolution_path": "TurfTrue Clear resolution path: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "vertical": "TurfTrue Clear vertical: bounded, source-dated, no-data, and human-decided."
  },
  "project_site": {
    "app_name": "TurfTrue Clear app name: bounded, source-dated, no-data, and human-decided.",
    "archetype": "TurfTrue Clear archetype: bounded, source-dated, no-data, and human-decided.",
    "archetype_label": "TurfTrue Clear archetype label: bounded, source-dated, no-data, and human-decided.",
    "checkpoints": [
      {
        "fail": "TurfTrue Clear fail: bounded, source-dated, no-data, and human-decided.",
        "label": "TurfTrue Clear label: bounded, source-dated, no-data, and human-decided.",
        "pass": "TurfTrue Clear pass: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "hero": {
      "eyebrow": "TurfTrue Clear eyebrow: bounded, source-dated, no-data, and human-decided.",
      "frame_label": "TurfTrue Clear frame label: bounded, source-dated, no-data, and human-decided.",
      "interface_title": "TurfTrue Clear interface title: bounded, source-dated, no-data, and human-decided.",
      "primary_panel_body": "TurfTrue Clear primary panel body: bounded, source-dated, no-data, and human-decided.",
      "primary_panel_title": "TurfTrue Clear primary panel title: bounded, source-dated, no-data, and human-decided.",
      "side_panel_items": [
        "TurfTrue Clear side panel items: bounded, source-dated, no-data, and human-decided."
      ],
      "side_panel_title": "TurfTrue Clear side panel title: bounded, source-dated, no-data, and human-decided.",
      "status_label": "TurfTrue Clear status label: bounded, source-dated, no-data, and human-decided.",
      "status_metric": "TurfTrue Clear status metric: bounded, source-dated, no-data, and human-decided."
    },
    "homepage_sequence": [
      "TurfTrue Clear homepage sequence: bounded, source-dated, no-data, and human-decided."
    ],
    "language": {
      "cta_close": "TurfTrue Clear cta close: bounded, source-dated, no-data, and human-decided.",
      "mechanism_heading": "TurfTrue Clear mechanism heading: bounded, source-dated, no-data, and human-decided.",
      "objection_heading": "TurfTrue Clear objection heading: bounded, source-dated, no-data, and human-decided.",
      "offer_heading": "TurfTrue Clear offer heading: bounded, source-dated, no-data, and human-decided.",
      "problem_heading": "TurfTrue Clear problem heading: bounded, source-dated, no-data, and human-decided.",
      "proof_heading": "TurfTrue Clear proof heading: bounded, source-dated, no-data, and human-decided.",
      "qualification_heading": "TurfTrue Clear qualification heading: bounded, source-dated, no-data, and human-decided."
    },
    "modules": [
      {
        "artifact": "TurfTrue Clear artifact: bounded, source-dated, no-data, and human-decided.",
        "job": "TurfTrue Clear job: bounded, source-dated, no-data, and human-decided.",
        "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "one_sentence_app": "TurfTrue Clear one sentence app: bounded, source-dated, no-data, and human-decided.",
    "reader_role": "TurfTrue Clear reader role: bounded, source-dated, no-data, and human-decided.",
    "signature_scene": "TurfTrue Clear signature scene: bounded, source-dated, no-data, and human-decided.",
    "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk"
  },
  "seed": {
    "m": "TurfTrue Clear m: bounded, source-dated, no-data, and human-decided.",
    "r": "TurfTrue Clear r: bounded, source-dated, no-data, and human-decided.",
    "s": "TurfTrue Clear s: bounded, source-dated, no-data, and human-decided.",
    "t": "TurfTrue Clear t: bounded, source-dated, no-data, and human-decided.",
    "v": "TurfTrue Clear v: bounded, source-dated, no-data, and human-decided."
  },
  "seo": {
    "ai_search": {
      "do_not": [
        "TurfTrue Clear do not: bounded, source-dated, no-data, and human-decided."
      ],
      "principles": [
        "TurfTrue Clear principles: bounded, source-dated, no-data, and human-decided."
      ],
      "tactics": [
        "TurfTrue Clear tactics: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "archetype": "TurfTrue Clear archetype: bounded, source-dated, no-data, and human-decided.",
    "archetype_impact": "TurfTrue Clear archetype impact: bounded, source-dated, no-data, and human-decided.",
    "authority_dna": {
      "easiest_ranking_path": "TurfTrue Clear easiest ranking path: bounded, source-dated, no-data, and human-decided.",
      "expert_review_needed": "TurfTrue Clear expert review needed: bounded, source-dated, no-data, and human-decided.",
      "global_national_opportunity": "TurfTrue Clear global national opportunity: bounded, source-dated, no-data, and human-decided.",
      "hardest_ranking_path": "TurfTrue Clear hardest ranking path: bounded, source-dated, no-data, and human-decided.",
      "local_seo_opportunity": "TurfTrue Clear local seo opportunity: bounded, source-dated, no-data, and human-decided.",
      "main_search_intents": [
        "TurfTrue Clear main search intents: bounded, source-dated, no-data, and human-decided."
      ],
      "monetization_model": "TurfTrue Clear monetization model: bounded, source-dated, no-data, and human-decided.",
      "seo_moat": "TurfTrue Clear seo moat: bounded, source-dated, no-data, and human-decided.",
      "site_archetype": "TurfTrue Clear site archetype: bounded, source-dated, no-data, and human-decided.",
      "site_structure": "TurfTrue Clear site structure: bounded, source-dated, no-data, and human-decided.",
      "topical_authority_opportunity": "TurfTrue Clear topical authority opportunity: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals.",
      "trust_credibility_requirements": [
        "TurfTrue Clear trust credibility requirements: bounded, source-dated, no-data, and human-decided."
      ],
      "ymyl": "TurfTrue Clear ymyl: bounded, source-dated, no-data, and human-decided."
    },
    "competitor_gaps": {
      "common_weaknesses": [
        "TurfTrue Clear common weaknesses: bounded, source-dated, no-data, and human-decided."
      ],
      "how_to_beat_them": [
        "TurfTrue Clear how to beat them: bounded, source-dated, no-data, and human-decided."
      ],
      "typical_competitor_types": [
        "TurfTrue Clear typical competitor types: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "conversion": {
      "lead_magnets": [
        "TurfTrue Clear lead magnets: bounded, source-dated, no-data, and human-decided."
      ],
      "per_page_paths": [
        {
          "page_type": "TurfTrue Clear page type: bounded, source-dated, no-data, and human-decided.",
          "path": "TurfTrue Clear path: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "primary_cta": "TurfTrue Clear primary cta: bounded, source-dated, no-data, and human-decided.",
      "secondary_cta": "TurfTrue Clear secondary cta: bounded, source-dated, no-data, and human-decided.",
      "tracking": "TurfTrue Clear tracking: bounded, source-dated, no-data, and human-decided.",
      "trust_elements": [
        "TurfTrue Clear trust elements: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "disclaimers": [
      "TurfTrue Clear disclaimers: bounded, source-dated, no-data, and human-decided."
    ],
    "eeat": {
      "author_bios": "TurfTrue Clear author bios: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "citations": "TurfTrue Clear citations: bounded, source-dated, no-data, and human-decided.",
      "credentials": [
        "TurfTrue Clear credentials: bounded, source-dated, no-data, and human-decided."
      ],
      "editorial_policy": "TurfTrue Clear editorial policy: bounded, source-dated, no-data, and human-decided.",
      "expert_reviewers": "TurfTrue Clear expert reviewers: bounded, source-dated, no-data, and human-decided.",
      "fact_checking": "TurfTrue Clear fact checking: bounded, source-dated, no-data, and human-decided.",
      "first_hand_proof": [
        "TurfTrue Clear first hand proof: bounded, source-dated, no-data, and human-decided."
      ],
      "monetization_disclosure": "TurfTrue Clear monetization disclosure: bounded, source-dated, no-data, and human-decided.",
      "update_cadence": "TurfTrue Clear update cadence: bounded, source-dated, no-data, and human-decided.",
      "ymyl_notes": "TurfTrue Clear ymyl notes: bounded, source-dated, no-data, and human-decided."
    },
    "entity_seo": {
      "alternatives": [
        "TurfTrue Clear alternatives: bounded, source-dated, no-data, and human-decided."
      ],
      "main_entities": [
        "TurfTrue Clear main entities: bounded, source-dated, no-data, and human-decided."
      ],
      "orgs": [
        "TurfTrue Clear orgs: bounded, source-dated, no-data, and human-decided."
      ],
      "people": [
        "TurfTrue Clear people: bounded, source-dated, no-data, and human-decided."
      ],
      "problems": [
        "TurfTrue Clear problems: bounded, source-dated, no-data, and human-decided."
      ],
      "processes": [
        "TurfTrue Clear processes: bounded, source-dated, no-data, and human-decided."
      ],
      "regulations": [
        "TurfTrue Clear regulations: bounded, source-dated, no-data, and human-decided."
      ],
      "related_entities": [
        "TurfTrue Clear related entities: bounded, source-dated, no-data, and human-decided."
      ],
      "solutions": [
        "TurfTrue Clear solutions: bounded, source-dated, no-data, and human-decided."
      ],
      "synonyms": [
        "TurfTrue Clear synonyms: bounded, source-dated, no-data, and human-decided."
      ],
      "tools": [
        "TurfTrue Clear tools: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "final_recommendation": "TurfTrue Clear final recommendation: bounded, source-dated, no-data, and human-decided.",
    "first_10_authority_actions": [
      "TurfTrue Clear first 10 authority actions: contract, invoice, accounting, field, legal, and external-action decisions remain with authorized humans and qualified professionals."
    ],
    "first_10_tech_fixes": [
      "TurfTrue Clear first 10 tech fixes: bounded, source-dated, no-data, and human-decided."
    ],
    "first_20_pages": [
      "TurfTrue Clear first 20 pages: bounded, source-dated, no-data, and human-decided."
    ],
    "global_national": {
      "international_needed": "TurfTrue Clear international needed: bounded, source-dated, no-data, and human-decided.",
      "international_notes": "TurfTrue Clear international notes: bounded, source-dated, no-data, and human-decided.",
      "linkable_assets": [
        "TurfTrue Clear linkable assets: bounded, source-dated, no-data, and human-decided."
      ],
      "national_clusters": [
        "TurfTrue Clear national clusters: bounded, source-dated, no-data, and human-decided."
      ],
      "original_research_ideas": [
        "TurfTrue Clear original research ideas: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "internal_linking": {
      "anchor_text_rules": [
        "TurfTrue Clear anchor text rules: bounded, source-dated, no-data, and human-decided."
      ],
      "breadcrumbs": "TurfTrue Clear breadcrumbs: bounded, source-dated, no-data, and human-decided.",
      "cluster_to_cluster": "TurfTrue Clear cluster to cluster: bounded, source-dated, no-data, and human-decided.",
      "cluster_to_pillar": "TurfTrue Clear cluster to pillar: bounded, source-dated, no-data, and human-decided.",
      "faq_to_commercial": "TurfTrue Clear faq to commercial: bounded, source-dated, no-data, and human-decided.",
      "pillar_to_cluster": "TurfTrue Clear pillar to cluster: bounded, source-dated, no-data, and human-decided.",
      "service_to_location": "TurfTrue Clear service to location: bounded, source-dated, no-data, and human-decided."
    },
    "keyword_clusters": [
      {
        "bucket": "TurfTrue Clear bucket: bounded, source-dated, no-data, and human-decided.",
        "business_value": "TurfTrue Clear business value: bounded, source-dated, no-data, and human-decided.",
        "content_effort": "TurfTrue Clear content effort: bounded, source-dated, no-data, and human-decided.",
        "conversion_potential": "TurfTrue Clear conversion potential: bounded, source-dated, no-data, and human-decided.",
        "funnel": "TurfTrue Clear funnel: bounded, source-dated, no-data, and human-decided.",
        "global_relevance": "TurfTrue Clear global relevance: bounded, source-dated, no-data, and human-decided.",
        "intent": "TurfTrue Clear intent: bounded, source-dated, no-data, and human-decided.",
        "local_relevance": "TurfTrue Clear local relevance: bounded, source-dated, no-data, and human-decided.",
        "primary": "TurfTrue Clear primary: bounded, source-dated, no-data, and human-decided.",
        "priority": 0,
        "priority_score": "TurfTrue Clear priority score: bounded, source-dated, no-data, and human-decided.",
        "ranking_difficulty": "TurfTrue Clear ranking difficulty: bounded, source-dated, no-data, and human-decided.",
        "reason": "TurfTrue Clear reason: bounded, source-dated, no-data, and human-decided.",
        "related": [
          "TurfTrue Clear related: bounded, source-dated, no-data, and human-decided."
        ],
        "serp_weakness": "TurfTrue Clear serp weakness: bounded, source-dated, no-data, and human-decided.",
        "suggested_page_type": "TurfTrue Clear suggested page type: bounded, source-dated, no-data, and human-decided.",
        "user_problem": "TurfTrue Clear user problem: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "link_earning": {
      "avoid": [
        "TurfTrue Clear avoid: bounded, source-dated, no-data, and human-decided."
      ],
      "digital_pr_ideas": [
        "TurfTrue Clear digital pr ideas: bounded, source-dated, no-data, and human-decided."
      ],
      "directories": [
        "TurfTrue Clear directories: bounded, source-dated, no-data, and human-decided."
      ],
      "expert_contributions": [
        "TurfTrue Clear expert contributions: bounded, source-dated, no-data, and human-decided."
      ],
      "original_research": [
        "TurfTrue Clear original research: bounded, source-dated, no-data, and human-decided."
      ],
      "partnerships": [
        "TurfTrue Clear partnerships: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "local_seo": {
      "citations": [
        "TurfTrue Clear citations: bounded, source-dated, no-data, and human-decided."
      ],
      "gbp_categories_primary": [
        "TurfTrue Clear gbp categories primary: bounded, source-dated, no-data, and human-decided."
      ],
      "gbp_categories_secondary": [
        "TurfTrue Clear gbp categories secondary: bounded, source-dated, no-data, and human-decided."
      ],
      "justified": "TurfTrue Clear justified: bounded, source-dated, no-data, and human-decided.",
      "local_schema": [
        "TurfTrue Clear local schema: bounded, source-dated, no-data, and human-decided."
      ],
      "location_page_rules": [
        "TurfTrue Clear location page rules: bounded, source-dated, no-data, and human-decided."
      ],
      "reason": "TurfTrue Clear reason: bounded, source-dated, no-data, and human-decided.",
      "review_strategy": "TurfTrue Clear review strategy: bounded, source-dated, no-data, and human-decided."
    },
    "metrics": {
      "annual": [
        "TurfTrue Clear annual: bounded, source-dated, no-data, and human-decided."
      ],
      "monthly": [
        "TurfTrue Clear monthly: bounded, source-dated, no-data, and human-decided."
      ],
      "quarterly": [
        "TurfTrue Clear quarterly: bounded, source-dated, no-data, and human-decided."
      ],
      "weekly": [
        "TurfTrue Clear weekly: bounded, source-dated, no-data, and human-decided."
      ]
    },
    "on_page_rules": {
      "author_attribution": "TurfTrue Clear author attribution: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data.",
      "avoid": [
        "TurfTrue Clear avoid: bounded, source-dated, no-data, and human-decided."
      ],
      "cta_placement": "TurfTrue Clear cta placement: bounded, source-dated, no-data, and human-decided.",
      "external_citations": "TurfTrue Clear external citations: bounded, source-dated, no-data, and human-decided.",
      "freshness": "TurfTrue Clear freshness: bounded, source-dated, no-data, and human-decided.",
      "headings": "TurfTrue Clear headings: bounded, source-dated, no-data, and human-decided.",
      "images": "TurfTrue Clear images: bounded, source-dated, no-data, and human-decided.",
      "internal_links": "TurfTrue Clear internal links: bounded, source-dated, no-data, and human-decided.",
      "intro": "TurfTrue Clear intro: bounded, source-dated, no-data, and human-decided.",
      "meta_description": "TurfTrue Clear meta description: bounded, source-dated, no-data, and human-decided.",
      "mobile": "TurfTrue Clear mobile: bounded, source-dated, no-data, and human-decided.",
      "snippet_targeting": "TurfTrue Clear snippet targeting: bounded, source-dated, no-data, and human-decided.",
      "tables_lists": "TurfTrue Clear tables lists: bounded, source-dated, no-data, and human-decided.",
      "title_tag": "TurfTrue Clear title tag: bounded, source-dated, no-data, and human-decided."
    },
    "page_templates": [
      {
        "above_the_fold": [
          "TurfTrue Clear above the fold: bounded, source-dated, no-data, and human-decided."
        ],
        "anti_thin_rules": [
          "TurfTrue Clear anti thin rules: bounded, source-dated, no-data, and human-decided."
        ],
        "conversion_elements": [
          "TurfTrue Clear conversion elements: bounded, source-dated, no-data, and human-decided."
        ],
        "cta_strategy": "TurfTrue Clear cta strategy: bounded, source-dated, no-data, and human-decided.",
        "faq_opportunities": [
          "TurfTrue Clear faq opportunities: bounded, source-dated, no-data, and human-decided."
        ],
        "h1_pattern": "TurfTrue Clear h1 pattern: bounded, source-dated, no-data, and human-decided.",
        "internal_links": [
          "TurfTrue Clear internal links: bounded, source-dated, no-data, and human-decided."
        ],
        "media": [
          "TurfTrue Clear media: bounded, source-dated, no-data, and human-decided."
        ],
        "meta_description_pattern": "TurfTrue Clear meta description pattern: bounded, source-dated, no-data, and human-decided.",
        "outline": [
          "TurfTrue Clear outline: bounded, source-dated, no-data, and human-decided."
        ],
        "page_type": "TurfTrue Clear page type: bounded, source-dated, no-data, and human-decided.",
        "purpose": "TurfTrue Clear purpose: bounded, source-dated, no-data, and human-decided.",
        "quality_requirements": [
          "TurfTrue Clear quality requirements: bounded, source-dated, no-data, and human-decided."
        ],
        "schema": [
          "TurfTrue Clear schema: bounded, source-dated, no-data, and human-decided."
        ],
        "target_intent": "TurfTrue Clear target intent: bounded, source-dated, no-data, and human-decided.",
        "title_pattern": "TurfTrue Clear title pattern: bounded, source-dated, no-data, and human-decided.",
        "trust_elements": [
          "TurfTrue Clear trust elements: bounded, source-dated, no-data, and human-decided."
        ],
        "url_pattern": "TurfTrue Clear url pattern: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "priority_pages": [
      {
        "business_value": "TurfTrue Clear business value: bounded, source-dated, no-data, and human-decided.",
        "conversion_potential": "TurfTrue Clear conversion potential: bounded, source-dated, no-data, and human-decided.",
        "cta": "TurfTrue Clear cta: bounded, source-dated, no-data, and human-decided.",
        "difficulty": "TurfTrue Clear difficulty: bounded, source-dated, no-data, and human-decided.",
        "funnel": "TurfTrue Clear funnel: bounded, source-dated, no-data, and human-decided.",
        "intent": "TurfTrue Clear intent: bounded, source-dated, no-data, and human-decided.",
        "internal_links": [
          "TurfTrue Clear internal links: bounded, source-dated, no-data, and human-decided."
        ],
        "page_title": "TurfTrue Clear page title: bounded, source-dated, no-data, and human-decided.",
        "page_type": "TurfTrue Clear page type: bounded, source-dated, no-data, and human-decided.",
        "primary_keyword": "TurfTrue Clear primary keyword: bounded, source-dated, no-data, and human-decided.",
        "production_priority": "TurfTrue Clear production priority: bounded, source-dated, no-data, and human-decided.",
        "rank": "TurfTrue Clear rank: bounded, source-dated, no-data, and human-decided.",
        "required_proof": [
          "TurfTrue Clear required proof: bounded, source-dated, no-data, and human-decided."
        ],
        "schema": [
          "TurfTrue Clear schema: bounded, source-dated, no-data, and human-decided."
        ],
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        "secondary_keywords": [
          "TurfTrue Clear secondary keywords: bounded, source-dated, no-data, and human-decided."
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      }
    ],
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        "TurfTrue Clear per page requirements: bounded, source-dated, no-data, and human-decided."
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        "TurfTrue Clear quality gates: bounded, source-dated, no-data, and human-decided."
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      "recommended": "TurfTrue Clear recommended: bounded, source-dated, no-data, and human-decided.",
      "rules": [
        "TurfTrue Clear rules: bounded, source-dated, no-data, and human-decided."
      ]
    },
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        "mitigation": "TurfTrue Clear mitigation: bounded, source-dated, no-data, and human-decided.",
        "risk": "TurfTrue Clear risk: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "roadmap_12m": [
      {
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        "conversion_goal": "TurfTrue Clear conversion goal: bounded, source-dated, no-data, and human-decided.",
        "difficulty": "TurfTrue Clear difficulty: bounded, source-dated, no-data, and human-decided.",
        "goal": "TurfTrue Clear goal: bounded, source-dated, no-data, and human-decided.",
        "internal_links": [
          "TurfTrue Clear internal links: bounded, source-dated, no-data, and human-decided."
        ],
        "keywords_targeted": [
          "TurfTrue Clear keywords targeted: bounded, source-dated, no-data, and human-decided."
        ],
        "pages": [
          "TurfTrue Clear pages: bounded, source-dated, no-data, and human-decided."
        ],
        "phase": "TurfTrue Clear phase: bounded, source-dated, no-data, and human-decided.",
        "required_assets": [
          "TurfTrue Clear required assets: bounded, source-dated, no-data, and human-decided."
        ],
        "why_first": "TurfTrue Clear why first: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "roadmap_90d": [
      {
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        "conversion_goal": "TurfTrue Clear conversion goal: bounded, source-dated, no-data, and human-decided.",
        "difficulty": "TurfTrue Clear difficulty: bounded, source-dated, no-data, and human-decided.",
        "goal": "TurfTrue Clear goal: bounded, source-dated, no-data, and human-decided.",
        "internal_links": [
          "TurfTrue Clear internal links: bounded, source-dated, no-data, and human-decided."
        ],
        "keywords_targeted": [
          "TurfTrue Clear keywords targeted: bounded, source-dated, no-data, and human-decided."
        ],
        "pages": [
          "TurfTrue Clear pages: bounded, source-dated, no-data, and human-decided."
        ],
        "phase": "TurfTrue Clear phase: bounded, source-dated, no-data, and human-decided.",
        "required_assets": [
          "TurfTrue Clear required assets: bounded, source-dated, no-data, and human-decided."
        ],
        "why_first": "TurfTrue Clear why first: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "schema_strategy": [
      {
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        "required_fields": [
          "TurfTrue Clear required fields: bounded, source-dated, no-data, and human-decided."
        ],
        "type": "TurfTrue Clear type: bounded, source-dated, no-data, and human-decided.",
        "where": "TurfTrue Clear where: bounded, source-dated, no-data, and human-decided."
      }
    ],
    "search_market": {
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        "TurfTrue Clear avoid initially: bounded, source-dated, no-data, and human-decided."
      ],
      "comparison": [
        "TurfTrue Clear comparison: bounded, source-dated, no-data, and human-decided."
      ],
      "do_not_pursue": [
        "TurfTrue Clear do not pursue: bounded, source-dated, no-data, and human-decided."
      ],
      "easy_wins": [
        "TurfTrue Clear easy wins: bounded, source-dated, no-data, and human-decided."
      ],
      "emerging": [
        "TurfTrue Clear emerging: bounded, source-dated, no-data, and human-decided."
      ],
      "forum_dominated_serps": [
        "TurfTrue Clear forum dominated serps: bounded, source-dated, no-data, and human-decided."
      ],
      "high_commercial_intent": [
        "TurfTrue Clear high commercial intent: bounded, source-dated, no-data, and human-decided."
      ],
      "informational": [
        "TurfTrue Clear informational: bounded, source-dated, no-data, and human-decided."
      ],
      "local_intent": [
        "TurfTrue Clear local intent: bounded, source-dated, no-data, and human-decided."
      ],
      "long_tail": [
        "TurfTrue Clear long tail: bounded, source-dated, no-data, and human-decided."
      ],
      "long_term_plays": [
        "TurfTrue Clear long term plays: bounded, source-dated, no-data, and human-decided."
      ],
      "low_competition_subtopics": [
        "TurfTrue Clear low competition subtopics: bounded, source-dated, no-data, and human-decided."
      ],
      "moderate": [
        "TurfTrue Clear moderate: bounded, source-dated, no-data, and human-decided."
      ],
      "near_me": [
        "TurfTrue Clear near me: bounded, source-dated, no-data, and human-decided."
      ],
      "primary_markets": [
        "TurfTrue Clear primary markets: bounded, source-dated, no-data, and human-decided."
      ],
      "problem_solution": [
        "TurfTrue Clear problem solution: bounded, source-dated, no-data, and human-decided."
      ],
      "questions": [
        "TurfTrue Clear questions: bounded, source-dated, no-data, and human-decided."
      ],
      "seasonal": [
        "TurfTrue Clear seasonal: bounded, source-dated, no-data, and human-decided."
      ],
      "secondary_markets": [
        "TurfTrue Clear secondary markets: bounded, source-dated, no-data, and human-decided."
      ],
      "transactional": [
        "TurfTrue Clear transactional: bounded, source-dated, no-data, and human-decided."
      ],
      "underserved_serps": [
        "TurfTrue Clear underserved serps: bounded, source-dated, no-data, and human-decided."
      ],
      "weak_serps": [
        "TurfTrue Clear weak serps: bounded, source-dated, no-data, and human-decided."
      ],
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        "TurfTrue Clear winnable authoritative serps: the public runtime collects, transmits, and stores no property, vendor, contract, invoice, client, or sensitive data."
      ]
    },
    "site_architecture": {
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        "TurfTrue Clear avoid url patterns: bounded, source-dated, no-data, and human-decided."
      ],
      "footer_nav": [
        "TurfTrue Clear footer nav: bounded, source-dated, no-data, and human-decided."
      ],
      "homepage_strategy": "TurfTrue Clear homepage strategy: bounded, source-dated, no-data, and human-decided.",
      "hubs": [
        {
          "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
          "purpose": "TurfTrue Clear purpose: bounded, source-dated, no-data, and human-decided.",
          "url": "TurfTrue Clear url: bounded, source-dated, no-data, and human-decided."
        }
      ],
      "main_nav": [
        "TurfTrue Clear main nav: bounded, source-dated, no-data, and human-decided."
      ],
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        "TurfTrue Clear url patterns: bounded, source-dated, no-data, and human-decided."
      ]
    },
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    "technical_seo": {
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      "analytics_setup": "TurfTrue Clear analytics setup: bounded, source-dated, no-data, and human-decided.",
      "canonicals": "TurfTrue Clear canonicals: bounded, source-dated, no-data, and human-decided.",
      "core_web_vitals": "TurfTrue Clear core web vitals: bounded, source-dated, no-data, and human-decided.",
      "crawlability": "TurfTrue Clear crawlability: bounded, source-dated, no-data, and human-decided.",
      "duplicate_control": "TurfTrue Clear duplicate control: bounded, source-dated, no-data, and human-decided.",
      "faceted_nav": "TurfTrue Clear faceted nav: bounded, source-dated, no-data, and human-decided.",
      "gsc_setup": "TurfTrue Clear gsc setup: bounded, source-dated, no-data, and human-decided.",
      "indexability": "TurfTrue Clear indexability: bounded, source-dated, no-data, and human-decided.",
      "js_seo": "TurfTrue Clear js seo: bounded, source-dated, no-data, and human-decided.",
      "mobile": "TurfTrue Clear mobile: bounded, source-dated, no-data, and human-decided.",
      "pagination": "TurfTrue Clear pagination: bounded, source-dated, no-data, and human-decided.",
      "rank_tracking": "TurfTrue Clear rank tracking: bounded, source-dated, no-data, and human-decided.",
      "redirects": "TurfTrue Clear redirects: bounded, source-dated, no-data, and human-decided.",
      "rendering": "TurfTrue Clear rendering: bounded, source-dated, no-data, and human-decided.",
      "robots": "TurfTrue Clear robots: bounded, source-dated, no-data, and human-decided.",
      "sitemaps": "TurfTrue Clear sitemaps: bounded, source-dated, no-data, and human-decided."
    },
    "topical_authority_map": {
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        "TurfTrue Clear core topics: bounded, source-dated, no-data, and human-decided."
      ],
      "pillars": [
        {
          "audience": "TurfTrue Clear audience: bounded, source-dated, no-data, and human-decided.",
          "conversion_goal": "TurfTrue Clear conversion goal: bounded, source-dated, no-data, and human-decided.",
          "core_intent": "TurfTrue Clear core intent: bounded, source-dated, no-data, and human-decided.",
          "evidence_needed": [
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          ],
          "internal_links": [
            "TurfTrue Clear internal links: bounded, source-dated, no-data, and human-decided."
          ],
          "local_variants": [
            "TurfTrue Clear local variants: bounded, source-dated, no-data, and human-decided."
          ],
          "name": "TurfTrue Clear name: bounded, source-dated, no-data, and human-decided.",
          "national_variants": [
            "TurfTrue Clear national variants: bounded, source-dated, no-data, and human-decided."
          ],
          "schema": [
            "TurfTrue Clear schema: bounded, source-dated, no-data, and human-decided."
          ],
          "supporting_pages": [
            "TurfTrue Clear supporting pages: bounded, source-dated, no-data, and human-decided."
          ]
        }
      ],
      "supporting_page_types": [
        "TurfTrue Clear supporting page types: bounded, source-dated, no-data, and human-decided."
      ]
    }
  },
  "seo_pages": {
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    "canonical": "TurfTrue Clear canonical: bounded, source-dated, no-data, and human-decided.",
    "description": "TurfTrue Clear description: bounded, source-dated, no-data, and human-decided.",
    "id": "TurfTrue Clear id: bounded, source-dated, no-data, and human-decided.",
    "noindex": false,
    "og_description": "TurfTrue Clear og description: bounded, source-dated, no-data, and human-decided.",
    "og_title": "TurfTrue Clear og title: bounded, source-dated, no-data, and human-decided.",
    "route": "TurfTrue Clear route: bounded, source-dated, no-data, and human-decided.",
    "schema_status": "TurfTrue Clear schema status: bounded, source-dated, no-data, and human-decided.",
    "schema_type": "TurfTrue Clear schema type: bounded, source-dated, no-data, and human-decided.",
    "sitemap_include": true,
    "title": "TurfTrue Clear title: bounded, source-dated, no-data, and human-decided."
  },
  "slug": "turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk",
  "title": "TurfTrue Clear - Commercial Grounds Invoice Readiness Map",
  "version": "1.8.0",
  "vertical": "TurfTrue Clear vertical: bounded, source-dated, no-data, and human-decided.",
  "vertical_style": {
    "accent": "TurfTrue Clear accent: bounded, source-dated, no-data, and human-decided.",
    "anti": "TurfTrue Clear anti: bounded, source-dated, no-data, and human-decided.",
    "layout": "TurfTrue Clear layout: bounded, source-dated, no-data, and human-decided.",
    "signature": "TurfTrue Clear signature: bounded, source-dated, no-data, and human-decided."
  },
  "source_file": "2026-07-25-0207-turftrue-clear-commercial-landscaping-grounds-invoice-truth-recovery-desk-blueprint.html",
  "source_sha256": "9b4db3c41329e749ba52162197b7e6b5f717bf484a99192bc49edcfc5e54794a"
}
