{
  "planId": "ccao-f-10-hour-readiness",
  "guide": {
    "version": "1.0",
    "effective": "July 2026",
    "verifiedOn": "2026-08-09",
    "officialSource": "https://everpath-course-content.s3-accelerate.amazonaws.com/instructor%2F6nizmqk8tpzpfjvt6qmmav7rh%2Fpublic%2F1783542847%2FClaude+Certified+Associate+%E2%80%93+Foundations+Exam+Guide.pdf"
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  "domains": [
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      "allocatedHours": 1.4,
      "confidence": "practiced",
      "decisions": ["Choose a prompt contract", "Place a verification boundary"],
      "artifact": "Prompt contract packet",
      "failureMode": "Optimizing wording before defining success"
    },
    {
      "id": "output-evaluation-validation",
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      "allocatedHours": 2.1,
      "confidence": "understood",
      "decisions": ["Choose a deterministic check", "Escalate an unsupported claim"],
      "artifact": "Claim-evidence matrix",
      "failureMode": "Treating citation presence as claim support"
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    {
      "id": "product-model-selection",
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      "allocatedHours": 1.2,
      "confidence": "practiced",
      "decisions": ["Choose the smallest sufficient surface", "Escalate model capability from evidence"],
      "artifact": "Product-selection record",
      "failureMode": "Choosing the largest model by reputation"
    },
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      "id": "workflow-integration-solution-design",
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      "allocatedHours": 1.6,
      "confidence": "understood",
      "decisions": ["Assist, automate, redesign, or reject", "Place a human handoff"],
      "artifact": "Workflow handoff packet",
      "failureMode": "Automating prose while deleting ownership"
    },
    {
      "id": "configuration-knowledge-management",
      "weight": 12,
      "allocatedHours": 1.2,
      "confidence": "practiced",
      "decisions": ["Classify context by job", "Retire a superseded source"],
      "artifact": "Source registry",
      "failureMode": "Treating memory as a source of record"
    },
    {
      "id": "governance-risk-responsible-use",
      "weight": 15,
      "allocatedHours": 1.5,
      "confidence": "understood",
      "decisions": ["Separate capability from authority", "Require meaningful review"],
      "artifact": "Responsible-use control map",
      "failureMode": "Relying on prompt-only governance"
    },
    {
      "id": "troubleshooting-optimization",
      "weight": 10,
      "allocatedHours": 1.0,
      "confidence": "timed",
      "decisions": ["Classify the failure layer", "Choose the smallest repair"],
      "artifact": "Error log",
      "failureMode": "Calling every defect a model failure"
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      {"id": "orient", "exitEvidence": "Untouched diagnostic mapped to objectives and confidence"},
      {"id": "build", "exitEvidence": "Required lessons, tests, and learner-owned artifacts complete"},
      {"id": "transfer", "exitEvidence": "New scenarios defended and weak domains remediated"},
      {"id": "simulate", "exitEvidence": "Fresh timed sets reviewed under published exam rules"}
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    "errorTaxonomy": [
      "recall-gap",
      "stale-fact",
      "missed-constraint",
      "sequence-error",
      "surface-confusion",
      "evidence-failure",
      "overengineering"
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}