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      "title": "Test what happens when AI access is removed",
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      "url": "https://installai.io/blog/ai-access-revocation/",
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    },
    {
      "id": "article-ai-model-selection-test",
      "type": "article",
      "title": "Choose a model by testing your task",
      "summary": "Compare AI models using your own examples, required capabilities, review effort, measured usage, failure severity, and a fair repeatable test.",
      "url": "https://installai.io/blog/ai-model-selection-test/",
      "topics": [
        "operations"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 4,
      "status": "published"
    },
    {
      "id": "article-ai-workflow-handoff-runbook",
      "type": "article",
      "title": "Write a handoff runbook your team can use",
      "summary": "Create an AI operations runbook covering owners, approved actions, normal runs, review, alerts, safe pauses, incomplete work, recovery, and handoff drills.",
      "url": "https://installai.io/blog/ai-workflow-handoff-runbook/",
      "topics": [
        "operations"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 4,
      "status": "published"
    },
    {
      "id": "article-ai-pilot-results-review",
      "type": "article",
      "title": "Review the results of an AI pilot honestly",
      "summary": "Evaluate an AI pilot using complete effort, comparable tasks, failures, permissions, operating costs, and a clear decision to expand, revise, or stop.",
      "url": "https://installai.io/blog/ai-pilot-results-review/",
      "topics": [
        "operations"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 4,
      "status": "published"
    },
    {
      "id": "article-ai-release-note-review",
      "type": "article",
      "title": "Read AI release notes before changing a workflow",
      "summary": "Review AI release notes with dated examples from Codex, Claude Code, Gemini CLI and OpenCode, then test permissions, compatibility and recovery.",
      "url": "https://installai.io/blog/ai-release-note-review/",
      "topics": [
        "updates"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 5,
      "status": "published"
    },
    {
      "id": "article-ai-browser-automation-readiness",
      "type": "article",
      "title": "Check whether browser automation fits a business task",
      "summary": "Assess browser automation for a business task with checks for APIs, site rules, login friction, data exposure, approvals and uncertain results.",
      "url": "https://installai.io/blog/ai-browser-automation-readiness/",
      "topics": [
        "updates"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 5,
      "status": "published"
    },
    {
      "id": "article-ai-setup-project",
      "type": "article",
      "title": "What an AI setup project should include",
      "summary": "A practical AI setup project covers scope, data, review, test cases, and handoff—not just a monthly tool subscription.",
      "url": "https://installai.io/blog/ai-setup-project/",
      "topics": [
        "planning"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 8,
      "status": "published"
    },
    {
      "id": "article-agent-api-data-flow",
      "type": "article",
      "title": "Where your data goes when an agent uses an API",
      "summary": "Public service discovery and private business data need deliberately separate interfaces, credentials, and policy checks.",
      "url": "https://installai.io/blog/agent-api-data-flow/",
      "topics": [
        "controls"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 8,
      "status": "published"
    },
    {
      "id": "article-workflow-cost",
      "type": "article",
      "title": "How to estimate the cost of a business workflow",
      "summary": "Separate implementation, recurring service, AI usage, software, hardware, and human review when estimating an AI workflow.",
      "url": "https://installai.io/blog/workflow-cost/",
      "topics": [
        "operations"
      ],
      "published": "2026-10-10",
      "reviewed": "2026-10-10",
      "reading_minutes": 7,
      "status": "published"
    },
    {
      "id": "video-lesson-01",
      "type": "video",
      "title": "Choose one useful workflow — silent preview",
      "summary": "A 2:18 caption-led preview using a clearly fictional business inquiry. It has no audio stream; narration is pending. It contains no customer data or live integration.",
      "url": "https://installai.io/course/",
      "topics": [
        "beginner",
        "course",
        "workflow-design"
      ],
      "published": "2026-10-10",
      "status": "preview"
    },
    {
      "id": "video-overview",
      "type": "video",
      "title": "Choose one useful workflow — earlier silent pilot",
      "summary": "The earlier 40-second caption-led visual-direction sample, preserved separately from the complete lesson. It contains no narration or audio track.",
      "url": "https://installai.io/course/",
      "topics": [
        "overview",
        "course-preview"
      ],
      "published": "2026-10-10",
      "status": "preview"
    }
  ]
}