{
  "version": "1.2.0",
  "chapters": [
    {
      "title": "INTRO – 2026-01-28 Effective AI Hayden",
      "startTime": 0,
      "endTime": 149.26
    },
    {
      "title": "About Hayden",
      "startTime": 149.26,
      "endTime": 213.26
    },
    {
      "title": "What This Session Is (and Isn't)",
      "startTime": 213.26,
      "endTime": 266.26
    },
    {
      "title": "Let's Get Something Straight",
      "startTime": 266.26,
      "endTime": 371.26
    },
    {
      "title": "What Augmentation Actually Looks Like",
      "startTime": 371.26,
      "endTime": 723.26
    },
    {
      "title": "Before You Implement Anything...STOP",
      "startTime": 723.26,
      "endTime": 794.26
    },
    {
      "title": "Consideration: Cost",
      "startTime": 794.26,
      "endTime": 1110.26
    },
    {
      "title": "Consideration: Policy & Legal",
      "startTime": 1110.26,
      "endTime": 1241.26
    },
    {
      "title": "Consideration: Data Sensitivity",
      "startTime": 1241.26,
      "endTime": 1281.26
    },
    {
      "title": "Consideration: Team Buy-In",
      "startTime": 1281.26,
      "endTime": 1415.26
    },
    {
      "title": "Consideration: PEBKAC",
      "startTime": 1415.26,
      "endTime": 1675.26
    },
    {
      "title": "How We'll Break Down the Use Cases",
      "startTime": 1675.26,
      "endTime": 1754.26
    },
    {
      "title": "Start This Week! – AI Projects: Curated Team Agents",
      "startTime": 1754.26,
      "endTime": 1932.26
    },
    {
      "title": "Building a Good Agent",
      "startTime": 1932.26,
      "endTime": 1998.26
    },
    {
      "title": "Detection Code Review Agent",
      "startTime": 1998.26,
      "endTime": 2131.26
    },
    {
      "title": "Detection Code Review: Example Prompt (GH)",
      "startTime": 2131.26,
      "endTime": 2221.26
    },
    {
      "title": "Why Markdown and Change Controlled Prompts Win",
      "startTime": 2221.26,
      "endTime": 2318.26
    },
    {
      "title": "Start This Week! – SOC Analyst Agent",
      "startTime": 2318.26,
      "endTime": 2420.26
    },
    {
      "title": "SOC Analyst Agent: Example Prompt",
      "startTime": 2420.26,
      "endTime": 2516.26
    },
    {
      "title": "Other Agent Examples",
      "startTime": 2516.26,
      "endTime": 2573.26
    },
    {
      "title": "Quick Wins: Raycast InfoSec Extensions",
      "startTime": 2573.26,
      "endTime": 2684.26
    },
    {
      "title": "Raycast Example",
      "startTime": 2684.26,
      "endTime": 2712.26
    },
    {
      "title": "Build This Month! – Case Management: Alert Titles & Summaries",
      "startTime": 2712.26,
      "endTime": 2783.26
    },
    {
      "title": "Case Management: Example",
      "startTime": 2783.26,
      "endTime": 2830.26
    },
    {
      "title": "Case Management: Sample Implementation",
      "startTime": 2830.26,
      "endTime": 2888.26
    },
    {
      "title": "Build This Month! – Quality Assurance: Automated Ticket Review",
      "startTime": 2888.26,
      "endTime": 2924.26
    },
    {
      "title": "QA Workflow Options",
      "startTime": 2924.26,
      "endTime": 2985.26
    },
    {
      "title": "QA: What It Catches",
      "startTime": 2985.26,
      "endTime": 3015.26
    },
    {
      "title": "QA: Sample Prompt",
      "startTime": 3015.26,
      "endTime": 3097.26
    },
    {
      "title": "Build This Month! – Detection Engineering: First-Draft Generation",
      "startTime": 3097.26,
      "endTime": 3192.26
    },
    {
      "title": "Detection Engineering Workflow",
      "startTime": 3192.26,
      "endTime": 3244.26
    },
    {
      "title": "Detection Engineering: Starter Approach",
      "startTime": 3244.26,
      "endTime": 3285.26
    },
    {
      "title": "Detection Engineering: Sample Prompt",
      "startTime": 3285.26,
      "endTime": 3418.26
    },
    {
      "title": "Where AI Often Fails",
      "startTime": 3418.26,
      "endTime": 3567.26
    },
    {
      "title": "Key Takeaways",
      "startTime": 3567.26,
      "endTime": 3631.26
    },
    {
      "title": "Resources & Next Steps",
      "startTime": 3631.26,
      "endTime": 3699.26
    },
    {
      "title": "QA Start",
      "startTime": 3699.26,
      "endTime": 3871.26
    },
    {
      "title": "Patterson's Workshop",
      "startTime": 3871.26,
      "endTime": 4758.17
    }
  ]
}