{
  "name": "Thriving in the AI Native Era",
  "children": [
    {
      "name": "Evolving T-Shaped Role",
      "children": [
        {
          "name": "Horizontal: AI Engagement",
          "children": [
            {
              "name": "Understanding AI constraints"
            },
            {
              "name": "Steering AI effectively"
            },
            {
              "name": "Assessing output quality"
            }
          ]
        },
        {
          "name": "Vertical: Technical Depth",
          "children": [
            {
              "name": "System architectures"
            },
            {
              "name": "Language frameworks"
            },
            {
              "name": "Precision engineering"
            }
          ]
        },
        {
          "name": "Wing: Adjacent Engineering",
          "children": [
            {
              "name": "Cybersecurity & Privacy"
            },
            {
              "name": "Infrastructure & Scaling"
            },
            {
              "name": "Reliability & Compliance"
            }
          ]
        },
        {
          "name": "Wing: Adjacent Non-Engineering",
          "children": [
            {
              "name": "Business context"
            },
            {
              "name": "User empathy"
            },
            {
              "name": "Value translation"
            }
          ]
        }
      ]
    },
    {
      "name": "Core Engineering Shifts",
      "children": [
        {
          "name": "Verification as bottleneck"
        },
        {
          "name": "Control vs Vibe coding"
        },
        {
          "name": "Managing technical debt"
        },
        {
          "name": "Building safe platforms"
        }
      ]
    },
    {
      "name": "AI Orchestration Patterns",
      "children": [
        {
          "name": "Shifting left on intent"
        },
        {
          "name": "Operating at higher altitudes"
        },
        {
          "name": "Designing agent environments"
        },
        {
          "name": "Spec-driven development"
        },
        {
          "name": "Scientific/Experimental mindset"
        }
      ]
    },
    {
      "name": "Practical Strategies",
      "children": [
        {
          "name": "For Individuals",
          "children": [
            {
              "name": "Reimplementation as learning"
            },
            {
              "name": "Walkthroughs of alien code"
            },
            {
              "name": "Agent journaling/reflections"
            },
            {
              "name": "Upskilling on Evals"
            }
          ]
        },
        {
          "name": "For Leaders",
          "children": [
            {
              "name": "Redefining productivity metrics"
            },
            {
              "name": "Protecting productive struggle"
            },
            {
              "name": "Radical psychological safety"
            },
            {
              "name": "Blame-free postmortems"
            }
          ]
        }
      ]
    },
    {
      "name": "Emergent Behaviors",
      "children": [
        {
          "name": "Micro teams (Agile pods)"
        },
        {
          "name": "Blurring of discipline boundaries"
        },
        {
          "name": "Delegating tasks not judgment"
        },
        {
          "name": "Increased ideation & collaboration"
        }
      ]
    }
  ]
}