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Generative AI Agent Dev Swamp Cycle

NB_06141 2026-07-01 x Content Creation
Generative AIAI AgentsDev Cycle

diagram: title: "{argument name="Title of the figure" default="Generative AI Agent Development Swamp Cycle"}" style: character: "simple_editorial_cute" tone: "…

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Generative AI Agent Dev Swamp Cycle

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diagram:
  title: "{argument name="Title of the figure" default="Generative AI Agent Development Swamp Cycle"}"
  style:
    character: "simple_editorial_cute"
    tone: "light_like_original"
    line: "soft_round"
    shading: "flat_minimal"
    palette: "muted_editorial"
    background: "light_beige_or_white"

rule:
    first_character_only: "Only the first person is different"
    others_same_character: "Everything else is the same person."
    anxiety_requires_tech_terms: true
    dialogue_tone: "Maintaining the original image's short and light expressions"

layout:
  intro_track: "The upper row is a straight line (left→right), then drops down and merges into a circle."
  loop_track: "Arrange as a ring with arrows curved clockwise along the circumference"

nodes:
  # ===== Upper section: Straight line introduction =====
  - id: A
    zone: "intro"
    position: "upper_left"
    actor: "Outsider (Senior Engineer)"
    visual: "Pointing at the laptop"
    item: "AI Agent Demo Screen"
    says: "ハッピーになれるよ。"
    arrow_to: { id: B, shape: "straight", direction: "right" }

- id: B
    zone: "intro"
    position: "upper_center"
    actor: "Protagonist (same person)"
    visual: "Light Wave of Hand"
    says: "If only it were a simple agent..."
    arrow_to: { id: C, shape: "straight", direction: "right" }

- id: C
    zone: "intro"
    position: "upper_right"
    actor: "Protagonist (same person)"
    visual: "Run sample code"
    item: "LangChain / CrewAI サンプル"
    arrow_to: { id: D, shape: "straight", direction: "down" }

# ===== D: Awakening Point =====
  - id: D
    zone: "connector"
    position: "right_outer_before_loop"
    actor: "Protagonist (same person)"
    visual:
      face: "My eyes widen (cute)"
      effect: "Small Flash of Inspiration"
      posture: "leaning forward"
    state: "Awakening"
    says: "エージェント、これやばい…"
    micro_text: "(Wake up here)"
    arrow_to:
      id: E
      shape: "gentle_curve"
      direction: "down_into_ring"

# ===== Start the ring (always start from here) =====
  - id: E
    zone: "loop"
    position: "loop_right_upper"
    actor: "Protagonist (same person)"
    visual: "Holding your head (cute)"
    state: "Anxiety and frustration begin"
    says: "イライラ"
    thought_terms:
      - "Prompt Design"
      - "Tool Selection"
      - "Memory Design"
    thought_text: "Things don't go as I thought..."
    arrow_to: { id: F, shape: "curved_along_ring", direction: "clockwise" }

- id: F
    zone: "loop"
    position: "loop_right_lower"
    actor: "Protagonist (same person)"
    visual: "Surrounded by code and logs"
    state: "Frustration is taking hold"
    says: "In an irritating state"
    callout: "ループ! Rampage! Hallucination! "
    thought_terms:
      - "RAG"
      - "Function Calling"
      - "Tool-Use"
    arrow_to: { id: G, shape: "curved_along_ring", direction: "clockwise" }

- id: G
    zone: "loop"
    position: "loop_bottom"
    actor: "Protagonist (same person)"
    visual: "Full of sticky notes and diagrams"
    says: "As your body develops tolerance, the amount you use gradually increases."
    items:
      - "Agent Configuration Diagram"
      - "Role Division Memo"
      - "State Transition Flow"
    arrow_to: { id: H, shape: "curved_along_ring", direction: "clockwise" }

- id: H
    zone: "loop"
    position: "loop_left_lower"
    actor: "Protagonist (same person)"
    visual: "Move well and make a small fist pump"
    state: "Temporary Satisfaction"
    says: "Desires are temporarily satisfied."
    arrow_to: { id: I, shape: "curved_along_ring", direction: "clockwise" }

- id: I
    zone: "loop"
    position: "loop_left_upper"
    actor: "Protagonist (same person)"
    visual: "Lost in thought again"
    state: "Attachment and Thought Possession"
    says: "エージェントのこと