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nexus/wiki/concepts/Debugging-Visualization.md
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Ingest raw/Agent/agency-agents/examples/nexus-spatial-discovery.md
Source: 8 The Agency agents parallel discovery exercise for Nexus Spatial
Products: AI spatial command center (SpatialAIOps category)
Key findings: 2D-first/WebXR strategy, debugging as killer use case

Entities created: Nexus-Spatial, CrewAI
Concepts created: SpatialAIOps, Command-Theater-Interface,
  Debugging-Visualization, Semantic-Zoom, Growth-Loop
2026-04-25 23:39:53 +08:00

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title, type, tags, last_updated
title type tags last_updated
Debugging Visualization concept
spatial-computing
debugging
ux
multi-agent
2026-03-05

Definition

调试可视化Debugging Visualization——通过空间叠加将运行时追踪信息直接叠加在工作流结构之上提供 3D 可视化的调试体验。

nexus-spatial-discoveryUX-Researcher 识别为 杀手级用例Killer Use Case

Why It's the Killer Use Case

  1. Real quantified pain point:用户花费 40% 时间通过日志检查调试 Agent 失败(nexus-spatial-discovery 用户画像数据)
  2. 2D tools handle it poorly:现有 2D 工具无法有效可视化复杂的 Agent 执行追踪
  3. 3D uniquely suited:工作流结构(节点+连接)+ 运行时数据(时间序列/调用栈/token消耗天然适合 3D 叠加

UX Research Finding

"Debugging Is the Killer Use Case. Spatial overlay of runtime traces on workflow structure solves a real, quantified pain point that no 2D tool handles well." — UX-Researcher

Product-Trend-ResearcherXR-Interface-Architect 均独立得出相同结论。

Implementation in Nexus Spatial

  • 7 种 Agent 状态可视化Idle / Queued / Running / Streaming / Completed / Error / Paused
  • 状态通过边缘光晕、内饰动画、声音、粒子系统区分
  • LOD 节点系统hover 显示最近 I/Oselected 显示完整追踪

Key Design Insight

空间计算对结构性任务(放置、连接、重排节点)增加价值,但对参数性任务(文本输入、配置)制造摩擦。界面必须无缝混合空间和 2D 模式——2D 面板锚定在空间位置。