examination/topics/index.json

{
  "version": "1.0.0",
  "updated": "2026-09-02",
  "topics": [
    {
      "slug": "qunar-ai-fullstack",
      "name": "去哪儿 AI 面 — AI 全栈方向",
      "description": "覆盖 JVM/GC、AI Agent 架构、工具链、幻觉治理等核心考察领域",
      "subtopics": [
        {
          "slug": "gc-jvm",
          "name": "GC / JVM / 三色标记",
          "description": "JVM 堆内存模型、GC 算法、三色标记法、垃圾收集器",
          "path": "topics/qunar-ai-fullstack/gc-jvm",
          "stats": {
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            "by_type": {
              "fill_blank": 10,
              "single_choice": 10
            }
          }
        },
        {
          "slug": "ai-structured-output",
          "name": "AI 结构化输出 / Agent 架构",
          "description": "结构化输出方法、Agent 模式、受限解码",
          "path": "topics/qunar-ai-fullstack/ai-structured-output",
          "stats": {
            "total": 20,
            "by_type": {
              "fill_blank": 10,
              "single_choice": 10
            }
          }
        },
        {
          "slug": "ai-memory",
          "name": "Agent 记忆管理 / 冲突处理",
          "description": "记忆分层架构、淘汰策略、冲突检测与消解",
          "path": "topics/qunar-ai-fullstack/ai-memory",
          "stats": {
            "total": 20,
            "by_type": {
              "fill_blank": 10,
              "single_choice": 10
            }
          }
        },
        {
          "slug": "ai-hallucination",
          "name": "AI 幻觉 / 目标评价 / 规范",
          "description": "幻觉分类、Critic 架构、Context Engineering、评估体系",
          "path": "topics/qunar-ai-fullstack/ai-hallucination",
          "stats": {
            "total": 20,
            "by_type": {
              "fill_blank": 10,
              "single_choice": 10
            }
          }
        },
        {
          "slug": "ai-tooling",
          "name": "AI 工具 / Harness / 综合",
          "description": "AI 工具选型、Harness 架构、可靠性保障、提效分析",
          "path": "topics/qunar-ai-fullstack/ai-tooling",
          "stats": {
            "total": 20,
            "by_type": {
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              "single_choice": 10
            }
          }
        }
      ]
    }
  ]
}