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Check FAISS │   │ SmartFix based   │   │\n│  │ failed   │   │ 2. Detect error│   │ on error type    │   │\n│  │containers│   │ 3. Save memory │   │ + Slack alerts   │   │\n│  └──────────┘   └────────────────┘   └──────────────────┘   │\n│                         │                      │            │\n│                         ▼                      ▼            │\n│              ┌────────────────┐    ┌─────────────────────┐  │\n│              │  FAISS Memory  │    │   Langfuse Traces   │  │\n│              │ Past incidents │    │ Full observability  │  │\n│              └────────────────┘    └─────────────────────┘  │\n└─────────────────────────────────────────────────────────────┘"},{"kind":"example","language":"text","snippet":"self-healing-agent/\n├── src/\n│   ├── main.py              ← Entry point + monitoring loop\n│   └── crew/\n│       ├── __init__.py\n│       ├── agents.py        ← 3 CrewAI agents\n│       ├── tasks.py         ← Task definitions\n│       ├── tools.py         ← Docker + memory + Slack tools\n│       └── memory.py        ← FAISS incident memory\n├── memory/\n│   ├── incidents.index      ← FAISS vector index\n│   └── incidents.json       ← Incident history\n├── .env                     ← API keys (never commit)\n├── .gitignore\n├── requirements.txt\n├── Dockerfile               ← Coming Step 9\n└── README.md"}]}}