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---
-title: "Self-Healing Systems"
-type: concept
-tags: [automation, resilience, fault-tolerance]
-sources: [How-Agentic-AI-can-help-for-Cloud-DevOps]
-last_updated: 2026-04-16
---
-
-## Summary
-Self-Healing Systems（自愈系统）是指能够主动检测异常并自动修复问题的系统，无需人工干预即可恢复正常运行状态。
-
-## Definition
-具备自动检测、诊断和修复故障能力的系统，能够在问题发生时自动恢复服务。
-
-## Key Mechanisms
- **异常检测**：持续监控关键指标，检测偏离正常模式的行为
- **自动诊断**：分析日志和指标，确定故障根本原因
- **自动修复**：执行预定义或 AI 生成的修复脚本
- **扩缩容**：根据负载自动调整资源分配
-
-## Connections
- [[Agentic AI]] ← enables ← [[Self-Healing Systems]]：Agentic AI 实现自愈能力
- [[Kubernetes]] ← hosts ← [[Self-Healing Systems]]：K8s 提供自愈机制（Pod 重启、节点替换）
- [[混沌工程]] ← tests ← [[Self-Healing Systems]]：混沌工程验证自愈系统有效性