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AI INFRASTRUCTURE ENGINEER

Margrop Blog

AI Agent × Cloud Platform × Self-hosting × Engineering

I deploy, debug, and iterate on AI agents and cloud infrastructure in real environments, then turn the lessons into reusable engineering practice.

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AI AgentDeployment, memory, MCP, and coding agents
Self-hostingDocker, NAS, PVE, networking, and automation
EngineeringIncidents, performance, observability, and architecture
Cloud PlatformFrom local experiments to production systems

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01AI AgentClaude Code、OpenClaw、Hermes、MCP 与 AI Coding 02Self-hostingDocker、NAS、PVE、网络、存储与家庭实验室 03Engineering线上事故、排障、自动化、数据库与可观测性 04AI Infrastructure模型网关、Token、部署、监控与工程化落地

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