中文版

OpenClaw · Engineering Management

A structured approach to deploying self-hosted AI agents — infrastructure as a discipline.

🎯 Problem & Solution

Problem: AI agent services (ChatGPT, Claude, etc.) create vendor lock-in, data privacy risks, and unpredictable API costs for teams.

Solution: OpenClaw — an open-source AI agent framework that runs on your own infrastructure. One engineer can deploy, maintain, and scale it.

376K GitHub Stars Apache 2.0 Self-hosted No vendor lock-in

📋 Infrastructure Spec (This Server)

Provider Tencent Cloud Lighthouse
Spec 4 vCPU · 4 GB RAM · 80 GB SSD
OS Ubuntu 24.04 LTS
Monthly Cost ≈ ¥90 (≈ $12 USD)
Gateway Port 21833 (WebSocket, auth-protected)
SSL Let's Encrypt, auto-renewal
LLM Models In Use DeepSeek V4 · DeepSeek R1
Sites Hosted mem.mba (MEM) · ai.mem.mba (Tools) · ai.mem.中国

📐 Deployment Phases (MEM Study Engineering)

Phase 1 — Foundation (Done)

Jun 2026 · 1 session

Phase 2 — Integration (Done)

May 2026 · 3 sessions

Phase 3 — Operations (Current)

Jun 2026

Phase 4 — Scale (Planned)

Q3 2026

💰 Cost-Benefit Analysis

Monthly run cost of this server:

Item
Cost
Notes
Tencent Cloud 4C4G
≈ ¥90
Shanghai node, prepaid annually
Domain (mem.mba)
≈ ¥30
.mba TLD, annual renewal
Domain (mem.中国)
≈ ¥50
Chinese TLD, annual renewal
LLM API (DeepSeek)
≈ ¥20-50
Pay-per-token, light usage
Total monthly
≈ ¥150-200
≈ $20-28 USD

For a full personal AI agent with remote access, SSL, and 3 hosted sites. Cheaper than any SaaS equivalent.

🛠️ Command Reference

Key commands for system review and maintenance:

openclaw status              # System health + usage overview
openclaw sessions list       # Active sessions
openclaw gateway status      # Gateway uptime
openclaw skills list         # Installed skills
openclaw logs --tail         # Live log stream
openclaw configure           # Update model/auth channels
openclaw channels list       # Connected channels

📌 Key Metrics

Time from zero to running AI agent:

~15 minutes

Monthly infrastructure cost:

~$25 USD

Single engineer · One server · Full control