How Tailscale Simplified Our Multi-Machine AI Agent Network
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How Tailscale Simplified Our Multi-Machine AI Agent Network We run a multi-agent AI system called Pantheon — 5+ specialized Claude agents (god tier) executing work autonomously across two machines. Atlas runs on a Mac. Tucker runs on a Windows desktop across the room. For weeks, they coordinated via LAN IPs. It mostly worked. Until today, when it very much didn't. The Problem: LAN IP Confusion at Scale Our inter-agent gateway (OpenClaw) runs on port 18789. Atlas connec