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Agent Mesh OS: Building the Next Generation of Distributed Agent Infrastructure

Jacky Wong

13 min read

Kubernetes for agents. How to scale autonomous systems to thousands of nodes.

67% — of multi-agent deployments fail at coordination
Source: Industry analysis

The Coordination Crisis

CrewAI handles orchestration beautifully. What it doesn't handle: cryptographic state verification, cross-domain governance, and intent-based routing.

Key Takeaway: Multi-agent systems require an operating system layer — not just a framework — to handle scheduling, permissions, compliance, and intent routing.

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