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Tagged: MCP

2 articles on mcp.

Every Service Is Going to Need an MCP LayerEvery Service Is Going to Need an MCP Layer
October 17, 2025

Every Service Is Going to Need an MCP Layer

REST APIs were designed for humans calling services through UIs. AI agents are not humans. Here is what breaks when you expose your existing APIs to agents, and what the right architecture actually looks like.

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Multi-Agent Orchestration in Practice: What I Learned Building Parallel Agent SystemsMulti-Agent Orchestration in Practice: What I Learned Building Parallel Agent Systems
March 11, 2024

Multi-Agent Orchestration in Practice: What I Learned Building Parallel Agent Systems

The orchestrator/worker pattern is the key mental model for multi-agent systems. Here is how to structure orchestrators, spawn and manage workers, aggregate results, and avoid the coordination failures that will sink you.

EngineeringRead more →

Clint Johnson

I build stuff for healthcare companies. Sometimes it works, sometimes I learn something. Always caffeinated, usually in Nashville.

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