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Ignacio Gonzalez Bohorquez profile picture

Ignacio Gonzalez Bohorquez

DevOps Engineer | IaC (Terraform, Bicep) | Azure & AWS | Docker, Kubernetes & Istio | CI/CD with GitHub Actions | Keeping microservices pods up & running | Exploring AI, MCP, ML & LLMs 🚀

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Two Protocols, Three Translations: How a Host Bridges MCP and an LLM Provider API

Two Protocols, Three Translations: How a Host Bridges MCP and an LLM Provider API

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14 min read
MCP-USE Explained: Building Full-Stack AI Agents and MCP Apps with TypeScript and Python

MCP-USE Explained: Building Full-Stack AI Agents and MCP Apps with TypeScript and Python

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12 min read
mcp-use library powered by Manufact

mcp-use library powered by Manufact

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1 min read
# Skills, MCP, RAG, and Memory: The Four Ways AI Agents Actually Learn Things

# Skills, MCP, RAG, and Memory: The Four Ways AI Agents Actually Learn Things

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6 min read
MCP vs. APIs: Why AI Agents Needed Their Own Protocol

MCP vs. APIs: Why AI Agents Needed Their Own Protocol

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5 min read
MCP Roles & Tool-Call Flow

MCP Roles & Tool-Call Flow

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1 min read
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