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Agents

A collection of 2 posts
What Actually Happens When an AI Agent Calls an MCP Tool
AI

What Actually Happens When an AI Agent Calls an MCP Tool

Your agent "used a tool." You watched it check the weather, query a database, or open a file, and it felt like magic. It isn't. Underneath that one line in the transcript is a small, boring, completely knowable exchange of JSON messages. Once you've
08 Jul 2026 4 min read
Langflow + Ollama: Build Production-Ready AI Agents Without Writing Python
Langflow

Langflow + Ollama: Build Production-Ready AI Agents Without Writing Python

If you've tried building AI agents with Python, you know the drill: installing dependencies, debugging async functions, wrestling with LangChain's abstractions. It works, but it's slow. And if you're not a Python developer, it's a wall. Langflow changes that. It&
20 Jan 2026 4 min read
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