Building a Multi-Agent Content Management System with AI

I recently built something that would have sounded like science fiction a year ago: an AI system that helps manage parts of my content workflow—from discovery to publishing—across LinkedIn, BlueSky, and DEV.to. Not a chatbot. Not a simple automation script. A multi-agent orchestration system where different AI agents coordinate to handle different parts of the content pipeline. Here's what I learned building it. The Problem: Context Switching is Killing Productivity Before this sys...