I Ran Three AI Agents from Three Different Companies on One Complex Project. Here's the Coordination Layer That Made It Work.

Dev.to AI
Generative AI

The Setup Nobody Writes About Most multi-agent AI articles describe a pipeline built on a single vendor's framework - GPT-4 calling GPT-4 in different roles, or a CrewAI setup where every agent is the same model wearing different hats. That's not what I did. Before I describe it: if you've seen this done elsewhere - three vendors, separate CLI sessions, git as the only coordination layer - I'd genuinely like to know. Drop it in the comments.