Original Reddit post

I’ve been testing out some of the newer agentic workflows compared to just relying on massive context windows. The industry seems to be pushing hard on ‘swarms’ or multi-agent systems where you have specialized sub-agents for different tasks. In my testing, the coordination overhead sometimes feels like it introduces more points of failure than just using a really strong reasoning model with a huge context. Has anyone here successfully deployed a multi-agent system that actually outperforms a single high-end model for complex coding or reasoning tasks? Or is the ‘swarm’ approach still mostly theoretical/overkill for most use cases? submitted by /u/HarrisonAIx

Originally posted by u/HarrisonAIx on r/ArtificialInteligence