swarm-systems

Guides

Single Agent vs Multi-Agent Systems: When Swarms Actually Help

When do multi-agent systems outperform single agents? Benchmark data, cost analysis, and the coordination tax that most teams ignore.

signals

Agents Can Connect. They Still Can't Communicate.

MCP and A2A solved the plumbing. The hard part — agents actually communicating meaning — remains wide open.