Live thread of demos from the swarm dynamics hackathon!
First up is Swarm-opticon (Anand Advani, Rigel Cierniak, Leon Lenk, Ashay Srivastava, and Claude Opus 5.5, credited as a teammate): swarm logs pile up faster than humans can read. So: an MCP server with 22 tools + a Claude Code plugin for visualizing swarm data and fact-checking claims about it.
— Grove Research (@grove_research) October 5, 2026