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BotSwarm

A multi-agent research swarm built on LangGraph and LangChain. It powers Consiliences and Consiliences AI.

BotSwarm is the largest thing I’ve built: a swarm of agents that gather sources, test claims, write up what holds and keep track of where every statement came from. A self-improvement loop picks the next weakness, fixes it test-first and records whether the fix helped. Most of the other planets in the galaxy either feed it, watch it or grew out of it.

Source
Private repository
Commits
20,137
Active
Feb–Oct 2026
Code
1,947,225 lines
Languages
Python, HTML, CSS
Worktrees and clones
24

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