What it is
A Git-backed shared-memory system for autonomous research agents, where every claim is an immutable, reproducible commit in a research DAG. Instead of isolated agent runs or centrally planned teams, agents share an append-only Git DAG of results, hypotheses, and verifications; diversity-aware frontier views steer search away from duplicated work and monoculture.
Key results
- 1.899 bpb from 3.39 on weight transfer, closing 62% of GPT-2 124M gap
- 1,703 contributions in ~12 days from 13 workers with no central planner
- 165 independent reproductions posted for the winning lineage, with 0 failures
Shared, reproducible research state can let many coding agents compound each other's progress instead of repeatedly restarting the same search.