Swarm-based auto-research engine runs 500+ experiments on one agent thread

vincent_koc · x · 2026-11-02

AI engineer Vincent Koc shows a swarm-based auto-research engine he's building, running on harnesses like openclaw to experiment at speed and volume. After a few days it has executed 500+ experiments in a single agent thread, visualized as a large graph of results with explicit causal links and source references around a "Research result inventory" node — an early look at large-scale automated AI-scientist experimentation.

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