Running an 8-agent research swarm on a local 40B model with a 48GB M4 Pro

cong_ml · x · 2026-10-27

A demo of a fully local research agent swarm on a Mac: eight agents share one local 40B Flint model in llama.cpp on a 48GB M4 Pro, writing code, testing ideas and building on what works. The thread details batched inference, shared best-program collaboration, prompt variety, and a 2.3x speedup in valid experiments.

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