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21 in 21: Mic Neale on goose, Mesh LLM, and Open Source AI
23 July 2026

21 in 21: Mic Neale on goose, Mesh LLM, and Open Source AI

21 in 21

About

Mic Neale, a member of the Spiral team at Block and a core developer of goose, an open source AI agent, joins Haley Berkoe on 21 in 21 to discuss goose, Mesh LLM, and open source AI. Mic shares how goose has evolved from a desktop app and CLI into the goose Development Kit (GDK), making it easier for developers to build AI applications. He also explains how Mesh LLM pools idle compute across devices, why local models and peer-to-peer infrastructure matter, and where he sees the overlap between bitcoin and open source AI. As a longtime open source contributor, Mic closes with advice for anyone looking to get involved in open source projects.


FOLLOW:


x.com/michaelneale


x.com/HBerkoe


LINKS


goose-docs.ai


meshllm.cloud


spiral.xyz


TIMESTAMPS


0:00 Intro & welcome


1:00 Mic's background


3:35 What makes the open-source AI community different?


5:02 What is goose?


6:55 Running AI models locally with goose


8:02 Why goose was designed differently from other AI agents


10:15 Mesh LLM and sharing unused compute across devices


13:20 Could you earn money by contributing inference?


17:05 Joining Spiral and the connection to bitcoin


19:11 The overlap between open-source AI and bitcoin


20:00 Career advice for aspiring open-source developers


22:00 Why open source still matters in the AI era


23:22 Where to find Mic online