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Goose Swarm 3.0: local models on every Mac, joined by LeanZero Link
ArticleLocal AI

Goose Swarm 3.0: local models on every Mac, joined by LeanZero Link

Goose Swarm 3.0 is our local-first build of the goose agent: an MLX engine inside the app, a router that spreads chat turns across local and cloud nodes, LeanZero Link to put your other Mac to work, recurring Agent Work desks, memory that recalls itself, and an OpenAI-compatible endpoint. I installed it on a Mac Studio and went through all of it, including the parts that did not work first time.

Mihai PerdumSep 23, 202618 min read

More Articles

The best 4-bit format in MLX is the one its own converter sets up to lose
ArticleAI Coding

The best 4-bit format in MLX is the one its own converter sets up to lose

NVFP4 has a second scaling level. mlx-lm never sets it, so NVFP4 converts to the worst 4-bit result on the table — worse than a format using fewer bits. Set it and NVFP4 wins. I nearly published this as a defect in NVIDIA's spec; it was my own unit error.

Mihai PerdumSep 1, 20269 min read

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Recent Writings

Goose Swarm 3.0: local models on every Mac, joined by LeanZero Link
ArticleLocal AI

Goose Swarm 3.0: local models on every Mac, joined by LeanZero Link

Mihai Perdum18 min read
The best 4-bit format in MLX is the one its own converter sets up to lose
ArticleAI Coding

The best 4-bit format in MLX is the one its own converter sets up to lose

Mihai Perdum9 min read