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Notes from the inference layer

Kernel work, measured benchmarks, and what it takes to run frontier models on hardware you own. Everything we publish is reproducible from a commit.

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Seven Tenets Powering Atlas Inference Accelerated Workloads

Atlas Inference is a free and open source LLM inference engine written from scratch in Rust. These are the seven philosophical tenets we started it on, and why we left the Python vLLM stack to do it.

Thomas Braun Aug 31, 2026 7 min read
Atlas Inference Engine

Zero-trust inference on hardware you own. Pure Rust and CUDA, built in North Carolina.

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