Tokenstead: Jobs, Salaries & Tech Stack (2026)

Overview

Track the latest open-weight AI models, agent harnesses, and tooling. See what runs on your hardware, who's running what, and honest cost comparisons.

News

Blog 1 month ago

NVIDIA PAIR turns your household's idle PCs into a local AI cluster

NVIDIA's free PAIR beta routes AI inference across RTX PCs, Macs, and DGX Spark over your local network. How it works, setup, benchmarks, and gotchas.

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Blog 1 month ago

GLM-5.3-Flash runs 3.3x faster locally with Unsloth's MTP build

Unsloth added multi-token prediction for GLM-5.3-Flash in llama.cpp, up to 3.3x faster local decode at long context. Benchmarks, hardware, and setup.

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Blog 1 month ago

AMD Threadripper Halo Station: a $100,000-plus local-AI workstation

AMD announced the Threadripper Halo Station at IFA 2026: dual MI350P accelerators, up to 576 GB HBM3E, Threadripper PRO 9995WX. No price or date yet.

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