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A ZDNET contributor tested many desktop AI tools and now prefers Hermes with Ollama. The setup runs locally, preserving privacy and avoiding strain on the electric grid. The author uses it for research while manually checking accuracy.

An engineer built a local agentic programming stack using Ollama, Gemma 4, and Claude Code. Gemma 4 26B MoE scores 77.1% on LiveCodeBench v6 and 86.4% on τ2-bench, a massive jump from Gemma 3's 6.6%. The stack runs fully offline, avoiding API costs and rate limits.
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