Qwen3-Coder-Next is a great model, and it's even better with Claude Code as a harness.

Your local LLM is great, but it'll never compare to a cloud model.

Goose acts as the agent that plans, iterates, and applies changes. Ollama is the local runtime that hosts the model. Qwen3-coder is the coding-focused LLM that generates results. If you've been ...

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

I tried a Claude Code rival that's local, open source, and completely free - how it went ...