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

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

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 ...