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 ...
GitHub-hosted models in AI Toolkit draw from a shared public quota pool not designed for production use; deploying to Microsoft Foundry gives your agent a dedicated quota pool tied to your Azure ...
AI coding agents are reshaping how developers write, debug, and maintain software in 2026. The debate around Claude Code vs ChatGPT Codex highlights two distinct philosophies: local-first reasoning ...