Just install the extension - no other action is needed; VS Code will automatically use the extension for all Makefile files. does not highlight invalid syntax as valid in some cases where the default ...

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 ...

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Abstract: Within software engineering research, Large Language Models (LLMs) are often treated as ‘black boxes’, with only their inputs and outputs being considered. In this paper, we take a machine ...