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The author finds local coding agents useful for small tasks but requires constant supervision to prevent errors and scope creep, describing an iterative workflow of small fixes, tests, and manual diffs.
A tutorial by Sebastian Raschka on setting up a fully local coding agent using open-source tools and open-weight LLMs, covering motivations, setup, and advantages over proprietary services.