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Teaching a local coding agent from its own mistakes: DPO on a 30B model

The WUIC Assistant is our agentic VS Code plugin: it scaffolds Angular components, dashboards, reports, workflows, and metadata patches for apps built on the WUIC framework.

  • WUIC Assistant uses 30B-parameter model qwen3-coder:30b
  • Angular framework scaffolds components, reports, workflows
  • Curriculum flaw fails to measure model's generalization and error correction

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