Tech
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. Under the hood it runs qwen3-coder:30b β a Mixture-of-Experts model with ~3B active parameters β served locally through Ollama on a single RTX 4090. No API calls, no data leaving the machine.
For weeks the plugin had been sitting at 100% on its curriculum : 32 tasks, five green runs each, a 96/96 regression suite. ...
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