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A Home Assistant user used local LLMs Qwen3.5-9B and Gemma4-E4B via llama.cpp to generate Jinja2 templates for automations. Both models produced broken code with fabricated services and syntax errors, but iterative debugging with Gemma eventually yielded a working template for monitoring AC power draw via a TP-Link Tapo switch.
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