**作者**: NGS Pilot Team **測試日期**: 2026-04-08 **測試環境**: NVIDIA RTX 3090 24GB・Ollama v0.20.3・Ubuntu 22.04 **模型**: `gemma4:e4b`(9.6GB)・`gemma4:26b`(
實測 Gemma 4:地端模型部署的踩坑紀錄
**作者**: NGS Pilot Team **測試日期**: 2026-04-08 **測試環境**: NVIDIA RTX 3090 24GB・Ollama v0.20.3・Ubuntu 22.04 **模型**: `gemma4:e4b`(9.6GB)・`gemma4:26b`(
I shipped a refund feature by vibe coding and spent two weeks patching it. Then I rebuilt it spec-first with the same AI. Here's the bug-by-bug comparison.
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