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LLM、模型選型與 AI 產品化相關內容
Part two of my Duo CLI series. How I wire it into shell scripts for batch analysis, use multi-model comparison to catch blind spots, and a simple prompting trick that reduced noise by 90%.
Most people use GitLab Duo as a chat box on the web. But there's a CLI entry point that lets you switch models, run batch analysis, and inject custom context. Here's what I've learned using it every day as a community maintainer.
Part two of my Duo CLI series. How I wire it into shell scripts for batch analysis, use multi-model comparison to catch blind spots, and a simple prompting trick that reduced noise by 90%.
Most people use GitLab Duo as a chat box on the web. But there's a CLI entry point that lets you switch models, run batch analysis, and inject custom context. Here's what I've learned using it every day as a community maintainer.
