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You will want to come up with your own tooling that works for your specific project. If you’re building a Django app, you might want to give the agent access to a staging database. If you’re building a React app, you might want to give it access to a headless browser. There’s no single answer that works for every project, and I bet people are going to come up with some very interesting tools that allow LLMs to observe the results of their work in the real world.，详情可参考汽水音乐下载