What is the problem?
面向新手解释 AI Agent 部署流程，覆盖 Vercel AI SDK、工具调用、多步执行、停止条件、日志、权限、人工接管和上线检查。
Quick solution
Treat this as a Vercel tutorial issue. First confirm the environment, inputs, permissions, logs, and delivery boundary. Then use the linked deep guide for the full checklist before changing production code or promising a result.
Read the deep guideDetailed steps
- 写清楚 Agent 的任务范围，例如“查询订单状态并生成客服回复草稿”。
- 列出可调用工具，每个工具只做一件事。
- 给工具参数加 schema，避免模型传入模糊字段。
- 设置多步执行上限，例如最多 3-5 步。
- 给高影响动作加人工确认，例如发送邮件、改订单、写数据库。
- 记录每次工具调用的输入、输出、耗时和错误。
Commands or code
The source article does not include a copyable command block. Do not invent commands here; follow the diagnostic steps in the deep guide and validate changes in the real project environment.
Risk notes
Confirm the real project environment, account permissions, platform rules, and output quality before delivery. Do not ship AI-generated changes without human review, and do not claim indexing, income, deployment success, or ranking improvements without measured evidence.