编码代理在成功条件可观察时更可靠。Microsoft介绍的spec-driven development把living specification作为真相来源,并让它与代码和测试同步更新。
1. 先写结果
从用户和可观察行为开始。
Goal: A signed-in learner can resume the lesson they started most recently.
User-visible behavior:
- The dashboard shows the most recently started lesson.
- Selecting it opens the lesson at the next incomplete step.
- A learner with no progress sees the existing “Start learning” action.
2. 写验收标准
包括正常路径、空状态、无效输入、权限和失败行为。
Acceptance criteria:
- A learner sees only their own progress.
- Missing progress does not cause a request or render error.
- A completed lesson points to the next lesson, or to the completion state.
- The existing dashboard remains unchanged for signed-out visitors.
- Automated tests cover the resume, empty, and unauthorized cases.
3. 先调查再计划
让代理找到相关路由、组件、数据访问和测试,再给出计划与不确定性。检查是否保留现有契约。
4. 让规格可执行
把它放在团队真正维护的版本控制文档或issue中,并把每条标准连接到测试或人工检查。
5. 保留人工审核
Sources: Microsoft on spec-driven development, Build with agents in VS Code, and VS Code trust and safety.
6. 随现实更新
规格不是一次性prompt。当测试或产品决定改变时同步更新,并在每条标准都有证据后再宣布完成。
SOURCES
Auto-generated by Vibe Coding Academy on September 9, 2026, grounded in the real sources linked above. We review for accuracy, but please verify time-sensitive details against the primary sources.
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