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Build a Baseline with Record and Replay

Added 2026-10

Build a Baseline with Record and Replay — Chinese original prompt

要改动的 [模块] 没有任何测试,行为细节只有线上跑着的那份代码知道。请设计录制回放方案:从日志或请求记录里采集输入、连同当时的输出存成基线、改造后用同一批输入重跑并比对。输出:采集范围与脱敏要求、基线存储格式、比对规则(哪些差异可接受)、发现差异时的定位方法。
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Chinese original

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Example

Sample input

要改的优惠计算模块没有任何测试,设计录制回放方案,采集输入输出做基线再比对。

The output should include

  • 采集范围与脱敏要求都要写清
  • 给基线存储格式与比对规则
  • 说明发现差异后该怎么定位

Replace these placeholders 1

Swap the bracketed parts for your own details before sending.

  • [模块]
How to use

基线要包含异常输入,只录成功路径会漏掉最容易改坏的分支。

Try tweaking it

  • Have it restate requirements and constraints before writing code.
  • Ask for the smallest change plus a rollback path, not a full-file rewrite.

What you should get

  • A minimal, runnable change with copy-ready code
  • Impact list: which files and call sites must follow

Common mistakes

  • Asking it to touch ten files at once, then losing track of what broke what.
  • Pasting only the error, with no code or version, and getting an unfixable answer.

How to check the output

  • The change runs, can be rolled back, and touches nothing unrelated.
  • Edge cases (empty, oversized, concurrent) are covered or explained.

Where it works

  • Good for: having it restate requirements and constraints, then propose the smallest runnable change.
  • Watch out: include versions and a minimal reproduction with the error, or the fix may look plausible but not fit.

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