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Write a Safe Bulk Update

Added 2026-11-04

Small batches, verify, allow interruption; never one statement over the whole table.

We need a bulk update (table and condition below). Write the process: 1) a dry run that estimates affected rows and key distributions; 2) batch size and ordering; 3) what to verify after each batch; 4) how to prevent double application — idempotent conditions; 5) how to interrupt and roll back; 6) where collateral damage is most likely. Do not give a single full-table UPDATE.
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How to use

批量操作的安全来自「可以停下来」。

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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