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AI / Coding and Debugging

Dependency upgrade risk assessment

Dig the breaking changes you will actually hit out of the changelog

I want to move [dependency] from [current version] to [target version]; the project calls it in roughly [N] places. Please: 1) list every breaking change between the two versions that could affect me, keeping only the ones my calls actually reach; 2) sort them into 'must change / should change / can leave', with the edit for each; 3) give the upgrade order (which one goes first, whether to split it into two steps); 4) name the problems most likely to surface only at runtime, and how to catch them locally first.

[paste the changelog and dependency config]
How to use

Paste the changelog text itself, not just the version numbers — without it, the model invents changes that never happened.

Good for

  • A major-version jump (React 17 to 18, webpack 4 to 5, Spring Boot 2 to 3) where the changelog is too long for anyone to finish.
  • A security advisory sets a deadline and you need a work estimate before someone runs npm update.

Not for

  • It is a patch bump (1.4.2 to 1.4.3) with no breaking changes in the changelog: upgrade and run the tests.
  • The package is only in devDependencies or used at build time: zero runtime risk, so do not assess it like production.

Example

Input
"react": "17.0.2" -> "18.2.0"

Call sites: 46 ReactDOM.render calls, all in 2 entry files; 3 class components use componentWillReceiveProps; tests depend on enzyme.
Changelog: automatic batching, effects double-invoked under StrictMode, ReactDOM.render deprecated, componentWillReceiveProps removed.
What you get
Classify the 46 ReactDOM.render calls and the 3 componentWillReceiveProps uses as must-change, noting that the render calls collapse into createRoot at two entry points; put the enzyme adapter under should-change; mark automatic batching's effect on render counts as runtime-only and warn that tests asserting render counts will fail. Order: test environment first, then entry files.

Common mistakes

  • Pasting the changelog without your call sites or usage: every breaking change gets counted as your workload.
  • Upgrading six packages at once, so when something breaks you cannot bisect the cause.

Try tweaking it like this

  • Include the real count from `grep -rn "ReactDOM.render" src | wc -l` and the files involved; the categories move from 'may affect' to 'must change'.
  • Add 'give me one local verification script I can run in a single pass' and the assessment becomes executable steps.

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