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Towards Data Science
Towards Data Science
7/15/2026
Cross-provider AI code review with Codex in GitHub Actions

Cross-provider AI code review with Codex in GitHub Actions

Original: Don’t Let Claude Grade Its Own Homework

Short summary

The article advocates using a second AI provider (Codex) to review code changes that Claude generated, rather than letting the same model self-review. It argues that cross-provider PR review in GitHub Actions catches issues that self-review misses. The body is extremely thin — essentially just a summary paragraph with no implementation details.

  • •Cross-provider PR review beats AI self-review
  • •Codex can validate Claude's code in GitHub Actions
  • •Body lacks implementation depth

Generated with AI, which can make mistakes.

#ai-tools#ai-agents#open-source
Read full article at Towards Data Science

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