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Last active January 8, 2026 07:59
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Opinion: GPT-5.2 Codex and Claude Code Opus 4.5

Opinion: GPT-5.2 Codex and Claude Code Opus 4.5

Just a guide. Not a prescription.

GPT-5.2 Codex works best for

  • Upfront planning, especially systems design and architecture
  • Hard problems that can be solved cleanly in one pass
  • Code and technical design reviews
  • Finishing touches, especially cleaning up gaps left by Opus 4.5
  • Tough bug hunts that require careful reasoning
  • Long-running tasks I can leave overnight (and go to sleep)
  • Big refactors where changes need to be surgical (precise and controlled)
  • Backend-heavy work with complex business or domain logic
  • Reviewing and understanding mid to large brownfield/legacy codebases using Codex through context gathering

Claude Code Opus 4.5 works best for

  • Execution, turning Codex plans and specs into working code
  • Rapid prototyping and iteration
  • Close collaboration with fast back-and-forth over long sessions
  • Frontend development
  • Knowledge work using Agent Skills
  • Working with open models through Anthropic-style APIs
  • Small to medium refactors

Together, they cover very different strengths, and using both in the right places makes a noticeable difference.

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