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@JerryChen97
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Context:
During the updating jax from 0.6.2 to 0.7.x it's a huge headache how many random bugs there exist in new jax. However, we also do not wish to mutate any users' local environment by patching them globally. Therefore, inspired by Catalyst's elegant solution, here we put forward Pennylane's own and try to apply it.

Note that to minimize any further unwanted inter-coupling between packages, Patchers were deliberated re-invented here.

Description of the Change:

Benefits:

Possible Drawbacks:

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Hello. You may have forgotten to update the changelog!
Please edit doc/releases/changelog-dev.md with:

  • A one-to-two sentence description of the change. You may include a small working example for new features.
  • A link back to this PR.
  • Your name (or GitHub username) in the contributors section.

@JerryChen97 JerryChen97 self-assigned this Nov 14, 2025
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