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Thank you for the PR, the changes it proposes are a matter of preference, I am happy to approve it if you feel strongly about it, although I don't quite agree with most it.

Other things that I feel we are not spending enough time on is testing and debuggability, here are a few examples:

Testing

• Add unit test coverage to the handlers pkg #392
• Add an integration test on traffic splitting behavior #324
• Add integration tests on error cases #325
• Add unit test coverage to datastore pkg #391
• Integration tests should not create InferenceModel/InferencePool objects from a test yaml file #419

Debugability

• Emit events to indicate InferencePool and InferenceModel status #382

Usability

• Allow defining a default base model in the lora syncer configuration #340

I added a lot of tests in a previous PRs, but we are still lacking sufficient coverage, I am planning to continue to do that, and I would appreciate the help here :)

Yes， they are mostly nit cleanups just one fix in pkg/epp/controller/inferencemodel_reconciler.go

/lgtm
/approve

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: ahg-g, hzxuzhonghu

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