[REQ] Add optimization example using wp.grad()

Add a new example to the repository under the optimization category demonstrating proper usage of the new wp.grad() feature in forward kernels.

Generate an implementation plan and prompts that you can use with your favorite coding agent.

Examples

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Closed with f25337d

Merge branch 'example_grad' into 'main'

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