Chore: update Go version and upgrade dependencies

[lwnmengjing]

Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

Type of change

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• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested?

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• Test A
• Test B

Test Configuration:

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• Hardware:
• Toolchain:
• SDK:

Checklist:

• My code follows the style guidelines of this project
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• Any dependent changes have been merged and published in downstream modules

[Copilot]

Pull Request Overview

This PR updates the Go version from 1.24.0 to 1.25.0 and upgrades numerous dependencies to their latest versions, including AWS SDK v2, Kubernetes client libraries, and various other Go packages.

Key changes:

• Upgrade Go version from 1.24.0 to 1.25.0
• Update AWS SDK v2 packages and related dependencies
• Upgrade Kubernetes client libraries to v0.35.0-alpha.0
• Update various third-party dependencies including Redis, gRPC, and monitoring libraries

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