{AKS} add aks-agent extension

[mainred]

---

Test

when both aks-preview and aks-agent extension are added, I can find both commands under az aks, and both subcommands work fine.

This checklist is used to make sure that common guidelines for a pull request are followed.

Related command

General Guidelines

• Have you run azdev style <YOUR_EXT> locally? (pip install azdev required)
• Have you run python scripts/ci/test_index.py -q locally? (pip install wheel==0.30.0 required)
• My extension version conforms to the Extension version schema

For new extensions:

• My extension description/summary conforms to the Extension Summary Guidelines.

About Extension Publish

There is a pipeline to automatically build, upload and publish extension wheels.
Once your pull request is merged into main branch, a new pull request will be created to update src/index.json automatically.
You only need to update the version information in file setup.py and historical information in file HISTORY.rst in your PR but do not modify src/index.json.

[azure-client-tools-bot-prd]

Validation for Breaking Change Starting...

Thanks for your contribution!

[yonzhan]

Thank you for your contribution! We will review the pull request and get back to you soon.

[github-actions]

The git hooks are available for azure-cli and azure-cli-extensions repos. They could help you run required checks before creating the PR.

Please sync the latest code with latest dev branch (for azure-cli) or main branch (for azure-cli-extensions).
After that please run the following commands to enable git hooks:

pip install azdev --upgrade
azdev setup -c <your azure-cli repo path> -r <your azure-cli-extensions repo path>

[Copilot]

Pull Request Overview

This PR adds a new aks-agent extension that provides an interactive AI-powered debugging tool for Azure Kubernetes Service (AKS) clusters. The extension enables users to ask natural language questions about their AKS clusters and receive AI-generated responses for troubleshooting.

Key changes:

• Adds the az aks agent command with support for both interactive and non-interactive modes
• Integrates with multiple LLM providers (Azure OpenAI, OpenAI, etc.) for AI-powered analysis
• Provides comprehensive toolsets for AKS cluster debugging and analysis

Reviewed Changes

Copilot reviewed 21 out of 22 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
setup.py	Package configuration for the aks-agent extension with dependencies
azext_aks_agent/init.py	Extension loader and command registration
azext_aks_agent/commands.py	Command definition for aks agent
azext_aks_agent/_params.py	Parameter definitions and argument handling
azext_aks_agent/custom.py	Main command implementation wrapper
azext_aks_agent/agent/agent.py	Core agent functionality and LLM interaction logic
azext_aks_agent/agent/prompt.py	AKS-specific context and workflow prompts
azext_aks_agent/agent/telemetry.py	Telemetry client for usage tracking
azext_aks_agent/_validators.py	Input validation functions for configuration files
azext_aks_agent/_help.py	Command help text and usage examples
Test files	Comprehensive unit tests for validators and agent functionality
Documentation	README and HISTORY files with usage instructions

[github-actions]

• For more info about extension versioning, please refer to Extension version schema

[FumingZhang]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[mainred]

a bunch of aks-preview tests failed which are untouched in this PR. Merge the main branch onto this PR and see.

[FumingZhang]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[mainred]

@yanzhudd Please help take a look, thanks.

[azclibot]

[Release] Update index.json for extension [ aks-agent-1.0.0b1 ] : https://dev.azure.com/msazure/One/_build/results?buildId=135637546&view=results