Infra FAQs

Question 1

What kind of Kubernetes data can Infra monitor?

Accepted Answer

Infra provides real-time monitoring of Kubernetes pods, events, and logs. It can also access and analyze deployment history, error rates, and configuration changes through its integrated tools.

Question 2

What is Infra and how does it help with Kubernetes?

Accepted Answer

Infra is an AI-powered tool that offers an agentic interface for diagnosing Kubernetes cluster issues. It allows users to query their cluster using natural language, leveraging OpenAI GPT models to intelligently investigate problems, monitor real-time data, and present clear solutions.

Question 3

Can I integrate Infra into my existing Kubernetes environment?

Accepted Answer

Infra is designed for easy integration. It requires Python 3.9+ and access to your Kubernetes cluster (e.g., via kubeconfig). Its Flask MCP server exposes cluster data via JSON-RPC endpoints, making it accessible for diagnosis.

Question 4

Is an OpenAI API key required to use Infra's AI features?

Accepted Answer

Yes, an OpenAI API key is required to utilize Infra's full AI-powered diagnostic capabilities, including intelligent problem investigation via GPT models. However, Infra can operate in a fallback mode without it.

Question 5

How does Infra present diagnostic information?

Accepted Answer

Infra provides a clear, colorized terminal output that includes a summary of the issue, specific evidence (like pod status and restarts), probable causes, safe next steps for resolution, and a confidence level for its diagnosis.

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