Sunday, January 25, 2026

Ask HN: Would You Rely on an AI Colleague with Shell Access to Your Infrastructure?

Exploring AI for Infrastructure Engineers 🌐

Have you ever wondered how AI could revolutionize infrastructure engineering? I’m developing a concept for an “AI coworker” designed to assist engineers with critical tasks. While tools like Claude and Copilot excel in development, this prototype aims to tackle operational challenges:

  • Core Functions:
    • Read logs
    • Run shell commands
    • Inspect system states
    • Manage Kubernetes configurations
    • Query internal APIs

Imagine saying, “The API is failing. Find out why and fix it,” and having an agent perform the necessary diagnostic steps autonomously.

However, this raises vital questions:

  • Could this be a safety hazard, especially in production environments?
  • What safeguards need to be implemented?
  • What tasks would you prioritize for such an AI?

I’m eager to gather insights from those who operate real systems. Would you consider utilizing an AI coworker? Let’s discuss!

👉 Share your thoughts below and let’s spark a conversation!

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