AIOps

AIOps: Natural Language-Driven Infrastructure Management

AI-powered, autonomous, and secure infrastructure operations

Overview

What is AIOps?

AIOps enables natural language-driven infrastructure management with autonomous state tracking, secure credential handling, and direct API/protocol execution. It streamlines operations by allowing humans to give simple commands while the AI manages clarifications, execution, and state reconciliation seamlessly.

Core Features

  • Natural language input parsing (NLP/LLM)
  • Secure credential & access management (encrypted JSON)
  • State storage & tracking (BSON)
  • Planner and executor modules
  • Interactive clarification loop
  • Direct API calls (Kubernetes, SSH, WinRM)
  • Integration with Cursor AI for code intelligence and LLM capabilities

How it Works

  1. User gives a natural language command (e.g., "Scale webapp to 3 replicas").
  2. AI parses intent and asks clarifying questions if needed.
  3. Desired state is stored and compared to actual state from live infrastructure.
  4. Planner generates actionable steps; executor performs direct API calls.
  5. Execution is logged, and the user receives a clear report.