NCTL AI: The CLI Agent for Platform Engineering

Your Command Line Platform Engineering Assistant

Nirmata’s command-line AI Platform Engineering Assistant, NCTL AI, brings intelligent automation and expert AI guidance directly into your existing Kubernetes and Policy-as-Code workflows. It requires no cluster access, cloud dependency, or UI login, and is designed to help platform engineers automate governance, compliance, and infrastructure operations directly from their local terminal or workstation.

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Features

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Policy-as-Code

  • Generate Kyverno policies from natural language prompts
  • Create and execute Kyverno CLI and Chainsaw tests automatically
  • Upgrade older Kyverno policies to CEL
  • Convert OPA to Kyverno policies seamlessly
  • Generate policy exceptions for failing workloads

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AI Platform Engineering

  • Troubleshoot Kyverno engine, webhook and controller issues
  • Get policy recommendations tailored to your environment
  • Manage compliance across clusters with a single command
  • Install, configure and manage Kyverno and other controllers
  • Remediate workloads and maintain continuous governance at scale

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Extensible AI Workflows

  • Extend capabilities with Model Context Protocol (MCP) Servers
  • Integrate directly with tools like Cursor and Claude Code
  • Add custom skills for organization-specific best practices and workflows

Benefits

NCTL AI delivers AI to Platform Engineers that desire command line automation at their fingertips. Our CLI AI Agent empowers platform teams to operate quickly, efficiently and securely to enforce compliance.

  • AI-powered productivity for Platform Engineers
  • Developer-centric experience
  • More time and savings
  • Less toil and tool sprawl
  • Reduced misconfigurations and violations
  • Streamlined policy-as-code lifecycle
  • Simplified governance and compliance platform
  • Unified compliance ecosystem
  • Actionable insights
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