Latenode

Automate Kubernetes cluster management with conversational AI

This template starts when you post a cluster question to a Latenode webhook. ChatGPT reads the intent.

JavaScript calls the Kubernetes API for events, logs, or resource details. ChatGPT then writes a short reply, and the webhook returns it. ChatGPT is a Latenode AI step. Put the Kubernetes API token in that JavaScript node.

Updated Sep 16, 2026Est. run: 30sEst. cost: $0.0019
How Latenode estimates time and cost

Latenode bills workflow runtime in CPU seconds. The first 10,000 CPU seconds are free each month, then usage follows pay-as-you-go CPU-second pricing. Plug-and-Play (PnP) AI nodes are billed separately—each PnP token is $1 USD, charged pay-as-you-go at vendor cost plus a small processing fee, with no API keys required.

Full pricing — how CPU seconds work →

Workflow preview

What this template does

  • Answers cluster questions in plain English
  • Starts from a webhook question
  • Uses ChatGPT as a Latenode AI step
  • Calls the Kubernetes API from JavaScript
  • Keeps the Kubernetes API token in that JavaScript node

How it works

1
Trigger

Receive the question

The scenario starts when you post a natural-language question to the Latenode webhook.

2
AI

Read the intent

ChatGPT turns the question into a Kubernetes request, such as events, logs, or a named resource.

3
Action

Call the Kubernetes API

JavaScript calls the cluster API and returns the payload. Put the Kubernetes API token in that JavaScript node.

4
AI

Reply in plain English

ChatGPT writes a short answer from that payload. The webhook returns it to the caller.

Setup guide

1

Add a webhook trigger

Add a webhook trigger. Post JSON with the question, and a namespace if you want to limit the lookup.

2

Wire ChatGPT

Send the question to ChatGPT to pick the Kubernetes lookup. ChatGPT is a Latenode AI step.

3

Put the Kubernetes token in JavaScript

Use a JavaScript node to call the Kubernetes API. Put the Kubernetes API token in that JavaScript node. Point it at your cluster URL.

4

Return the answer

Send the API payload to ChatGPT for a short reply, then respond on the webhook. Post a test question and confirm the JSON answer.

Requirements

A webhook caller that can POST a question
ChatGPT available as a Latenode AI step
A Kubernetes API token stored in the JavaScript node
Cluster permissions to read the events, logs, or resources you ask about

FAQ

Common questions about this template

Each run uses credits on your Latenode plan. We charge for processing time (1 credit = 30 seconds). Your actual cost depends on your plan and how long the run takes. See pricing plans for plans and how credits work. Plug-and-Play AI nodes are billed separately.