Best cluster management tools in 2025

K8sGPT

AI-driven insights for optimizing Kubernetes cluster health.

CAST AI

Real-time expense tracking for cloud Kubernetes environments.

OpenEBS

Streamlined solution for managing Kubernetes storage requirements.

Google Cloud Code

Streamlined development for cloud applications with AI support.

Parity

AI-driven incident response for Kubernetes environments.

K8Studio

Visual management of Kubernetes cluster data for user control.

Free + from $17.00/m
open
Milk infrastructure

Automated management and scaling for Kubernetes environments.

Matt by webb.ai

Automated issue resolution for Kubernetes environments.

Free + from $2.00/per vcpu/m
open
Kubernetes CLI

Automates deployment and management of containerized applications.

Dstack

AI container orchestration for efficient resource management.

Subscription + from $2.10/h
open
Signal0ne

Automated root cause analysis for incident management.

audioFlux

Library for analyzing audio data and extracting key features.

TradeUI

Insights into options flow and market analysis for traders.

Tradytics

Access expert-level trading insights and market data.

5 Whys Radar

Structured method for identifying root causes of problems.

ChartEye

AI-driven cryptocurrency chart analysis for informed trading decisions.

Interview Solver

Instant coding assistance during live interviews.

Workato

Connect apps and automate workflows without coding knowledge.

UbiOps

Centralized management for AI model deployment across environments.

Remyx

AI development studio for efficient model design and deployment.

Duckietown.org

Learn robotics and AI through hands-on experiences.

Grafana

Visual analytics and monitoring for diverse data sources.

Lucida

Manage and deploy AI models seamlessly across environments.

Future AGI

Evaluate and optimize AI applications for high performance.

Float16

Cloud-based GPU computing for effortless AI deployment.