Best tools to simplify infrastructure management in 2025

Runpod

Cloud-based infrastructure for efficient AI model training and deployment.

Beanstalk

Code hosting and collaboration for teams of any size.

Neuromation

Streamlined management for machine learning projects.

ChatGPT API (unofficial)

Library for integrating AI features into applications effortlessly.

pre.dev

Streamlined development for faster coding and project management.

Vilosia inspect

Visualizes software architecture for better decision-making and collaboration.

Full Stack AI

Rapidly build full-stack web applications from simple prompts.

Cerebrium

Serverless infrastructure for rapid AI application development.

Continual Diffusion

Image generation that learns and adapts to new concepts.

Caffee

Framework for building deep learning models efficiently.

Qualcomm AI Hub

Deploy AI models efficiently on various devices.

Cols.ai

Custom AI models tailored for unique business data needs.

CLIPSeg

Image segmentation using text or image prompts with minimal setup.

Facebook AI

Open-source AI models for customizable communication solutions.

Liner.ai

Create machine learning models effortlessly without coding.

StableLM

Open-source language models for text and code generation.

Together AI

Cloud-based AI model development with NVIDIA GPU power.

Subscription + from $1.30/h
open
X.ai API

Advanced AI for text and image analysis, boosting productivity.

Paid + from $2.00/million tokens
open
nanoGPT

An accessible repository for training and fine-tuning GPT models.