Best 16 tools for Deploying Models in 2025

CTO.ai is a Developer Control Plane built to deliver fast, reliable, and well-measured software development workflows. Think of it as a mix between traditional CI/CD tools and modern platform engineering, but much simpler to use. It uses artificial intelligence and automation to provide containerized workflows that support ChatOps, GitOps, instant pull request previews, and AI code reviews.

Appliku is a deployment automation platform designed to simplify server management and application deployment for developers and teams. Think of it as a bridge between complex server administration and easy-to-use hosting platforms.

Svix is a webhooks-as-a-service platform that takes the pain out of sending webhooks. Think of webhooks as notifications that your app sends to other apps when something important happens - like when a payment is processed or a user signs up.

Pulumi is an open-source infrastructure as code platform that allows developers to define, deploy, and manage cloud infrastructure using familiar programming languages instead of proprietary domain-specific languages. Think of it as bringing software engineering practices to infrastructure management.

Paragon is an embedded integration infrastructure platform designed specifically for B2B SaaS companies that need to offer native integrations to their customers. Think of it as the backbone that powers all your app's connections to other software tools your customers use daily.

Pipedream is a serverless workflow automation platform designed specifically for developers who need to connect different applications and APIs. Think of it as a bridge that lets your apps talk to each other automatically.

Inngest is an event-driven durable execution platform built to run reliable, multi-step workflows on any platform without managing infrastructure. Think of it as a mix between traditional queues and modern serverless functions, but much better.

Trigger.dev is an open source background jobs framework that allows developers to create reliable, long-running tasks directly in their codebase. Think of it as a better way to handle any job that takes more than a few seconds to complete, without worrying about timeouts or server management.

Temporal is a durable execution platform that guarantees your application code will run to completion, no matter what goes wrong. Think of it as a safety net for your software that automatically handles all the messy parts of distributed systems.

n8n is a fair-code workflow automation platform that uniquely combines visual building with custom coding capabilities. Think of it as a powerful middle ground between simple automation tools and complex programming frameworks.