The SaaS Template Is Back: Now Powered by AI-Managed Virtual Machines

We’re excited to announce the return of the SaaS Template, now re-engineered as an AI-managed SaaS VM built for real product development and long-term growth.

This is not a feature update. It’s a fundamental rebuild of a core SaaS building block. Users get a dedicated VM fully operated by an AI Agent, effectively removing all limits on scalability and customization.

Why We Brought It Back

The original SaaS Template powered thousands of projects as a ready-to-use foundation for CRUD-style web apps. It worked well until expectations changed.

Modern SaaS teams don’t just want boilerplate. They want systems that can evolve:

• schemas that change safely,
• business logic that compounds,
• infrastructure that doesn’t become a liability,
• and AI that understands the product, not just the prompt.

In its previous form, the template relied on a simpler AI agent. It could generate code quickly, but it lacked:

• long-term context,
• architectural memory,
• and product-level understanding.

That model worked for scaffolding, not for building living software. So we paused the template and rebuilt it from first principles.

What’s New: The SaaS Template

This shift changes what the template is: from a starter kit → to a persistent, AI-managed development environment.

Dedicated Virtual Machine

Each SaaS application now runs inside its own isolated VM.

• One VM per product, no shared state
• Persistent workspace designed for long-lived applications
• The VM hosts the entire lifecycle: development, testing, deployment, and runtime
• Infrastructure is managed by the AI, not manually by users

You’re not working inside a generator. You’re working inside your own continuously evolving SaaS environment.

Advanced AI With Product Awareness

At the core of the SaaS VM is a Gemini 3 Pro-based AI agent with full product awareness.

• Manages code, database, deployments, and runtime
• Operates at the level of the entire application, not individual files
• Coordinates changes across backend, frontend, data, and infrastructure
• Understands migrations, dependencies, and system constraints
• Reduces friction between feature intent and implementation

This is AI as a long-term collaborator, not a code autocomplete.

AI That Works With Your Codebase

The agent is designed to preserve software integrity over time:

• Does not overwrite or fragment existing code
• Respects project structure and conventions
• Reduces regressions during iterative changes
• Maintains readability and debuggability
• Optimized for cumulative development, not one-shot output

The result: less entropy, more compounding progress.

Designed for Real SaaS Development

The SaaS VM Template is built for products that need to grow beyond MVP:

• Roles, permissions, and business logic
• External integrations and APIs
• Billing, subscriptions, and ecosystem services
• Continuous schema and feature evolution
• Long-running production life cycles

This is software meant to survive contact with reality.

Technical Snapshot

• Frontend: Next.js 15, React 19, Tailwind CSS
• Backend: Node.js, Express, Sequelize ORM
• Database: PostgreSQL by default (MySQL supported)
• Built-in: migrations, seeds, role-based access model

Everything is production-ready by design.

What This Means for You

The new SaaS VM Template empowers founders and teams to build real, lasting SaaS products, not throwaway prototypes.

It shifts the question from:

• How fast can I generate code?
• How far can I evolve my product?

And it aligns with our long-term vision: software that supports you, rather than slowing you down.

Whether you’re launching a startup, modernizing a legacy platform, or spinning up a serious internal tool, the SaaS VM gives you a durable foundation to build on. The SaaS Template is back, this time built to last. Try now!