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What's New in v2.5: AI Architect, AWS Cost Estimator & 1-Click VPS Deployer

Drag a stack together.
Ship it with confidence.

Stackform turns a visual drag-and-drop builder or AI prompt into production multi-stage Dockerfiles, Compose, Kubernetes, Helm 3 charts, and 1-click VPS deployment scripts — with real-time AWS cost estimates.

Open Stack Builder Try AI Architect Explore v2.5 Features

What It Is

A self-hosted, full-stack visual workspace: drop services onto a canvas or prompt the AI, configure ports, volumes, and env vars in a side panel, and get back multi-stage Dockerfiles, Compose, Helm 3 charts, and 1-click deployment scripts — generated server-side from one source of truth.

Why It Exists

Compose syntax and Kubernetes manifests are easy to get subtly wrong: duplicate ports, placeholder passwords left in, unpinned container tags, or missing memory limits. Stackform validates as you build and catches the same mistakes a senior SRE would flag in review — before you deploy.

Major Product Release

What's New in Stackform v2.5

Four powerful new engines designed to take you from prompt to production in minutes.

AI Stack Architect

/chat

Describe your application in plain English. Powered by **Google Gemini 3.6 Flash**, **DeepSeek Chat**, and **Claude 3.5 Sonnet**, Stackform automatically assembles microservices, configures dependencies, calculates AWS costs, and prepares manifests in one step.

Try AI Architect

AWS Architecture Cost Estimator

/test

Know your monthly AWS bill *before* provisioning servers. Inspects your architecture canvas and calculates real-time monthly & annual costs across 40+ AWS services (EC2, RDS, ALB, S3, EKS, Lambda, NAT Gateway) with tailored cost-reduction tips.

Calculate AWS Cost

Reverse Compose Importer

/converter

Import any existing 250+ line docker-compose.yml. Stackform's Semantic IR engine extracts containers, ports, environment variables, named volumes, and dependencies with **98% semantic fidelity** onto the visual canvas.

Import Existing Compose

1-Click VPS Auto-Deployer

/auto-deploy

Copy a single HMAC-signed cURL command and paste it into any fresh Linux VPS terminal. Automates Docker Engine setup, UFW firewall rules, .env hardening (`chmod 600`), build context creation, and Systemd auto-reboot services.

Generate Deploy Script
End-to-End Workflow

From Prompt to Production

How Stackform streamlines your entire DevOps pipeline in 4 simple steps.

01

Prompt or Compose

Describe your app using the AI Architect, import a `docker-compose.yml`, or pick a ready template.

02

Estimate & Audit

Calculate real-time monthly AWS costs and run static security audits to fix unpinned tags and leaked secrets.

03

Export Any Target

Download multi-stage Dockerfiles, Compose, Kubernetes, Helm 3 charts, Terraform, or Mermaid diagrams.

04

1-Click VPS Deploy

Run the cryptographically signed cURL command on any fresh VPS to auto-install Docker, firewall, and services.

Built for Teams Shipping to Production

Comprehensive features designed for modern cloud and container operations.

Cloud Sync Storage
Save unlimited stacks server-side and pick up where you left off on any device.
GitHub Direct Export
Push generated Dockerfiles and compose manifests straight to a repository via the Contents API.
Multi-LLM AI Architect
Integrated with Gemini 3.6 Flash, DeepSeek Chat, and Claude 3.5 Sonnet with automatic key fallback.
Helm 3 Chart Generator
Converts container projects into ready-to-install Helm 3 Chart packages (Chart.yaml, values.yaml, templates).
Mermaid & PlantUML Export
Export clean Markdown diagram syntax for GitHub READMEs, Notion, and documentation with live SVG preview.
Kubernetes Generation
Production Deployments, StatefulSets, Services, ConfigMaps, PVCs, HPAs, and PodDisruptionBudgets.
Terraform Provider
Generates kreuzwerker/docker resources (docker_container, docker_network, docker_volume) ready for terraform plan.
Docker Swarm Stack
One click to a docker-stack.yml with replicas, update configs, and restart policies.
Static Validation Engine
Catches duplicate container names, host port collisions, and circular dependency loops before generation.
Security Scanner & Scores
Scores stacks 0-100 across Security, Reliability, Performance, and Production dimensions.
Fernet Secret Vault
Encrypts GitHub tokens and AI API keys at rest in SQLite using Fernet AES-128-CBC.
Reverse Proxy Auto-Config
Nginx, Traefik labels, or Caddyfile generated automatically for every routable web service.

Simple, Honest Pricing

Start free. Upgrade in Settings the moment you need advanced generators and 1-click deployments.

Free Tier
$0
  • Visual Stack Builder (all service types)
  • Dockerfile, Compose, .env & README generation
  • Basic compose structural validation
  • 1 saved cloud project & diagram
  • AI Stack Architect & AWS Cost Estimator
  • Kubernetes, Helm 3 & Terraform generators
  • 1-Click Automated VPS Deployer
Start Free
RECOMMENDED
Premium
Toggle in Settings
  • Everything in Free Tier
  • Unlimited cloud-synced projects & diagrams
  • AI Stack Architect (Gemini, DeepSeek, Claude)
  • Real-time AWS Architecture Cost Estimator
  • 1-Click Automated VPS Deployer (HMAC cURL)
  • Helm 3 Charts, Kubernetes & Terraform output
  • 4-Pillar Security Audit & GitHub Direct Export
Create an Account

Launch offer: Premium is free for one year while it's running — no card required. After that (or if you'd rather not wait), upgrade any time via Razorpay from Settings.