Forjet is an AI Integration Orchestrator that builds production-ready software by composing trusted open-source repositories — with deterministic AST transforms, not hallucinated code.
Forge your stack. Jet to production.
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Every modern application is an integration project. The tools that promise to help are making it worse.
Developers spend 30–40% of their time on integration plumbing. Not building. Plumbing.
Developers spend 40% of their time writing glue code to connect services, APIs, and databases that should work together out of the box.
Environment variables, Docker configs, CI pipelines — every integration multiplies the configuration surface area exponentially.
Manual dependency management means CVEs slip through, licenses conflict, containers run as root, and security audits happen too late — if they happen at all.
AI code generators write snippets. Zero-to-app tools scaffold templates. Forjet composes verified systems.
| Feature | AI Code Gen Copilot, Cursor | Zero-to-App v0, Bolt | Forjet |
|---|---|---|---|
Code Quality AST transforms vs. string interpolation | |||
Security Vetting Automated T1/T2/T3 tier classification | |||
Integration Testing Firecracker sandbox smoke tests | |||
License Compliance SPDX matrix with commercial-safe filtering | |||
Post-Deploy Monitoring Watchtower continuous blueprint health | |||
Component Swapping Live blueprint swapping with diff preview | |||
Container Hardening cap-drop ALL, read-only FS, memory limits, PID limits | |||
SSRF / Injection Protection Cloud metadata blackholed, HCL & path traversal blocked |
Three engineering pillars that make Forjet fundamentally more reliable than any AI code generator.
No hallucinations. Precise, auditable code transformations powered by jscodeshift and libCST. Every change is an AST operation you can inspect.
Every project is validated inside a Firecracker microVM before you download it. If it doesn't compile and respond to health checks, you don't get it.
27-layer security audit baked in: path-traversal prevention, HCL injection blocking, symlink protection, secret masking, and SPDX license compliance on every component.
Six steps from idea to production deployment — every stage transparent, every file approved by you.
Start with an AI prompt — tell Forjet what you want to build in plain language. Or paste a GitHub URL and let Forjet detect what it is. Or pick a Quick Start template if you want a proven stack.
"Full-stack SaaS app with Next.js frontend, FastAPI backend, PostgreSQL with pgvector for AI search, and Clerk authentication."
Quick Start:
Forjet discovers real, maintained GitHub repositories that match your requirements. Each repo is scored for compatibility. You review the proposed stack — swap any component, accept suggestions, or bring your own repos. Nothing proceeds without your approval.
shadcn-ui/taxonomy
★ 18.2k · TypeScript · Next.js · Compatibility: 94%
tiangolo/full-stack-fastapi-template
★ 28.4k · Python · FastAPI · Compatibility: 87%
pgvector/pgvector
★ 12.1k · PostgreSQL extension · Compatibility: 91%
ACTIVE SWAPS
ORM: Prisma → Drizzle
Vector Store: Pinecone → Weaviate
Before any code is modified, Forjet shows you exactly what will change. Every file transformation, every renamed import, every generated bridge file between frontend and backend — visible in a code diff view. You approve, reject, or exclude individual files. Full transparency.
2 FILE(S) CHANGED
+ main.py 100% 2 transforms
+ api-client.ts 100% 26 lines (bridge)
SURGERY SUMMARY
Transforms: 2 applied · Files: 0 modified, 2 generated
Validation: 0 errors, 0 warnings · Completed in 1.8s
── api-client.ts (bridge file) ──
1 + // Generated by Forjet — do not edit manually
2 + const API_URL = process.env.NEXT_PUBLIC_API_URL
3 +
4 + type RequestOptions = Omit<RequestInit, "body">
5 + async function apiFetch<T>(path: string, …) { … }After approval, Forjet doesn't just hand you a ZIP and hope it works. A Firecracker microVM boots your entire project — backend, frontend, database — and runs a full probe sequence. Health checks, authentication flow, CORS configuration, environment variables. If any probe fails, you see exactly why before downloading anything.
Phase 1: Fetching artifact ....... done
Phase 2: Starting containers ...... done
Phase 3: Running probe sequence
PROBE CHECKLIST
✓Backend HealthOK
✓Frontend HealthOK
✓Auth Token IssuanceOK
✓Auth Cross-Service ValidationOK
✓CORS PreflightOK
✓Environment VariablesOK
─── Sandbox sequence complete ───
✓ ALL CLEAR — your project is verified
Your verified project is ready. Download the ZIP, unzip it, and run it. Every scaffold includes: source code with clean imports, typed API bridge files, Docker configuration, environment templates, and a README documenting every transformation Forjet applied.
DEPLOYMENT ARTIFACTS
📦 Source Code (.zip) ........ 2.4 MB
· src/frontend/ — Next.js app
· src/backend/ — FastAPI service
· docker-compose.yml — all services wired
· .env.example — all variables documented
· README.md — setup guide + transformation log
$ unzip forjet-scaffold.zip $ cd my-awesome-app $ docker compose up
✓ backend → running on :8000
✓ frontend → running on :3000
✓ database → running on :5432
Ready to go live? Choose your platform — Railway, Vercel, AWS, DigitalOcean, Fly.io, or any cloud provider. Forjet generates Infrastructure-as-Code (Terraform) tailored to your stack and your chosen platform. Download the Terraform file and apply it, or deploy directly from the dashboard.
DEPLOY TO PRODUCTION
Choose your platform:
● Railway
○ Vercel
○ AWS
○ Fly.io
○ DigitalOcean
○ Render
Generated files:
📄 railway.toml
Backend: forjet-backend (Python 3.13, port 8000)
Frontend: forjet-frontend (Node 20, port 3000)
Database: PostgreSQL 16 + pgvector
Health checks: configured ✓
📄 terraform/main.tf
Provider: Railway
Resources: 3 services, 1 database, 1 volume
Variables: extracted from .env.example
$ terraform init $ terraform plan $ terraform apply
✓ 5 resources created
✓ https://my-app.up.railway.app → live
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First 500 get Lifetime Access · 102 already in