AI Platform·2026·Private Project

Forma

AI-powered design & development studio with dual autonomous agents

2 (Design + Dev)

Agents

Up to 40

Tool iterations

0.92 cosine

RAG dedup

Overview

Forma is an AI-powered design & development studio built around two autonomous agents that work together. The Design Agent takes a plain-English prompt and autonomously builds multi-page HTML prototypes with shared design systems, components, and live preview — running an autonomous tool-loop of up to 40 iterations. The Dev Agent takes the design prototype (or a fresh prompt) and generates a full-stack Next.js application running inside a Daytona cloud sandbox.

Both agents are model-agnostic — users bring their own OpenRouter API key and pick any LLM (GPT-4o, Claude, Gemini, Llama, etc.). The platform includes a Global RAG system powered by Upstash Vector that learns from error resolutions and injects past solutions into future agent contexts. Every file written by agents is dual-stored in both the sandbox and Postgres for resilience.

The Design Agent's system prompt enforces Stripe/Linear-level design quality and prohibits generic AI aesthetics. The Dev Agent includes an anti-hallucination guard that scans imports against package.json after every file write, and a shell safety layer that blocks dangerous commands.

Key Features

01Dual autonomous agents: Design Agent (UI prototyping) + Dev Agent (full-stack code gen)

02Design Agent runs autonomous tool-loop of up to 40 iterations per project

03Dev Agent writes real code inside Daytona cloud sandboxes with live preview

04Model-agnostic BYOK architecture — users pick any OpenRouter LLM

05Global RAG system: learns from error resolutions, deduplicates at 0.92 cosine similarity

06Anti-hallucination guard scans imports against package.json after every write

07Shell safety layer blocks dangerous commands (sudo, rm -rf, crypto miners, reverse shells)

08Dual-store: every agent file goes to both sandbox AND Postgres for resilience

How it compares

v0 / Lovable

Prompt-to-UI sandbox, single-agent, cloud-only

AgentX advantage

Dual-agent pipeline (design → dev handoff), full-stack code gen in real sandboxes, and BYOK model flexibility

Bolt.new

Single-prompt code generation in browser sandbox

AgentX advantage

Persistent learning via Global RAG, anti-hallucination guards, and Stripe-quality design enforcement via prompt engineering

Tech Stack

Next.js 16React 19Hono.jsTypeScriptTailwind CSS v4OpenRouterDaytona SDKNeon PostgreSQLDrizzle ORMUpstash VectorTanStack QueryJina AIResendZod

Project Info

CategoryAI Platform

Year2026

Statusactive

VisibilityPrivate

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AgentX · Forma

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Hey! I'm AgentX — Jay's AI representative. Ask me anything about how I built Forma.