ObjectStackObjectStack

What is ObjectStack?

ObjectStack is the AI-native business backend for structured, auditable business applications

ObjectStack is not just a framework; it is an AI-native business backend protocol for building enterprise software. It decouples the Business Intent (defined as typed metadata) from the Technical Execution (handled by the Kernel), so APIs, UI metadata, workflows, and agent tools can all derive from the same source of truth.

The Problem

In traditional development, application logic is scattered:

  1. Database Schema (table.sql)
  2. Backend Models (User.ts)
  3. Frontend Validation (schema.zod.ts)
  4. API Documentation (swagger.json)
  5. Agent Tools (MCP definitions, function calls, prompts)

When requirements change, you update code in multiple places. When AI agents need to act, they usually see only brittle glue code or manually curated tools. This is Implementation Coupling.

The Solution

We centralize the "Intent" into a single TypeScript-authored, Zod-validated protocol definition. The implementation layers (React, Node.js, SQL, MCP tools) act as Runtime Engines that interpret this protocol.

Data Protocol

Define business objects, fields, queries, and constraints. Database-agnostic abstraction layer.

UI Protocol

Presentation metadata for apps, views, dashboards, and actions.

System Protocol

Runtime kernel, plugins, security, automation, audit, and agent boundaries.

The "Stack" Analogy

Think of ObjectStack as:

  • Kubernetes for business applications - Declarative configuration over imperative code
  • Terraform for data modeling - Infrastructure as code, but for data
  • GraphQL + React Server Components - Schema-driven data + UI rendering combined
  • MCP for business systems - Structured, permission-aware tools generated from metadata

Key Features

1. Protocol-Driven Architecture

The UI is a Projection. The API is a Consequence.

  • ObjectUI does not "build" a form; it projects the ObjectQL schema into a visual representation
  • You do not write endpoints or hand-author every agent tool; ObjectOS generates the secure graph based on the access control protocol

2. Agent-Ready Boundaries

Agents act through typed, permission-aware, auditable surfaces.

  • Tool schemas derive from business object metadata
  • RBAC, RLS, and FLS apply to agent actions
  • Executions are traceable to versioned artifacts, user/org context, inputs, and results

3. Database Agnostic

ObjectQL treats the database as an Implementation Detail.

  • Start with SQLite for prototyping
  • Migrate to PostgreSQL for production
  • Archive to Snowflake for analytics
  • No code changes required

Real-World Benefits

Traditional ApproachObjectStack Approach
Write SQL migrations manuallySchema changes sync automatically
Build CRUD APIs by handREST/GraphQL generated from schema
Manually define agent toolsMCP/tool surfaces generated from metadata
Duplicate validation logic 3xDefine once, enforce everywhere
Lock into one database vendorSwap databases without code changes
Agent tools drift from app logicTools derive from the same metadata and permissions

Who Should Use ObjectStack?

Enterprise Developers

Building internal tools, CRMs, ERPs, or admin panels? ObjectStack eliminates boilerplate while making the business model explicit for AI agents.

Platform Builders

Creating a SaaS product or multi-tenant application? ObjectStack provides enterprise-grade security and isolation.

Integration Engineers

Connecting multiple systems? ObjectStack's protocol-driven approach makes it easy to map and transform data.

AI Agent Builders

Need agents to operate real business data? ObjectStack gives them typed schemas, generated tools, permission boundaries, and audit trails instead of brittle query glue.

Prerequisites

Before you start, make sure you have the following installed:

ToolMinimum VersionCheck Command
Node.js18.0.0+node --version
pnpm8.0.0+pnpm --version
TypeScript5.3.0+npx tsc --version

Why pnpm? ObjectStack uses pnpm workspaces for monorepo management. Install it with npm install -g pnpm or corepack enable.

Common Setup Issues

pnpm not found

# Install pnpm globally
npm install -g pnpm
# Or use corepack (recommended)
corepack enable

TypeScript version mismatch

ObjectStack requires TypeScript 5.3+. Update with:

pnpm add -D typescript@latest

Port 3000 already in use

# Find the process using port 3000
lsof -i :3000
# Kill it or use a different port
PORT=3001 pnpm dev

For more troubleshooting, see the Troubleshooting & FAQ guide.

Next Steps

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