AI ORCHESTRATION FOR DEVELOPERS

Build Full-Stack Apps Without AI Context Drift.

AI orchestration for Laravel & Next.js with Schema-First Sync, Markdown Memory, and Safe Rollbacks.

schema.md
Synced
1# User Schema
2## Fields
3- id: uuid (primary)
4- name: string
5- email: string (unique)
6- role: enum [user, admin]
7- created_at: timestamp
8- updated_at: timestamp

Azure OpenAI

Orchestrating Changes

php
User.php
Synced
class User extends Model
{
// ...
}
ts
user.ts
Synced
export interface User {
id: string;
name: string;
email: string;
role: 'user' | 'admin';
}
tsx
page.tsx
Synced
export default function UserPage() {
// UI Code
return <div>...</div>;
}
FEATURES

Everything you need.
No AI chaos.

DevStart AI gives you structured AI orchestration,
so you stay in control and ship faster.

Markdown State Tracker

Every change is recorded in clean Markdown. No more lost context or forgotten decisions.

  • Track prompts, decisions & changes
  • Human-readable & versioned
  • Full history, always accessible

Schema-First Live Sync

Update your schema once and sync it across backend, frontend and database.

  • One source of truth
  • Auto-sync models, types & APIs
  • Consistent everywhere

Shadow Git Rollback

Every AI change is saved to a shadow branch. Review, compare, and roll back safely.

  • Safe experiments
  • One-click rollback
  • No broken code in main

Architecture Guardrails

AI works within your architecture rules, patterns and conventions—not against them.

  • Custom rules & constraints
  • Pattern-aware AI guidance
  • Clean, maintainable codebase
HOW IT WORKS

From intent to production,
safely orchestrated.

DevStart AI follows a structured workflow to build, update
and maintain your full-stack application with zero context drift.

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Connect Your Project

Connect your Git repository or upload your code. DevStart understands your stack, structure and dependencies.

DevStart Analyzes Your Codebase

Our engine scans your code, understands relationships and captures the current state in a structured way.

Generate schema.md

DevStart creates a single source of truth — schema.md that maps your models, types, APIs, rules and architecture.

Azure AI Orchestrates Changes

Azure OpenAI analyzes the context and generates accurate, consistent changes across your entire stack.

Review & Apply Safely

You review the changes, test in a safe environment and apply with confidence. Every change is versioned and reversible.

ARCHITECTURE

Built on a modern, scalable,
and secure architecture.

DevStart AI orchestrates your entire development flow with
Azure OpenAI at the core.

YOUR PROJECT
Source Code
Database
Config & Env
APIs & Services
DEVSTART AI ENGINE
Codebase Parser

Understands your code, structure, relationships and dependencies.

Markdown State Builder

Creates schema.md - a single source of truth for your application.

Change Planner

Plans the changes with impact analysis and safety checks.

Context Orchestrator

Prepares rich, structured context for AI with relevant information.

AZURE AI LAYER
Azure OpenAI

GPT-4 / GPT-4o

Reasoning Generation Refinement Validation
SAFETY & QUALITY
Architecture Guardrails
Rule & Pattern Enforcement
Code Validation & Testing
Security Checks
OUTPUT
Generated Code
(Backend / Frontend)
Updated Files
Migrations / DB Changes
Tests
Rollback Ready
(Snapshot)
DATA & STATE LAYER
Markdown State (schema.md)

Versioned, human-readable state stored in your repository.

Git Snapshots

Every change is saved to a shadow branch for safety.

History & Diffs

Track every change, compare and roll back with ease.

Audit Logs

Complete logs for transparency, compliance and debugging.

ROADMAP

Our journey to the future
of AI-native development.

We're building DevStart AI step by step with a clear vision.
Here's what's coming next.

Q1 2026
Completed
Q2 2026
In Progress
Q3 2026
Planned
Q4 2026
Planned

Foundation

  • Project analysis engine
  • schema.md generation
  • Markdown state tracking
  • Basic sync & diff
  • Git snapshot & rollback (MVP)
Completed

Core Orchestration

  • Azure OpenAI integration
  • Smart change orchestration
  • Context intelligence v1
  • Multi-file update support
  • Improved rollback & conflict handling
In Progress

Intelligence & Safety

  • Architecture guardrails v1
  • Advanced rule engine
  • Semantic code validation
  • Security & policy checks
  • Automated test generation
Planned

Scale & Ecosystem

  • Team collaboration
  • Plugin marketplace
  • Observability & analytics
  • CI/CD integrations
  • Public API & SDK
Planned