NEXT-GEN AI WORKFLOW ORCHESTRATION • MULTI-AGENT V2.4

Turn Claude, Cursor & Copilot into Autonomous Senior Engineers

Eliminate hallucinated imports, broken auth, and leaked API keys. Auterix compiles deterministic architectural rules, SHA-256 integrity locks, and auto-detecting adapters across 21 leading AI coding assistants.

⚡ Open AI Cockpit (Free) → 📦 Get Pro Developer Access ($14)

terminal — npx auterix@latest

100% Free • Zero Config

$ npx auterix@latest init

✔ Detected stack • Synchronized 21 AI tools • Cross-Agent Memory active • SHA-256 locked

⚡

21 AI Tools Synchronized Cursor, Claude, Copilot, Windsurf, Devin, Lovable, v0 + 14 more

🧠

Cross-Agent Shared Memory .ai/memory.md institutional context across all models

📊

Token-Optimized Schema Extractor High-density Drizzle, Prisma & SQL schema distillation

🚀

Zero-Compute CI Action $0.00 compute cost • <1.5s PR compliance check

AUTONOMOUS PIPELINE ARCHITECTURE

How the Multi-Agent AI Workflow Operates

From codebase ingestion to autonomous CI pull request auditing, Auterix orchestrates an unbroken context barrier.

Codebase & Schema Ingestion

Auto-detects packages and distills Drizzle, Prisma, and SQL schemas to token-compact Markdown via extract-schema.

Zero-Waste Distillation

Cross-Agent Shared Memory

Maintains institutional memory in .ai/memory.md: decisions, architecture invariants, and anti-patterns persist across all tools via automated --ai-note git commit hooks.

Shared Memory Active

Multi-Agent & Role Synthesis

Compiles unified native rulebooks for Cursor, Claude, Copilot, Windsurf, Devin & all 21 AI assistants alongside modular role personas in .ai/roles/.

21 Adapters • Modular Roles

Cryptographic SHA-256 Lock

Generates deterministic cryptographic lockfile. Any unreviewed drift immediately halts execution and alerts developers.

Immutable Seal

Continuous CI & Readiness Telemetry

Headless GitHub Action audits PRs with rich Markdown compliance tables, while npx auterix doctor scores project AI readiness from 0–100%.

Real-Time Guard • Doctor Scorecard

CHOOSE YOUR WORKFLOW ENGINE

Engineered for Any Development Stage

Whether dropping into a 5-year-old monolith or spinning up a multi-tenant SaaS, Auterix adapts instantly.

100% FREE FOREVER • 30s DROP-IN

Existing Codebase

For established repositories & teams

Non-invasive 30-second drop-in. Zero rewrites to your current code. Auterix parses your existing stack and generates native rule files across all 21 tools.

01 Drop package.json or requirements.txt in the Studio

02 Download auterix-rules.zip and extract to repo root

03 Cursor, Claude & Copilot instantly follow your architectural standards

PRO STARTER CODEBASES • $14 ONE-TIME

Greenfield Production App

For new products, SaaS & prototypes

Start with bank-grade architecture. 5 complete runnable production starter codebases with pre-configured auth, PostgreSQL RLS policies, and automated AI pre-commit hooks.

01 Get instant download of Auterix Pro Production Suite ($14)

02 Choose from Next.js 15, FastAPI, Node Fastify, Expo Mobile, or Cloudflare Workers

03 Run with pre-commit AI guardrails and zero-leak auth out of the box

ENTERPRISE COLLABORATION • $39 ONE-TIME

Agency & Engineering Teams

For multi-dev teams & client delivery

Direct GitHub private repository collaborator invitations (auterix-pro), continuous git pull updates, CI PR compliance bots, and unlimited client delivery rights.

01 Automated GitHub invitation to private repository upon checkout

02 Continuous git pull updates as new AI coding tools launch

03 Deploy automated GitHub Action PR bots to enforce client code standards

INTERACTIVE WORKFLOW COCKPIT

Auterix Studio • Autonomous Context Engine

Configure your architectural rules once. Auterix compiles, verifies, and exports them across all 21 tools with 0ms in-browser latency.

auterix-cockpit // autonomous-orchestrator.sh

Mode: Community (Free) • Client-Side Engine

STEP 1

Framework Architecture

Pick your stack, or drop your project manifest to auto-detect:

Drop package.json, requirements.txt, or lockfile

or click to browse local filesystem

Ready: Next.js 15 App Router + Supabase RLS

STEP 2

Target AI Tools

21/21

Select your tools (configs are synchronized automatically):

STEP 3

Cryptographic Guardrails

3 Active

🛡️ ⚡ 🔒 Strict Types • Supabase RLS • Token Optimization

▾

Strict RSC & Zero Type Casting Disallows any, enforces Zod validation on Server Actions Bank-Grade PostgreSQL RLS & Secret Zero-Leak Forces tenant-level RLS checks and blocks client-side API keys Token Compressor & Deduplicated Memory Optimizes prompt overhead across all 21 tools for <2.4k token budget

PRO BLUEPRINT Previewing Next.js 15 App Router + Supabase RLS (Pro)

Unlock Full Suite ($14) →

Destination: .cursor/rules/workflow.mdc

// Generating unified AI instructions...

OR RUN IN TERMINAL

npx auterix init

30-Second Setup After Extracting:

Extract: Unzip directly into your project's root folder.
Automatic: Cursor, Claude Code & Copilot read configs automatically.
Prompt: Paste any Starter Prompt below to lock your AI into senior mode!

SMART DUAL-REPOSITORY ARCHITECTURE

Open-Source Core. Enterprise-Grade Pro.

Auterix is engineered as a clean two-repository architecture so you get complete open-source transparency for daily tooling and bank-grade starter suites for commercial applications.

MIT License • 100% Free

🌐

Public Core Repository

github.com/SapanMozammel/auterix

The open-source context protocol, zero-dependency CLI engine, universal 21-tool adapters, and in-browser Web Studio.

✔ Complete Node.js CLI (init, check, inspect, plan, apply, doctor)
✔ Native adapters for all 21 AI tools (Cursor, Claude, Copilot, Windsurf, Devin, Lovable, etc.)
✔ Cross-Agent Shared Memory (.ai/memory.md), --ai-note hooks & Schema Extractor
✔ AI Readiness Scorecard (npx auterix doctor) — 8-check 0–100% diagnostic
✔ 4 Modular Role Personas (.ai/roles/) — Architect, Engineer, Reviewer, Verifier
✔ Headless GitHub Action (action.yml) with rich Markdown compliance reports
✔ 90 automated unit tests with rollback guards & SHA-256 validation (zero dependencies)

View Public GitHub Repo →

Commercial • Private Repository

🔒

Pro Private Repository

github.com/SapanMozammel/auterix-pro

5 Complete runnable full-stack applications, 11 architectural blueprints, PostgreSQL RLS migrations, and automated CI bots.

✔ 5 Complete runnable starters (Next.js 15, FastAPI, Clean Node Fastify, Expo Mobile, Cloudflare Hono)
✔ 11 Hardened blueprints (RAG search, session guards, Stripe webhooks, Drizzle+pgvector, Docker)
✔ 6 Specialized role personas (Security Auditor, DB Architect, QA, API Designer, Performance, DevOps)
✔ Bank-grade multi-tenant PostgreSQL Row Level Security (RLS) policies
✔ Pre-commit AI guardrail hook (pre-commit-guard.sh) to prevent secret leaks & errors
✔ Turnkey PR Compliance Bot with rich Markdown tables & secret scan
✔ Standalone offline desktop studio • continuous git pull updates

Get Instant Pro Access ($14) →

REAL-WORLD IMPACT

Why Production Teams Need an AI Context Engine

Compare how an unconstrained AI writes code versus an AI constrained by Auterix rules.

❌ Raw AI (Without Auterix) Vulnerable • Client Leaks • No Invariants

// Client Component ('use client')
import { createClient } from '@supabase/supabase-js';

// ❌ VULNERABILITY 1: Secret service role key leaked on browser bundle!
const supabase = createClient(
  process.env.NEXT_PUBLIC_SUPABASE_URL,
  process.env.SUPABASE_SERVICE_ROLE_KEY // LEAKED TO CLIENT!
);

export default function UpdateUser() {
  async function handleSave(data) {
    // ❌ VULNERABILITY 2: No Zod input validation!
    // ❌ VULNERABILITY 3: Bypasses multi-tenant RLS check!
    await supabase.from('users').update(data).eq('id', data.id);
  }
  // ...
}

✅ With Auterix Protocol Strict RSC • Zod Validated • Bank-Grade RLS

// Server Action ('use server')
import { createServerClient } from '@/lib/supabase/server';
import { UpdateUserSchema } from '@/lib/schemas/user';
import { requireSession } from '@/lib/auth/guards';

export async function updateUserAction(rawData: unknown) {
  // ✅ 1. Enforce authenticated session & tenant boundary
  const session = await requireSession();
  
  // ✅ 2. Strict Zod schema parsing (blocks injection)
  const data = UpdateUserSchema.parse(rawData);
  
  // ✅ 3. Enforces multi-tenant RLS query with server credentials
  const supabase = createServerClient();
  return await supabase
    .from('users')
    .update(data)
    .eq('id', session.user.id)
    .eq('tenant_id', session.tenant_id); // RLS PROTECTED
}

Implement [feature description] following our project architectural standards strictly. Ensure all inputs are validated with Zod schemas, server-only code is separated from client components, and appropriate error boundaries are included. Do not bypass existing type definitions.

🛡️ SECURITY & INVARIANT AUDIT

Audit the current working directory for security invariants: (1) Check that no service role or secret keys are imported in client components, (2) Verify all database queries enforce multi-tenant RLS, and (3) Confirm that all Server Actions validate session authentication before mutating data.

🧪 AUTOMATED TEST GENERATION

Generate comprehensive unit and integration tests for [file path]. Cover happy paths, malformed payloads, unauthorized access attempts, and edge cases. Follow our testing conventions and ensure all mocks respect domain type invariants.

TRANSPARENT VALUE TIERS

Stop AI Hallucinations for Less Than One Month of Cursor Pro

Open-source core is 100% free forever. Pay once for commercial starter suites & continuous GitHub sync.

OPEN PROTOCOL

Community

Free forever • Open Source (MIT)

Multi-agent context compiler & shared memory protocol for any codebase.

✔ All 21 AI tool adapters (Cursor, Claude, Devin...)
✔ Cross-Agent Shared Memory (.ai/memory.md) & --ai-note hooks
✔ Token-Optimized Schema Extractor (SQL, ORMs)
✔ AI Readiness Scorecard (npx auterix doctor)
✔ 4 Modular Role Personas (.ai/roles/)
✔ Automated GitHub Action PR Check ($0 compute)
✔ Official VS Code Extension with live telemetry
✔ Deterministic SHA-256 Hash Lock & CLI
✔ 100% In-Browser Engine • Zero server leaks

Open Free Web Studio →

100% Free • Open Source (MIT)

★ MOST POPULAR

PRO SUITE

Pro Developer

$14

One-time payment • Lifetime bundle access

5 Production starter codebases, 11 blueprints, RLS, and pre-commit AI hooks.

✔ Everything in Community, plus:
✔ 5 Runnable Production Starters (Next.js, FastAPI, Node...)
✔ 11 Hardened Component Blueprints (RAG, Stripe, Auth...)
✔ 6 Specialized Role Personas (Security Auditor, DB Architect, QA...)
✔ Bank-Grade PostgreSQL RLS migrations & schemas
✔ Pre-Commit AI Guardrail Hook (pre-commit-guard.sh)
✔ Standalone Offline Desktop Studio bundle
✔ Commercial Rights for personal & SaaS apps

Get Pro Access ($14) →

One-time payment • Lifetime updates

TEAMS & CLIENTS

Agency & Teams

$39

One-time payment • Private GitHub sync

Private GitHub repository access, turnkey CI PR bot, and white-label rights.

✔ Everything in Pro Developer, plus:
✔ Direct GitHub Invitation to private auterix-pro
✔ Continuous Git Sync for all future updates & stacks
✔ Turnkey GitHub Action PR Bot for CI auditing
✔ Unlimited Client Delivery Rights (no seat fees)
✔ Full White-Label Rights for client handoffs
✔ Priority Support on private GitHub tracker

Already a member? GitHub Repo →

Get Agency Access ($39) →

Private GitHub repo • Unlimited client rights

FEATURE-BY-FEATURE BREAKDOWN

Master Access & Entitlement Matrix

Compare capabilities across the Free Open-Source Protocol, Pro Developer Suite, and Agency & Team packages.

Capability / Deliverable	Community (Free)	Pro Developer ($14)	Agency & Teams ($39)
Universal AI Tool Adapters Cursor, Claude Code, Copilot, Windsurf, Devin, Antigravity + 15 more	✔ 21 Tools	✔ 21 Tools	✔ 21 Tools
Cross-Agent Shared Memory `.ai/memory.md` persistent context, decisions, and anti-patterns	✔ Included	✔ Included	✔ Included
Runnable Production Starters Next.js 15, FastAPI, Node Fastify, Expo Mobile, Cloudflare Workers	—	5 Full Apps	5 Full Apps
Component Blueprints & RLS 11 security blueprints, PostgreSQL RLS migrations, pre-commit AI hooks	—	✔ 11 Blueprints	✔ 11 Blueprints
Automated GitHub Actions PR Bot Turnkey CI audit bot halting non-compliant AI-generated code	—	—	Turnkey CI Bot
Upstream Sync & Rights Commercial usage rights and distribution model	MIT (Own Apps)	Commercial (Own Apps)	Unlimited Clients + Git Sync
🧠 1. Universal AI Protocol & Context Engine
Token-Optimized Schema Extractor `extract-schema` parses Drizzle, Prisma, and SQL schemas	✔ Included	✔ Included	✔ Included
Deterministic SHA-256 Hash Lock Content-addressed verification engine preventing unreviewed rule drift	✔ Included	✔ Included	✔ Included
Headless GitHub Action Audit `action.yml` checks PR compliance in <1.5s at $0.00 compute cost	✔ Included	✔ Included	✔ Included
Official VS Code Extension Live status bar telemetry & drift alerts	✔ Included	✔ Included	✔ Included
Interactive Terminal TUI & CLI Zero-dependency ANSI setup wizard (`npx auterix`) & headless commands	✔ Included	✔ Included	✔ Included
AI Readiness Scorecard `npx auterix doctor` — 8-check diagnostic producing a 0–100% safety score	✔ Included	✔ Included	✔ Included
Modular Role Personas `.ai/roles/` — Architect, Engineer, Reviewer & Verifier persona files	✔ 4 Base Roles	4 + 6 Specialized	4 + 6 Specialized
Automated Git-Hook Memory Ingestion Post-commit hook captures `--ai-note` decisions into `.ai/memory.md` automatically	✔ Included	✔ Included	✔ Included
Rich CI Compliance Reports Markdown tables with SHA-256 parity matrix & secret scan in GitHub Step Summary	✔ Basic Report	✔ Basic Report	Full PR Bot + Report
Web Studio Cockpit Accessible in-browser rule compiler (0ms WASM, zero server transmission)	✔ Included	Full Pro Unlock	Full Pro Unlock
🚀 2. Complete Runnable Production Scaffolds
Next.js 15 App Router + Supabase RLS Server Actions, Zod validation, async cookies & hardware-isolated SQL RLS	—	Full Runnable App	Full Runnable App
Python FastAPI + Async SQLAlchemy 2.0 Asyncpg engine, declarative UUID models, Pydantic v2 & JWT auth	—	Full Runnable App	Full Runnable App
Enterprise Node.js 22 + Fastify 5 Clean architecture, Prisma ORM & Kubernetes health/readiness probes	—	Full Runnable App	Full Runnable App
React Native & Expo 51+ Mobile File-system Expo Router & hardware-backed SecureStore token encryption	—	Full Runnable App	Full Runnable App
Cloudflare Workers & Hono Edge API Sub-10ms global edge API with Cloudflare D1 SQL and KV bindings	—	Full Runnable App	Full Runnable App
🛡️ 3. Architectural Blueprints & Security Guardrails
11 Hardened Component Blueprints RAG pipeline, session guard, Stripe webhooks, Drizzle+pgvector, Docker	—	✔ 11 Blueprints	✔ 11 Blueprints
Bank-Grade PostgreSQL RLS Migrations Multi-tenant row-level security isolating tenant data	—	✔ Included	✔ Included
Local Pre-Commit AI Guardrail Hook `pre-commit-guard.sh` blocks secret leaks and syntax errors	—	✔ Included	✔ Included
Standalone Offline Desktop Studio Offline HTML GUI & `Auterix-Pro-Production-Suite.zip` bundle	—	✔ Included	✔ Included
🤖 4. CI Automation, Rights & Upstream Delivery
White-Label Rights Remove Auterix branding in client deliverables and handoffs	—	—	Full White-Label
Support Channel Issue resolution and assistance	Public Discussions	Standard Support	Priority GitHub

🌟 THE AGENCY ADVANTAGE

Why Join the Private GitHub Repository?

🔄

Continuous Lifetime Git Sync

AI coding assistants release new features monthly. Run git pull upstream main to receive instant updates, new adapter configs, and fresh production stacks.

🤖

Automated GitHub Action PR Audit Bot

Deploy our turnkey CI workflow on your team's repos. The bot automatically reviews PRs, flags hallucinated imports, and halts merges that violate architectural boundaries.

💼

Commercial Client Rights

Use all 5 production starter codebases across unlimited commercial client projects with zero per-seat licensing fees.

⚡ Get Agency & Team Access ($39) → Compare All Access Tiers ↓

Already invited? Open GitHub Repo →

COMMON QUESTIONS

Frequently Asked Questions

Everything you need to know about the Auterix context engine, open-source core, and Pro access.

What exactly is Auterix, and why do I need it if I already pay for Cursor or Claude? +

Cursor, Claude, and Copilot are brilliant generative engines, but they lack persistent architectural context about your specific codebase. Without Auterix, they frequently hallucinate wrong package versions, leak API keys into client components, and write junior-level spaghetti code.

Auterix acts as an autonomous context orchestrator. It compiles deterministic rules, type boundaries, and security invariants into native rule files (.cursorrules, CLAUDE.md, .agents/) so your AI assistant behaves like a senior staff engineer on every single turn.

Is the Free Core truly free, or is it a trial? +

The Free Core is 100% free forever under the MIT License. There are no trials, no credit card requirements, and no feature gates on context generation. You can drop any project into the Web Studio or use the open-source CLI to compile rule files across all 21 supported AI tools indefinitely.

How does the Pro Mode Unlock work in the Web Studio? +

When you purchase Auterix Pro on Gumroad, you download Auterix-Pro-Production-Suite.zip. Click "Load Pro ZIP" in the top navigation or Studio header, and drop your ZIP file into the browser modal.

Auterix inspects the ZIP signatures 100% locally in your browser using JSZip. Your files are never uploaded to any server. Once verified, the Studio unlocks live previews and 1-click custom bundle downloads with production codebases included.

How do Agency & Team collaborators receive updates from the private repository? +

When you purchase the $39 Agency tier, provide your GitHub username at checkout. Our automated webhook immediately sends a collaborator invitation to SapanMozammel/auterix-pro.

You can clone the repository directly (git clone git@github.com:SapanMozammel/auterix-pro.git) and pull fresh updates whenever new AI tools or stack blueprints are released.

What is Cross-Agent Shared Memory, and how does it prevent context loss? +

When switching between Claude Code, Cursor, Windsurf, or Copilot, each AI tool previously started from scratch without knowing previous decisions or bugs. Cross-Agent Shared Memory (.ai/memory.md) provides a unified institutional knowledge base where all models record architectural invariants, conventions, and anti-patterns with npx auterix memory.

With automated post-commit ingestion, simply add --ai-note architecture to any git commit message, and the decision is automatically captured into .ai/memory.md — no manual steps required.

How does the Token-Optimized Schema Extractor save LLM prompt budget? +

Raw database schemas and ORM client files (like massive Prisma or Drizzle definitions) consume thousands of tokens when dumped into AI context. The extract-schema command distills table definitions, foreign keys, and indexes into ultra-compact, high-density Markdown that uses >70% fewer tokens while providing complete schema clarity.

Does Auterix send my code or architecture to any third-party server? +

Zero code transmission. Zero telemetry. Auterix is designed for bank-grade privacy. When you drop a package.json or ZIP into the Web Studio, all parsing, stack detection, and compilation occurs strictly in your browser's local memory via Web APIs and JSZip.