pinkycollie · pinkycollie · Mar 27, 2026 · Mar 28, 2026 · Mar 28, 2026 · Mar 29, 2026
diff --git a/.gitignore b/.gitignore
@@ -1,31 +1,27 @@
-# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
-
-# dependencies
-/node_modules
-
-# next.js
-/.next/
-/out/
-
-# production
-/build
-
-# debug
+# Node.js
+node_modules/
+dist/
 npm-debug.log*
 yarn-debug.log*
 yarn-error.log*
-.pnpm-debug.log*
-
-# env files
-.env*
-
-# typescript
-*.tsbuildinfo
-next-env.d.ts
-
-# Docker
-.docker/
-
-# Cache
-.cache/
-*.cache
+.npm
+.env
+.env.local
+.env.production
+.DS_Store
+
+# Next.js (Legacy)
+.next/
+out/
+
+# Build outputs
+build/
+target/
+
+# IDEs
+.vscode/
+.idea/
+
+# MBTQ Data
+data/
+logs/
diff --git a/Dockerfile b/Dockerfile
@@ -1,69 +1,26 @@
-# MBTQ AI Platform - Multi-stage Docker Build
-# Optimized for Generative AI and containerized deployment
-
-# Stage 1: Dependencies
-FROM node:18-alpine AS deps
-RUN apk add --no-cache libc6-compat
+# MBTQ Minimal Backend - Single Node Deployment
+FROM node:20-alpine AS deps
 WORKDIR /app
+COPY package.json package-lock.json* ./
+RUN npm ci
 
-# Install dependencies based on the preferred package manager
-COPY package.json yarn.lock* package-lock.json* pnpm-lock.yaml* ./
-RUN \
-  if [ -f yarn.lock ]; then yarn --frozen-lockfile; \
-  elif [ -f package-lock.json ]; then npm ci; \
-  elif [ -f pnpm-lock.yaml ]; then corepack enable pnpm && pnpm i --frozen-lockfile; \
-  else echo "Lockfile not found." && exit 1; \
-  fi
-
-# Stage 2: Builder
-FROM node:18-alpine AS builder
+FROM node:20-alpine AS builder
 WORKDIR /app
 COPY --from=deps /app/node_modules ./node_modules
 COPY . .
-
-# Environment for build
-ENV NEXT_TELEMETRY_DISABLED 1
-ENV NODE_ENV production
-
-# Build the application
 RUN npm run build
 
-# Stage 3: Production Runner
-FROM node:18-alpine AS runner
+FROM node:20-alpine AS runner
 WORKDIR /app
-
 ENV NODE_ENV production
-ENV NEXT_TELEMETRY_DISABLED 1
-
-# Create non-root user for security
-RUN addgroup --system --gid 1001 nodejs
-RUN adduser --system --uid 1001 nextjs
-
-# Copy public assets
-COPY --from=builder /app/public ./public
-
-# Set up Next.js output
-RUN mkdir .next
-RUN chown nextjs:nodejs .next
-
-# Copy standalone output
-COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
-COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
-
-# Copy services for runtime
-COPY --from=builder --chown=nextjs:nodejs /app/services ./services
-COPY --from=builder --chown=nextjs:nodejs /app/cli ./cli
-COPY --from=builder --chown=nextjs:nodejs /app/frontend-inject ./frontend-inject
-
-USER nextjs
-
-EXPOSE 3000
-
-ENV PORT 3000
-ENV HOSTNAME "0.0.0.0"
-
-# Health check
-HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
-  CMD wget --no-verbose --tries=1 --spider http://localhost:3000/api/health || exit 1
-
-CMD ["node", "server.js"]
+RUN addgroup --system --gid 1001 nodejs && adduser --system --uid 1001 mbtq-user
+COPY --from=builder /app/dist ./dist
+COPY --from=builder /app/package.json ./package.json
+COPY --from=builder /app/node_modules ./node_modules
+COPY --from=builder /app/components ./components
+COPY --from=builder /app/templates ./templates
+USER mbtq-user
+EXPOSE 3001
+ENV PORT 3001
+HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 CMD wget --no-verbose --tries=1 --spider http://localhost:3001/_health || true
+CMD ["node", "dist/server/index.js"]
diff --git a/README.md b/README.md
@@ -1,38 +1,46 @@
-# AI Framework for Deaf Inclusion
+# MBTQ Generative AI Platform - Backend Services
 
-A comprehensive framework for building Deaf-inclusive web applications with AI-powered sign language recognition, WCAG-compliant components, and accessibility-first design.
+A high-performance, Deaf-inclusive **Full Generative Developer Platform** focused on sign language recognition, translation, and accessibility. This is the **backend-only** version, providing a frontend-agnostic API layer for various clients (Unity, Mobile, Web) to generate accessible UI components and systems.
 
-[![WCAG 2.1 AA](https://img.shields.io/badge/WCAG-2.1%20AA-green.svg)](https://www.w3.org/WAI/WCAG21/quickref/)
-[![Deaf Inclusive](https://img.shields.io/badge/Deaf-Inclusive-blue.svg)](#deaf-inclusion-features)
-[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
+## 🌟 Vision
 
-## 🌟 Key Features
+MBTQ is not just a sign language tool; it is a full generative platform designed to create accessible digital experiences for the Deaf and hard-of-hearing community. Inspired by the long-term functionality of tools like v0 and Gemini, MBTQ provides a secure, agnostic architecture for generating React, Vite, and 3D assets.
 
-### Accessible Components
-- **AccessibleVideoPlayer**: WCAG 2.1 AA compliant video player with built-in captioning and sign language overlay
-- **SignLanguageOverlay**: Real-time sign language video overlay supporting ASL, BSL, Auslan, NZSL, LSF, DGS, JSL
-- **AccessibleCaptionDisplay**: Customizable caption display with high contrast options
+## 🚀 Key Features
 
-### Machine Learning Models
-- **Vision Models**: Pre-trained models for sign language recognition with MediaPipe and TensorFlow.js
-- **Language Models**: ASL/BSL syntax translation with grammar rule support
-- **Accessibility Standards Generator**: Automated WCAG compliance checking
+- **Generative Code Engine**: Generate React/Vite components and templates with built-in accessibility.
+- **Sign Language AI**: Real-time sign recognition and text-to-sign translation services.
+- **PinkSync Estimator**: Resource estimation for sync and generative tasks.
+- **Agnostic API**: Secure REST API built with Express, TypeScript, and Zod.
+- **Source Library**: Extensive collection of Deaf-inclusive components and templates used as a reference for generation.
+- **Deaf-Centric RSS**: Aggregated feed of news and research relevant to the community.
+- **Containerized**: Production-ready Docker and Docker Compose setup.
 
-### Authentication
-- **DeafAUTH**: Visual-first authentication system with video verification and visual CAPTCHA
+## 📦 API Reference
 
-### Infrastructure
-- **MBTQ WCAG Action**: GitHub Action for CI/CD accessibility validation
-- **Fibonrose DAO Nodes**: Decentralized deployment infrastructure
-- **RSS Feed Aggregator**: Deaf-related content aggregation
+See [docs/API_AGNOSTIC.md](docs/API_AGNOSTIC.md) for detailed documentation.
 
-### Templates
-- Deaf Organization SaaS starter
-- Video Platform with ASL/BSL overlay
-- Educational Platform template
+## 🏗️ Architecture
+
+- **Backend**: Node.js, Express, TypeScript
+- **Database**: PostgreSQL (Neon Serverless)
+- **AI**: Integration with LLMs (Groq) and custom ML pipelines
+- **Security**: JWT, bcryptjs, Helmet, Rate Limiting
+- **Agnostic Layer**: Pure API layer serving any frontend (Unity, React, Vue, etc.)
+
+## 🎮 Visual Sign System Integration
+
+The platform integrates with the **SignLanguageAssistant** (Unity/Blender/Python). See the `SignLanguageAssistant` directory for technical details.
 
 ## 🚀 Quick Start
 
+### Prerequisites
+- Node.js 20+
+- Docker & Docker Compose
+- PostgreSQL (or Neon.tech account)
+
+### Installation
+
 ```bash
 # Clone the repository
 git clone https://github.com/pinkycollie/ai.mbtq.dev.git
@@ -42,167 +50,9 @@ cd ai.mbtq.dev
 npm install
 
 # Run development server
-npm run dev
-```
-
-## 📦 Component Usage
-
-### AccessibleVideoPlayer
-
-```tsx
-import { AccessibleVideoPlayer } from "@/components/accessibility"
-
-<AccessibleVideoPlayer
-  src="/videos/presentation.mp4"
-  title="Welcome Message"
-  captions={[
-    { src: "/captions/en.vtt", label: "English", language: "en", default: true }
-  ]}
-  signLanguageOverlay={{
-    videoSrc: "/signs/asl/welcome.mp4",
-    language: "asl",
-    position: "bottom-right"
-  }}
-/>
+npm run dev &
 ```
 
-### SignLanguageOverlay
-
-```tsx
-import { SignLanguageOverlay } from "@/components/accessibility"
-
-<SignLanguageOverlay
-  text="Hello, welcome to our platform"
-  language="asl"
-  genAslEndpoint={process.env.AWS_GENASL_ENDPOINT}
-  size="medium"
-  position="bottom-right"
-/>
-```
-
-### DeafAUTH Integration
-
-```tsx
-import { DeafAUTHService } from "@/lib/deaf-auth"
-
-const deafAuth = new DeafAUTHService({
-  visualTwoFactor: true,
-  signLanguage: "asl",
-  visualCaptcha: true
-})
-
-// Create user with Deaf-friendly defaults
-const user = await deafAuth.createUser(email, password, {
-  isDeaf: true,
-  preferredSignLanguage: "asl"
-})
-```
-
-## 🔧 Machine Learning
-
-### Sign Language Recognition
-
-```typescript
-import { createSignRecognitionModel } from "@/lib/ml"
-
-const model = createSignRecognitionModel("asl", "balanced")
-await model.load()
-
-const result = await model.recognize(videoFrame)
-console.log(result.sign, result.confidence)
-```
-
-### Text to Sign Translation
-
-```typescript
-import { SignLanguageTranslator } from "@/lib/ml"
-
-const translator = new SignLanguageTranslator("asl")
-const result = translator.translate("Hello, how are you?")
-console.log(result.signSequence) // [{sign: "HELLO"}, {sign: "HOW"}, ...]
-```
-
-## 🔍 WCAG Compliance
-
-This project includes a GitHub Action for automated WCAG compliance checking:
-
-```yaml
-# .github/workflows/mbtq-wcag-check.yml
-# Runs on push/PR to validate accessibility
-```
-
-The action checks:
-- Caption presence in video content
-- Sign language overlay implementation
-- Keyboard accessibility
-- Color contrast ratios
-- ARIA labels and roles
-
-## 📂 Project Structure
-
-```
-├── app/                    # Next.js application
-│   ├── api/               # API routes
-│   │   ├── rss/           # RSS feed aggregator
-│   │   └── ...
-│   └── ...
-├── components/
-│   ├── accessibility/     # Deaf-inclusive components
-│   │   ├── AccessibleVideoPlayer.tsx
-│   │   ├── SignLanguageOverlay.tsx
-│   │   └── AccessibleCaptionDisplay.tsx
-│   └── ui/               # Base UI components
-├── lib/
-│   ├── ml/               # Machine learning utilities
-│   │   ├── vision-models.ts
-│   │   └── language-models.ts
-│   └── deaf-auth/        # DeafAUTH integration
-├── templates/            # SaaS starter templates
-└── .github/workflows/    # CI/CD workflows
-```
-
-## 🌐 Deployment
-
-### Vercel (Recommended)
-```bash
-vercel deploy
-```
-
-### Fibonrose DAO Nodes
-```bash
-docker build -t fibonrose-registry/app:latest .
-fibonrose deploy --config fibonrose.config.yml
-```
-
-See [docs/DEPLOYMENT.md](docs/DEPLOYMENT.md) for detailed instructions.
-
-## 📖 Documentation
-
-- [API Documentation](docs/API.md)
-- [Deployment Guide](docs/DEPLOYMENT.md)
-- [Contributing Guide](docs/CONTRIBUTING.md)
-- [SignLanguageAssistant](SignLanguageAssistant/README.md)
-
-## 🤝 Contributing
-
-We welcome contributions! Please see [docs/CONTRIBUTING.md](docs/CONTRIBUTING.md).
-
 ## 📄 License
 
 MIT License - See [LICENSE](LICENSE)
-
----
-
-## Legacy Documentation
-
-### Repository Goals
-This repository aims to improve understanding of system integration, AI workflow, and microservices, specifically focusing on `DeafAUTH`, `PinkSync`, and `Fibonrose`.
-
-### Architectural Compatibility
-To facilitate this understanding, [mbtq_architecture.html](mbtq_architecture.html) has been linked as a key component.
-
-### Backend Transition: Flask to FastAPI
-We are transitioning our backend from Flask to FastAPI for better performance and scalability. This transition aims to leverage FastAPI's asynchronous capabilities and automatic generation of API documentation.
-
-### Blockchain Node Logging Strategy
-Detailed logging strategies for blockchain nodes will be embedded to enhance traceability and performance monitoring. Strategies include transaction logging, error reporting, and performance benchmarks.
diff --git a/app/api/auth/[...nextauth]/route.ts b/app/api/auth/[...nextauth]/route.ts