diff --git a/deployment/DEPLOYMENT.md b/deployment/DEPLOYMENT.md
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+# Deployment Guide
+
+This document describes how to deploy the Randebu Trading Bot application to a production server.
+
+## Prerequisites
+
+- Debian server with 8GB RAM, 4 cores
+- Python 3.10+
+- Node.js 18+
+- Nginx
+- SSL certificate (Let's Encrypt)
+- SSH access to server
+
+## Server Structure
+
+```
+/var/www/
+  └── bot/
+      ├── backend/          # Backend application (FastAPI)
+      ├── frontend/         # Frontend static files (SvelteKit build)
+      └── data/             # SQLite database and app data
+```
+
+## Step-by-Step Deployment
+
+### 1. Clone Repository
+
+```bash
+ssh user@your-server
+sudo mkdir -p /var/www/bot
+sudo chown -R $USER:$USER /var/www/bot
+cd /var/www/bot
+git clone https://git.fbrns.co/shoko/randebu.git .
+```
+
+### 2. Setup Backend
+
+```bash
+cd /var/www/bot/src/backend
+
+python3 -m venv venv
+source venv/bin/activate
+pip install -r requirements.txt
+
+mkdir -p /var/www/bot/data
+```
+
+### 3. Configure Environment
+
+Copy and configure the environment file:
+
+```bash
+cp src/backend/.env.example /var/www/bot/data/.env
+nano /var/www/bot/data/.env
+```
+
+Update these values:
+- `SECRET_KEY` - Generate a secure key
+- `DATABASE_URL` - Update path to `/var/www/bot/data/app.db`
+- `MINIMAX_API_KEY` - Your API key
+- `AVE_API_KEY` - Your API key
+
+### 4. Build Frontend
+
+```bash
+cd /var/www/bot/src/frontend
+npm install
+npm run build
+
+# Move build to expected location
+mkdir -p /var/www/bot/frontend
+cp -r build/* /var/www/bot/frontend/
+```
+
+### 5. Configure Nginx
+
+Copy the nginx template and modify as needed:
+
+```bash
+sudo cp /var/www/bot/deployment/scripts/nginx-template.conf /etc/nginx/sites-available/bot.yourdomain.com
+sudo nano /etc/nginx/sites-available/bot.yourdomain.com
+```
+
+Update `bot.yourdomain.com` with your actual domain.
+
+Enable the site:
+
+```bash
+sudo ln -s /etc/nginx/sites-available/bot.yourdomain.com /etc/nginx/sites-enabled/
+sudo nginx -t
+sudo systemctl reload nginx
+```
+
+### 6. Setup SSL Certificate
+
+```bash
+sudo apt install certbot python3-certbot-nginx
+sudo certbot --nginx -d bot.yourdomain.com
+```
+
+### 7. Configure Systemd Service
+
+Copy and configure the systemd service:
+
+```bash
+sudo cp /var/www/bot/deployment/scripts/systemd-template.service /etc/systemd/system/ave-backend.service
+sudo nano /etc/systemd/system/ave-backend.service
+```
+
+Update `your-user` and `/var/www/bot` paths as needed.
+
+### 8. Start Backend Service
+
+```bash
+sudo systemctl daemon-reload
+sudo systemctl enable ave-backend
+sudo systemctl start ave-backend
+sudo systemctl status ave-backend
+```
+
+### 9. Configure Firewall
+
+```bash
+sudo ufw allow 22/tcp
+sudo ufw allow 80/tcp
+sudo ufw allow 443/tcp
+sudo ufw enable
+```
+
+### 10. Verify Deployment
+
+1. Visit `https://bot.yourdomain.com` - should show frontend
+2. Visit `https://bot.yourdomain.com/api/...` - should hit backend API
+3. Check backend logs: `sudo journalctl -u ave-backend -f`
+
+## Project Structure
+
+```
+/var/www/bot/
+├── deployment/              # Deployment scripts and templates
+│   ├── DEPLOYMENT.md       # This file
+│   └── scripts/
+│       ├── nginx-template.conf
+│       ├── systemd-template.service
+│       └── deploy.sh       # Automated deployment script
+├── src/
+│   ├── backend/            # FastAPI application
+│   │   ├── app/
+│   │   │   ├── api/       # API routes
+│   │   │   ├── core/      # Core functionality
+│   │   │   ├── db/        # Database models
+│   │   │   └── services/  # Business logic
+│   │   ├── run.py
+│   │   └── requirements.txt
+│   └── frontend/           # SvelteKit application
+│       ├── src/
+│       └── package.json
+├── data/                   # Runtime data (gitignored)
+│   ├── app.db             # SQLite database
+│   └── .env               # Environment variables
+└── frontend/              # Built frontend static files
+```
+
+## Troubleshooting
+
+### Backend won't start
+
+Check logs:
+```bash
+sudo journalctl -u ave-backend -n 100
+```
+
+Common issues:
+- Missing environment variables - check `.env` file
+- Port 8000 already in use - check configuration
+- Database path incorrect - verify paths
+
+### Nginx errors
+
+Test configuration:
+```bash
+sudo nginx -t
+```
+
+Check error logs:
+```bash
+sudo tail -f /var/log/nginx/error.log
+```
+
+### SSL certificate issues
+
+Renew certificate:
+```bash
+sudo certbot renew
+```
+
+Check certificate status:
+```bash
+sudo certbot certificates
+```
+
+## Useful Commands
+
+| Action | Command |
+|--------|---------|
+| Restart backend | `sudo systemctl restart ave-backend` |
+| View backend logs | `sudo journalctl -u ave-backend -f` |
+| Check nginx status | `sudo systemctl status nginx` |
+| Reload nginx | `sudo systemctl reload nginx` |
+| Check port 8000 | `curl http://localhost:8000/health` |
+
+## Rolling Updates
+
+To update the application:
+
+```bash
+cd /var/www/bot
+git pull
+cd src/backend && source venv/bin/activate && pip install -r requirements.txt
+sudo systemctl restart ave-backend
+```
+
+For frontend updates, rebuild and copy static files to `/var/www/bot/frontend`.
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diff --git a/deployment/scripts/deploy.sh b/deployment/scripts/deploy.sh
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+#!/bin/bash
+set -e
+
+DEPLOY_DIR="/var/www/bot"
+DOMAIN="bot.yourdomain.com"
+GIT_REPO="https://git.fbrns.co/shoko/randebu.git"
+BRANCH="main"
+
+echo "=== Randebu Deployment Script ==="
+echo "Deploy directory: $DEPLOY_DIR"
+echo "Domain: $DOMAIN"
+echo ""
+
+cd "$DEPLOY_DIR"
+
+echo "[1/6] Pulling latest code..."
+git pull origin "$BRANCH"
+
+echo "[2/6] Updating backend dependencies..."
+cd "$DEPLOY_DIR/src/backend"
+source venv/bin/activate
+pip install -r requirements.txt
+
+echo "[3/6] Rebuilding frontend..."
+cd "$DEPLOY_DIR/src/frontend"
+npm install
+npm run build
+mkdir -p "$DEPLOY_DIR/frontend"
+cp -r build/* "$DEPLOY_DIR/frontend/"
+
+echo "[4/6] Restarting backend service..."
+sudo systemctl restart ave-backend
+sleep 2
+sudo systemctl status ave-backend --no-pager
+
+echo "[5/6] Testing endpoints..."
+curl -s "http://localhost:8000/health" && echo ""
+curl -s -o /dev/null -w "Frontend: %{http_code}\n" "https://$DOMAIN/" || true
+
+echo "[6/6] Verifying SSL..."
+sudo certbot certificates 2>/dev/null | grep -A2 "$DOMAIN" || echo "No certificate found for $DOMAIN"
+
+echo ""
+echo "=== Deployment Complete ==="
+echo "Backend: https://$DOMAIN/api/"
+echo "Frontend: https://$DOMAIN/"
+echo "Backend logs: sudo journalctl -u ave-backend -f"
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diff --git a/deployment/scripts/nginx-template.conf b/deployment/scripts/nginx-template.conf
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+server {
+    listen 80;
+    server_name bot.yourdomain.com;
+
+    return 301 https://$server_name$request_uri;
+}
+
+server {
+    listen 443 ssl http2;
+    server_name bot.yourdomain.com;
+
+    ssl_certificate /etc/letsencrypt/live/bot.yourdomain.com/fullchain.pem;
+    ssl_certificate_key /etc/letsencrypt/live/bot.yourdomain.com/privkey.pem;
+    ssl_protocols TLSv1.2 TLSv1.3;
+    ssl_ciphers ECDHE-ECDSA-AES128-GCM-SHA256:ECDHE-RSA-AES128-GCM-SHA256:ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384;
+    ssl_prefer_server_ciphers off;
+    ssl_session_cache shared:SSL:10m;
+    ssl_session_timeout 1d;
+
+    root /var/www/bot/frontend;
+    index index.html;
+
+    location / {
+        try_files $uri $uri/ /index.html;
+    }
+
+    location /api/ {
+        proxy_pass http://127.0.0.1:8000/api/;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection 'upgrade';
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+        proxy_cache_bypass $http_upgrade;
+    }
+
+    location /ws/ {
+        proxy_pass http://127.0.0.1:8000/ws/;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection "upgrade";
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+    }
+
+    location ~* \.(js|css|png|jpg|jpeg|gif|ico|svg|woff|woff2)$ {
+        expires 1y;
+        add_header Cache-Control "public, immutable";
+    }
+
+    gzip on;
+    gzip_vary on;
+    gzip_min_length 1024;
+    gzip_types text/plain text/css text/xml text/javascript application/javascript application/xml+rss application/json;
+}
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diff --git a/deployment/scripts/systemd-template.service b/deployment/scripts/systemd-template.service
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+[Unit]
+Description=Randebu Trading Bot Backend
+After=network.target
+
+[Service]
+Type=simple
+User=your-user
+WorkingDirectory=/var/www/bot/src/backend
+Environment="PATH=/var/www/bot/src/backend/venv/bin"
+ExecStart=/var/www/bot/src/backend/venv/bin/python /var/www/bot/src/backend/run.py
+Restart=always
+RestartSec=10
+
+EnvironmentFile=/var/www/bot/data/.env
+
+StandardOutput=journal
+StandardError=journal
+SyslogIdentifier=ave-backend
+
+[Install]
+WantedBy=multi-user.target
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