claude-os/docs/PRODUCTION_DEPLOYMENT.md

Claude OS Production Deployment Guide for PISTN

Date: 2025-10-30 Server: Rails App Server (16 CPU / 32GB RAM / 640GB Storage) Database: SQLite (simple, fast for read-heavy workloads)

Overview

Deploy Claude OS to PISTN production server to power the DocumentationAssistant with AI-powered documentation search and Q&A.

Server Architecture

PISTN Production Server (staging.pistn.com)
├── Rails App :80/:443 (existing)
│   └── DocumentationAssistant (calls Claude OS)
├── MySQL (remote/hosted) (existing)
├── Redis :6379 (existing)
└── Claude OS (NEW)
    ├── MCP Server :8051
    ├── SQLite database (local file)
    └── Ollama :11434 (CPU mode, llama3.1:8b)

Resource Allocation

Before Claude OS:

• Rails + Nginx: ~4-6 CPUs, 8-12GB RAM
• Redis: ~1 CPU, 2GB RAM
• Available: 9-10 CPUs, 18-20GB RAM

After Claude OS:

• Flask MCP Server: ~1-2 CPUs, 2GB RAM
• Ollama (CPU): ~2-4 CPUs, 4-8GB RAM
• SQLite: minimal overhead
• Total Claude OS: ~3-6 CPUs, 6-10GB RAM

Remaining: 3-7 CPUs, 8-14GB RAM for traffic spikes

Deployment Steps

1. Copy Deployment Script to Server

# From your Mac
scp /tmp/deploy-claude-os-production.sh deploy@staging.pistn.com:/tmp/

# SSH into server
ssh deploy@staging.pistn.com

2. Run Deployment Script

# Make executable and run
chmod +x /tmp/deploy-claude-os-production.sh
/tmp/deploy-claude-os-production.sh

The script automatically:

• ✅ Installs Python 3.11, Git, Nginx
• ✅ Clones Claude OS from GitHub
• ✅ Sets up Python virtual environment
• ✅ Creates SQLite database directory
• ✅ Installs Ollama
• ✅ Pulls llama3.1:8b model (~4.7GB)
• ✅ Creates systemd services
• ✅ Configures firewall
• ✅ Sets up Nginx reverse proxy
• ✅ Creates helper scripts (update, backup)
• ✅ Sets up daily backups (2am cron)
• ✅ Runs health checks

3. Initialize PISTN Knowledge Bases

# Create project
curl -X POST "http://localhost:8051/api/projects" \
  -H "Content-Type: application/json" \
  -d '{
    "project_name": "Pistn",
    "tech_stack": "Ruby on Rails 4.2",
    "database": "MySQL",
    "description": "Automotive service management platform"
  }'

# Import PISTN documentation
curl -X POST "http://localhost:8051/api/kb/Pistn-knowledge_docs/import" \
  -d "directory_path=/var/www/pistn/current/docs"

# Verify knowledge bases created
curl "http://localhost:8051/api/kb/list"

4. Update PISTN Rails App

Add to /var/www/pistn/shared/.env:

CLAUDE_OS_URL=http://localhost:8051

Update DocumentationAssistantService:

# app/services/documentation_assistant_service.rb
class DocumentationAssistantService
  CLAUDE_OS_URL = ENV['CLAUDE_OS_URL'] || 'http://localhost:8051'
  
  def self.query(question)
    response = HTTParty.post(
      "#{CLAUDE_OS_URL}/api/query",
      body: {
        kb_name: 'Pistn-knowledge_docs',
        query: question,
        use_hybrid: true,
        use_rerank: true
      }.to_json,
      headers: { 'Content-Type' => 'application/json' },
      timeout: 30
    )
    
    if response.success?
      response.parsed_response
    else
      { error: "Claude OS unavailable", status: response.code }
    end
  rescue => e
    { error: e.message }
  end
end

Update DocumentationAssistant Controller:

# app/controllers/system_admin/documentation_assistant_controller.rb
def query
  result = DocumentationAssistantService.query(params[:question])
  
  if result[:error]
    render json: { error: result[:error] }, status: :service_unavailable
  else
    render json: result
  end
end

Redeploy Rails app:

cap production deploy

5. Test Integration

# Test Claude OS directly
curl -X POST "http://localhost:8051/api/query" \
  -H "Content-Type: application/json" \
  -d '{
    "kb_name": "Pistn-knowledge_docs",
    "query": "How do I set up auto-accept appointments?"
  }'

# Test via Rails app (from browser or curl)
# Visit: https://staging.pistn.com/system_admin/documentation_assistant

Management Commands

Service Control

# Start/Stop/Restart
sudo systemctl start claude-os
sudo systemctl stop claude-os
sudo systemctl restart claude-os

# Check status
sudo systemctl status claude-os
sudo systemctl status ollama

# View logs
sudo journalctl -u claude-os -f
sudo journalctl -u ollama -f

# Or view log files directly
tail -f /opt/claude-os/logs/claude-os.log
tail -f /opt/claude-os/logs/ollama.log

Updates

# Update Claude OS to latest version
cd /opt/claude-os
./update.sh

# Or manually:
cd /opt/claude-os
git pull origin main
source venv/bin/activate
pip install -r requirements.txt
sudo systemctl restart claude-os

Backups

# Manual backup
/opt/claude-os/backup.sh

# Backups are automatically created daily at 2am
# Location: /opt/claude-os-backups/

# Restore from backup
sudo systemctl stop claude-os
cp /opt/claude-os-backups/claude-os-YYYYMMDD_HHMMSS.db \
   /opt/claude-os/data/claude-os.db
sudo systemctl start claude-os

Health Checks

# Check MCP server
curl http://localhost:8051/health

# Check Ollama
curl http://localhost:11434/api/tags

# List knowledge bases
curl http://localhost:8051/api/kb/list

# Get KB stats
curl http://localhost:8051/api/kb/Pistn-knowledge_docs/stats

Monitoring

Resource Usage

# CPU and RAM usage
htop

# Check Claude OS process
ps aux | grep python | grep mcp_server

# Check Ollama process
ps aux | grep ollama

# Disk usage
df -h /opt/claude-os

Performance Metrics

# Response time test
time curl -X POST "http://localhost:8051/api/query" \
  -H "Content-Type: application/json" \
  -d '{"kb_name":"Pistn-knowledge_docs","query":"test"}'

# Expected: 1-5 seconds for simple queries
# Expected: 5-15 seconds for complex queries

Troubleshooting

Claude OS won't start

# Check logs
sudo journalctl -u claude-os -n 100

# Common issues:
# 1. Port already in use
sudo lsof -i :8051

# 2. Python dependencies missing
cd /opt/claude-os
source venv/bin/activate
pip install -r requirements.txt

# 3. Database permissions
ls -la /opt/claude-os/data/
chown deploy:deploy /opt/claude-os/data/claude-os.db

Ollama won't start

# Check logs
sudo journalctl -u ollama -n 100

# Verify model downloaded
ollama list

# Re-pull model if needed
ollama pull llama3.1:8b

Slow responses

# Check if Ollama is using CPU (not GPU)
ollama list

# Check system load
uptime
htop

# Reduce model size if needed (faster but less accurate)
ollama pull llama3.1:3b
# Update config to use smaller model

Database locked errors

# SQLite database locked (rare)
# Check for multiple processes
ps aux | grep claude-os

# Restart service
sudo systemctl restart claude-os

Security Considerations

1. Firewall: Claude OS only accessible from localhost (127.0.0.1)
2. No external access: MCP server not exposed to internet
3. Rails app proxy: All external requests go through Rails authentication
4. Backups: Daily backups kept for 7 days
5. Updates: Regular security updates via update.sh

Performance Optimization

For Better Performance

1. Use smaller Ollama model (faster, less RAM):

   ollama pull llama3.1:3b
   # Update claude-os-config.json model to "llama3.1:3b"
   

2. Limit concurrent requests in Rails:

   # Add request throttling to controller
   before_action :throttle_requests
   

3. Cache frequent queries in Redis:

   def query(question)
     Rails.cache.fetch("claude_os:#{question}", expires_in: 1.hour) do
       DocumentationAssistantService.query(question)
     end
   end
   

Cost Analysis

Server Resources Used:

• CPUs: 3-6 cores (~20-40% of available)
• RAM: 6-10GB (~20-30% of available)
• Storage: ~10GB (model + database + logs)

Additional Costs:

• $0 - Running on existing server
• No API costs (local Ollama, not OpenAI)
• No extra database costs (SQLite)

Total Cost: $0 per month (uses existing infrastructure)

Future Enhancements

1. Add more knowledge bases:

   • Support tickets archive
   • Common solutions database
   • Tekmetric integration guides

2. Improve responses:

   • Fine-tune on PISTN-specific data
   • Add conversation history
   • Multi-turn dialogues

3. Scale if needed:

   • Move to dedicated server if traffic increases
   • Use GPU for faster inference
   • Upgrade to PostgreSQL if concurrent writes needed

Support

Logs Location:

• Claude OS: /opt/claude-os/logs/claude-os.log
• Ollama: /opt/claude-os/logs/ollama.log
• Systemd: sudo journalctl -u claude-os

Configuration:

• /opt/claude-os/claude-os-config.json
• /var/www/pistn/shared/.env

Helper Scripts:

• Update: /opt/claude-os/update.sh
• Backup: /opt/claude-os/backup.sh

---

Deployment Date: 2025-10-30 Server: staging.pistn.com (16 CPU / 32GB RAM) Status: Ready for production use