Automating a Solopreneur Operation: The Systems Behind 100+ Apps

Managing 100+ deployed apps, 45 knowledge domains, and multiple business streams as one person would be impossible without heavy automation. Here's the system.

The Automation Stack

┌─────────────────────────────────────────┐
│           AI Assistant (MCP)            │
│   Natural language → Infrastructure     │
├────────────┬────────────┬───────────────┤
│  Vercel    │ Cloudflare │   GitHub      │
│  Deploy    │  Workers   │   CI/CD       │
├────────────┼────────────┼───────────────┤
│ PostgreSQL │  Supabase  │   Stripe      │
│   Data     │  Edge Fn   │   Revenue     │
├────────────┼────────────┼───────────────┤
│ Analytics  │  Uptime    │   Error       │
│  GA4/CA    │  Monitor   │   Logs        │
└────────────┴────────────┴───────────────┘

1. Deployment Automation

Every project follows the same pattern:

# One command deploys any project
cd project-dir && echo "y" | vercel --prod

But the real automation is in batch operations. When I need to update a shared dependency across 20 projects:

for dir in $(find . -name "package.json" -path "*/book-*/*" -exec dirname {} \;); do
  (cd "$dir" && npm update shared-lib && echo "y" | vercel --prod)
done

2. Monitoring & Alerting

Uptime Monitoring

Every project has an uptime check via my Status Page app. If a site goes down:

1. Alert fires to Telegram
2. Error logs are captured automatically
3. AI analyzes the error and suggests a fix
4. If it's a simple deploy fix, AI can redeploy via MCP

Analytics Aggregation

Instead of checking 100 Vercel dashboards, I aggregate analytics:

• Cloudflare Analytics — Traffic, bandwidth, threats across all domains
• Google Analytics — User behavior on the main portfolio
• Custom tracking — Per-project events via the Tracking app

3. Content Pipeline

Blog Posts

Idea → Draft (MDX) → Local Preview → Deploy → RSS Feed → Social

The content pipeline is integrated with the portfolio. New blog posts automatically appear in:

• The blog listing page
• RSS feeds (English + Thai)
• The newsletter archive
• Social media previews

Knowledge Base Updates

Each of the 45 domains has curated content. Updates follow:

Research → Article → Domain Page → Cross-links → Deploy

4. AI-Assisted Development

MCP-Powered Workflow

Through the MCP server, I can:

• Deploy any project via conversation
• Check analytics without opening dashboards
• Manage DNS records on Cloudflare
• Query databases for business metrics
• Create GitHub issues for bug tracking

Code Generation

AI assists with:

• Scaffolding new projects (shared template)
• Writing boilerplate (API routes, components)
• Debugging build errors
• Writing tests for critical paths

5. Revenue Automation

Multiple revenue streams, all automated:

| Stream | Platform | Automation | |--------|----------|------------| | Digital Products | Own store | Auto-delivery via email | | Freelance | Multiple platforms | Profile management | | Ad Revenue | Cloudflare/Google | Passive analytics | | Subscriptions | Stripe | Recurring billing |

6. Database & Backup

Automated Backups

# Daily backup script
sqlite3 data/solo-empire.db ".backup '/tmp/backup.db'"
gzip /tmp/backup.db
# Upload to Cloudflare R2

Backups run daily with retention policies. The database stores:

• Project metadata
• Analytics snapshots
• Content drafts
• Business records

7. The Daily Routine

My automated morning briefing:

1. System status — All 100+ sites checked
2. Analytics summary — Traffic, errors, revenue
3. Deployment log — What deployed in the last 24h
4. Content pipeline — Drafts in progress, scheduled posts
5. Action items — What needs human attention

Key Principles

1. Automate the repeatable — If you do it twice, script it
2. Monitor the critical — Alert on what matters, ignore noise
3. AI for the complex — Let AI handle analysis and suggestions
4. Human for the creative — Focus energy on strategy and content

The Numbers

• 100+ deployed applications
• 45 knowledge domains maintained
• ~2 hours/day actual hands-on work
• ~8 hours automated work while I sleep
• 0 full-time employees

The solopreneur's leverage isn't working harder — it's building systems that work while you don't. Automation turns one person into a team.