AI-powered research automation that feeds content back into the documentation system.
How It Works
- Daily research scan via cron (03:00) — searches for latest developments
- Content generation — Hugo markdown files created from research findings
- Quality validation — tag arrays, source attribution, content completeness
- Auto-deploy — Hugo build → Nginx reload → live site
Research Script
The research-automation.py script uses DuckDuckGo to find relevant content, then generates structured Hugo markdown with proper frontmatter. Fallback curated content ensures quality even when search APIs are blocked.
Related
- Research Automation Details — Full technical documentation
- Evolving — Content evolution changelog