Research

AI-powered research automation that feeds content back into the documentation system.

How It Works

  1. Daily research scan via cron (03:00) — searches for latest developments
  2. Content generation — Hugo markdown files created from research findings
  3. Quality validation — tag arrays, source attribution, content completeness
  4. 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.

Research Jun 5

Research Automation

Research Automation System Overview The LLM-Wiki features an automated research system that continuously discovers, …

research automation pipeline