Evolving

Evolving Content

Content on this site is continuously updated through research automation and AI-powered content generation.

Latest Evolution

2026-06-04 — Major Content Refresh

• Rewrote all 4 topic pages with comprehensive, curated content
• Fixed tag arrays: Changed from comma-separated strings ("ai, content") to proper arrays ("ai", "content")
• Updated all dates: From stale 2024-01-01 to current 2026-06-04
• Removed placeholder content: Replaced empty “Key Findings” sections with real information
• Fixed research doc: Removed Svelte references, added API failure handling notes
• Improved research script: Added result-count check to prevent overwriting good content with empty stubs

Evolution Strategy

1. Daily research scan via cron (03:00)
2. Content freshness tracking via front matter dates
3. Quality validation: Tag arrays, source attribution, content completeness
4. Incremental updates: Append new findings, preserve curated content
5. Discord reporting after each evolution cycle

Topic Status