Devlog 14/10/2026 to 17/10/2026

What I’ve done

• Changed AI output handling
  • Added Title field
  • Handled Markdown output using markdown2 and Markup
  • Sanitised output using nh3
    • Specified allowed tags, attributes and url schemes to prevent attribute injection in links
• Changed AI input handling
  • Limited input length
  • Lowered temperature to make it less creative
  • Gave clear system instructions
  • Refactored prompt design using explicit tags
• Updated HTML
  • Removed nested tags in tags; incorrect HTML
  • Updated error flashing to display clearly
  • Included title field
• Moved some constants to .env
• Updated database queries to handle empty outputs/NONE outputs
• Added input truncation
• Updated sql schematic to include title field

What’s next?

• Continue to act on user feedback
• Look into changing AI models for reliability
• Update live version
• Add page icon