Media & Attachment Handling

• Implemented comprehensive media upload pipeline supporting multiple file types
  • Added processing for PDF, GIF, and complex image formats like HEIC
  • Transcoding for many video and audio file types
  • Created lambda-based variant generation for thumbnails
  • Migrated legacy ActiveStorage attachments to custom media attachment system
  • Added secure JWT-based validation for secure client-side file uploads

AI and Agent Chat Improvements

• Enhanced PDF handling in agent chats
  • Developed full PDF content reading capability (beyond first page) via download media agent tool
  • Improved AI content analysis for multiple file types
• Enhanced video handling in agent chats
  • Supply “storyboard” to agent for visual overview of full video

Infrastructure Updates

• Migrated primary domain from synthetictraffic.com to output.app
  • Updated GSuite configuration
  • Set up Mailgun email services

Performance and Security

• Resolved internal errors in file processing pipeline
• Fixed agent chat index display to show correct conversations
• Added content-disposition header for uploaded attachments

Emoji and Rendering

• Improved emoji rendering quality
  • Fixed blurry emoji display at 64px resolution
  • Added missing emoji PNG files

Platform Optimization

• Refined search and summary generation tool usage
• Improved internal tooling for content processing and display