We’re excited to announce several significant improvements to Assembly, including enhanced context management, local repository support, and powerful new tool integrations.

​
🌟 Highlights

​
Threads

  • Threads are here! Jump into deep work with all relevant context dynamically surfaced in front of you. No more crawling through Github, Slack, Google Drive, Notion, Jira, Slack, or context-switching between them.

  • Start Assembly sessions from Threads

​
Improved Context Management

  • Smart Context Handling: New flexibility in Thread creation with optional empty context support

  • Enhanced Repository Management: Improved validation and state management for repositories

  • Intelligent Retrieval: New LLM-based fallback system for finding relevant repositories in threads

​
Local File Sync (LFS) Support

  • Complete Local Repository Integration:

    • New dedicated settings page for local repositories

    • Enhanced “Plus” functionality for local repos

    • Improved data model for better performance

    • Reduced memory usage for large repos

    • Shared state across different sessions

​
Workflow Enhancements

  • Better Navigation: Direct access to workflows from landing page

  • UI Improvements: Fixed visibility issues with new workflows

  • Enhanced Grid View: Improved workflow card display

​
🔧 Technical Improvements

​
Performance & Stability

  • Data Model Optimization: Improved admin initialization

  • Index State Management: New Firestore data model implementation

For detailed technical information or specific questions about these updates, please reach out to our support team.

Factory Preview Release (0.11 Beta)