07 July, 2025 - Last week in TI
- Rahul Subramaniam
- Releases
- July 7, 2025
Timeback Anti-patterns
Successfully scaled video processing to handle 1000 videos with improved infrastructure and AI accuracy. Load testing validated progressive scaling from 10 to 1000 videos.
- 1000-video bulk processing capability with 6 hours processing time
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72.27% F1 Score accuracy on new antipattern
Distractiondetection on initial attempt - Infrastructure optimized with significant reduction in processing time
- Smart batching system for efficient API usage
- Comprehensive scaling analysis with token usage metrics
- Gemini video analysis and using FFPEG optimmaly for video clipping insights posted on X
Prism Extension: Precision Engagement
Prism Extension just got sharper — you can now reply directly to any comment within tweet threads, enabling context-rich engagement right where it matters.
- Reply to specific comments in Twitter threads
- Enhance context in conversations
- Ideal for targeted audience interaction
Vibe Marketing: Smarter Social Insights
With Twitter integration and a dashboard that adapts to your needs, Vibe Marketing now delivers more control and insight than ever before.
- Connect your Twitter for performance insights
- Personalized dashboard surfaces exactly what you need
- Coming Soon: Smart post scheduling for optimal reach
- Coming Soon: Google Ads and LinkedIn integrations
History Quest: Daily Stories & New Voices
History Quest now delivers a slice of the past every day — with rich daily stories, new historical personalities to chat with, and a smoother experience overall.
- Daily history stories with facts and links
- 12 new historical voices including Gandhi and an Aztec merchant
- Broken link errors fixed for seamless exploration
Athena Applets
Sophisticated AI-powered educational content system that transforms learning standards and educational concepts into fully interactive lessons.
- Unit 7 - Time Interval Word Problems: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_time_intervals_lesson
- Unit 7 - Measuring Liquid Volume: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_measuring_liquid_volume
- Unit 7 - Measuring Mass: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_measuring_mass
- Unit 7 - Mass and Volume Problems: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_mass_volume_problems
- Unit 8 - Solving One-Step Data Display Problems: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_data_display_problems
- Unit 9 - Measuring Area with Unit Squares: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_measuring_area_unit_squares
- Unit 9 - Areas of Rectangles: http://learn.ti.trilogy.com/lesson?lesson=grade4_math_areas_rectangles
- Unit 9 - Areas of Rectangles Word Problems: https://learn.ti.trilogy.com/lesson?lesson=grade4_math_rectangle_area_word_problems
- Unit 9 - Finding Area with the Distributive Property: http://learn.ti.trilogy.com/lesson?lesson=grade3_math_area_distributive_property
- Unit 9 - Additive Area: https://learn.ti.trilogy.com/lesson?lesson=grade5_math_additive_area
- Unit 9 - Perimeter: http://learn.ti.trilogy.com/lesson?lesson=grade3_math_perimeter
- Unit 9 - Perimeter Word Problems: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_perimeter_word_problems
- Unit 9 - Area and Perimeter: https://learn.ti.trilogy.com/lesson?lesson=grade4_math_area_perimeter
BrainTrust
Revolutionary agent-as-tool functionality that opens up entirely new possibilities for building powerful, interconnected workflows. Set up agent networks in minutes without any coding.
- 2HL Schools Expert: Advanced agent that adheres to Spiky POV for 2HL schools, performs deep research using web and rich Supabase dataset. Generate reports far superior to standard platforms.
- Agent-as-Tool Networks: Use AI agents as tools for other agents, creating powerful interconnected workflows. Deep research agent serves as tool for 2HL schools expert, with reviewer agent for quality assurance.
- Selective MCP Tool Integration: Include or exclude specific tools from MCP servers to reduce noise and ensure better agent performance with focused toolsets.
- Seamless Workflowy & GitHub Integration: Paste Workflowy links or use intuitive node picker. Add entire GitHub repos or folders as context at project, space or global level.
- Enhanced Agent Awareness: Agents now understand conversations between moderator and other agents, significantly improving response quality and context understanding.
MCP Hive
Enhanced MCP capabilities with resource support, improved prompt management, and streamlined server onboarding for better developer experience.
- Resources Support: Full integration of MCP resources enabling richer data access and manipulation capabilities within the platform.
- Enhanced Prompt Management: Improved interface for creating, editing, and organizing prompts with better user experience and workflow efficiency.
- Simplified MCP Server Onboarding: Revolutionary simplified process that combines S3 upload, command generation, and onboarding into a single endpoint, eliminating the previous 3-step workflow for onboarding public MCP servers
- Hive Update Capability: Enable updates for hives that were onboarded from public MCP servers, allowing seamless version management and feature updates.
- Zip File Inspection: New endpoint to validate and inspect zip files before onboarding, ensuring compatibility and preventing deployment issues.
Legal Intake
Streamlined user management and enhanced AI collaboration with new invitation system and improved review suggestions workflow.
- User Invitation System: Legal admins can now invite users directly through the Manage Users Page with role assignment and email-based invitation links.
- Enhanced AI Review Suggestions: AI-powered review’s suggested answers are now copy-pasted to the message box instead of auto-submitted, allowing users to review and modify before sending.
- 5 Intake Systems Onboarded: Lance Jones successfully onboarded 5 specialized intake systems: Dev Vendor Intake (software vendor contract review), Non-Strategic and Non-Software Intake (routine service contract review), Sales Side SaaS (software sales agreement markup), School Licensing Intake (school software licensing agreements), and School Property Leases (school lease contract review).
- 5+ Non-Legal User Requests: Generated more than 5 requests from non-legal users across these intake systems, demonstrating moving forward from alpha testing.
Sign Sure
Enhanced transparency and tracking for multi-signatory workflows with improved user experience and clearer messaging throughout the signing process.
- Enhanced Token URL Transparency: Token URL now clearly displays who sent the case for signing, providing complete visibility into workflow originator.
- Improved Multi-Signatory Tracking: System tracks and displays exactly which signatory was chosen by the case creator, reflected in Activity History.