
18 August, 2025 - Last week in TI
- Rahul Subramaniam
- Releases
- August 18, 2025

EduPaid v2.2.1: Support, Session & Provider Tools
EduPaid 2.2.1 focuses on smoother support, clearer onboarding and navigation, resilient sessions, and powerful tools for providers.
- Support Widget & Pipeline – New in‑app support widget lets users share issues directly; responses are routed through an improved support pipeline for faster resolution.
- Clearer Onboarding – More robust onboarding instructions reduce confusion and drop‑offs.
- Seamless Re‑auth – Automatic redirect on JWT expiration so users can re‑authenticate and start a fresh session seamlessly.
- Provider Emulation Portal – Secure website for providers to emulate a student’s dashboard experience.
- ESA Funds – Streamlined updates for faster, more reliable experience for providers and parents.
- Impact – Fewer blocked sessions, clearer navigation, better provider visibility, and quicker support responses.

Prism Twitter Extension: Introducing Tweet Finder
Your Twitter experience just got a major upgrade with the addition of Tweet Finder, a powerful new feature that revolutionizes how you discover and interact with content on the platform.
- 🔍 Smart Tweet Discovery – Find tweets and conversations with intelligent, context-aware search.
- 🧭 Enhanced Content Navigation – Navigate Twitter more efficiently to find relevant content.
- 🔗 Seamless Integration – Works within your existing Twitter workflow without disruption.

LearnLens: Enhanced Learning Experience with Improved Reliability
This update focuses on making LearnLens more reliable, accessible, and intelligent across all your learning sessions with global accessibility improvements.
- 🌍 AI Chat Language Support – Conversations in multiple languages with proper formatting for Arabic, Chinese, Japanese, and more.
- 🔧 Improved Extension Reliability – Consistent access on every YouTube video with enhanced loading reliability.
- ⚡ Optimized Performance – Faster initialization and responsive interactions with improved YouTube interface detection.

Athena Applets
Sophisticated AI-powered educational content system that transforms learning standards and educational concepts into fully interactive lessons.
- Unit 3 - Multiples of 10: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NBT.A.3%2B1
- Unit 3 - Two-Step Multiplication and Division Word Problems: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.OA.D.8%2B5
- Unit 3 - Finding Missing Terms in Patterns: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.OA.D.9%2B4
- Unit 3 - Patterns in Sequences: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.OA.D.9%2B2
- Unit 5 - Multidigit Subtraction: https://learn.ti.trilogy.com/lesson?lesson=multidigit_subtraction
- Unit 5 - Addition and Subtraction Word Problems with Three Digits: http://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NBT.A.2%2B3
- Unit 6 - Unit Fraction Models: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NF.A.1%2B2
- Unit 6 - Modeling Real World Fractions: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NF.A.2.B%2B3
- Unit 6 - Fractions of Number Lines: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NF.A.2.B%2B4
- Unit 6 - Comparing Fractions with the Same Numerator: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NF.A.3.D%2B2
- Unit 6 - Comparing Fractions with the Same Denominator: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.NF.A.3.D%2B3
- Unit 7 - Mass and Volume Problems: https://learn.ti.trilogy.com/lesson?lesson=grade3_math_mass_volume_problems
- Unit 8 - Bar Graphs: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.MD.B.3%2B2
- Unit 9 - Additive Area: https://learn.ti.trilogy.com/lesson?lesson=CCSS.MATH.CONTENT.3.MD.C.7.D%2B1

BrainTrust
Meet Captain Riley, your dedicated release notes expert who ensures your weekly updates are never missed and always on point.
- 📝 Captain Riley - Release Notes Expert: Analyzes your repositories and creates comprehensive weekly release notes automatically.
- 🔧 Smart Refinement Tools: Helps refine and improve your release notes for maximum clarity and impact.
- ⏰ Automated Reminders: Pings you every Friday with first draft of release notes so that you can edit and publish by Monday 9:30 AM.

MCP Hive
Expanding our MCP server ecosystem with powerful new database and collaboration tools for enhanced AI assistant capabilities.
- 🗄️ MSSQL MCP Server: Enables AI assistants to interact directly and securely with Microsoft SQL Server databases using Basic SQL Authentication.
- 📚 SharePoint MCP Server: Seamless integration with Microsoft SharePoint for interacting with documents, folders, and other SharePoint resources.
Timeback Anti-patterns
New Output Analyzer and Prompt Improvement Dashboard. Added ‘Intersection over Union’ as an evaluation metric. Improved Distractions Detection. Bug Fixes.
- 📊 Detection Analyzer Dashboard – An automated dashboard created to analyze the results of the detectors and iterate on them quickly. Gives insights on the performance and probable issues.
- 📈 Added Accuracy as Metric – Added ‘Intersection over Union’ in Test Harness as a metric to evaluate the performance of the detectors. A single interpretable score which works better with overlaps.
- 🎯 Improved Distractions Detection – Reached 70% Precision and F1 Score.
- 🐛 Bug Fixes – Missing detected events for longer segment duration fixed.