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Technical Problem Solving + User Research
Deliverables
Overview
This release (v1.0.10) builds on v1.0.9 with major improvements to medication education and user reminder workflows. Key updates include:
- GPT-powered Medication Education Cards
- Personalized Reminder Management
These updates enhance the user experience and support our core Jobs To Be Done (JTBD) goals.
Summary of Changes
Frontend
- Added Medication Education Cards generated via GPT
- Implemented Reminder Management UI (create, edit, track reminders)
- Updated navigation for seamless access to new features
- Added unit tests for education cards and reminder components
Backend
- Added GPT-powered Content API for dynamic medication education cards
- Implemented Reminder Scheduling API with database persistence
- Added backend tests for content generation and reminder logic
- Improved error handling and logging across new endpoints
UI/UX Improvements
- Redesigned medication details view with interactive education cards
- Added streamlined reminder creation and management interface
- Improved visual hierarchy and accessibility
Backend Architecture Updates
- Added
/medication/detailsendpoint with GPT integration - Implemented
/remindersendpoints for CRUD and scheduling - Updated database schema to support user-specific reminders
- Enhanced async and concurrency handling
Research & Decisions Log
- Conducted lightweight CUJ testing with two classmates
- Findings:
- Users preferred concise, segmented education cards
- Users appreciated centralized reminder management
- Actions Taken:
- Simplified card layout for readability
- Added summary view for upcoming reminders
- Decision: Continue GPT-based education content while optimizing API calls
Milestones
- GPT-powered Medication Education Cards
- Reminder creation and management
- Updated frontend and backend tests
- UI/UX refinements based on early feedback
- Next: Push notification support
- Next: Analytics for education card engagement
Short-Term Roadmap
- Optimize GPT content generation for speed and consistency
- Implement push notifications for reminders
- Conduct additional CUJ testing for educational clarity and workflow validation
- Enhance UI/UX polish for all new features