Development Diary - January 1, 2026
📋Daily Summary
Massive New Year's Day development push! Shipped a complete user onboarding system with welcome carousel and coach marks. Fixed checkbox/bullet editor issues by studying Google Keep's implementation. Enhanced board design with dynamic icon generation for new labels. Built first Android APK for phone testing and submitted first iOS build to TestFlight. Also documented comprehensive monetization strategy for v1.1 and v2.
🕐Work Sessions
Session 1: Checkbox/Bullet Editor Fix (1:27 AM - 6:04 AM PST)
Focus: Text Editor Complexity
Activities:
- Attempted to remove checkbox and bullet features
- Hit major implementation challenges
- Deep-dived into why text formatting is hard in React Native
- Studied how Google Keep implements checkboxes
- Successfully fixed the implementation
- Updated documentation
Key Learning: Text formatting in React Native is notoriously complex due to how TextInput handles state vs native cursor position.
Session 2: Auto-Labeling Performance (5:30 AM - 5:37 AM PST)
Focus: Performance Investigation
Activities:
- Investigated auto-labeling taking too long on Android
- Analyzed performance bottlenecks
Session 3: Board Design & Dynamic Icons (5:38 AM - 6:32 AM PST)
Focus: Visual Polish & Dynamic Content
Activities:
- Reduced line spacing by 50%, then 50% more
- Listed available board presets
- Implemented dynamic board design for new labels (not just presets)
- Made icon generation keyword-aware and deterministic
- Tested #shopping board icon generation
- Ran comprehensive code review with unit tests
- Pushed and tested changes
Feature: New labels now automatically get generated board designs with icons!
Session 4: Board Color Refinement (5:53 AM - 6:04 AM PST)
Focus: Visual Design
Activities:
- Addressed board colors being too strong
- Used gradients to tone down dark background
- Maintained contrast against notes
Session 5: Android APK Build & Testing (6:05 AM - 3:15 PM PST)
Focus: Device Testing
Activities:
- Built Android APK for phone testing
- Debugged auto-labeling not working on phone build
- Investigated logging on physical device
- Fixed note appearance inconsistency between Notes page and Board page
- Built new APK with fixes
Session 6: Note Editor Polish (6:40 AM - 3:13 PM PST)
Focus: UI/UX Improvements
Activities:
- Fixed label icon showing on note edit page (presets worked, others didn't)
- Implemented keyboard-aware positioning for Add Label and + button
- Investigated checkbox/bullet line overflow (text wrapping issue)
Session 7: Auto-Labeling from Boards (3:14 PM - 4:38 PM PST)
Focus: Feature Parity
Activities:
- Investigated auto-labeling not triggering when creating notes from Board
- Tested with "Shopping Project" note
- Fixed the toast not showing for label recommendations
Session 8: Custom Label Input (3:21 PM - 5:43 PM PST)
Focus: User Flexibility
Activities:
- Added option in label confirmation toast for manual label input
- Users can now type custom labels not in recommendations
Session 9: Monetization Strategy (3:22 PM - 7:42 PM PST)
Focus: Business Planning
Activities:
- Set up RevenueCat integration research
- Researched Android Play Store requirements
- Brainstormed monetization strategies for ToonNotes
- Studied successful app monetization models
- Considered: free label automation up to 20, pay for additional
- Documented complete monetization strategy for v1.1 and v2 PRD
Key Considerations:
- Product features (auto-labeling, customization)
- Competition landscape
- Target audience (heavy notes users with customization appetite)
Session 10: User Onboarding System (4:41 PM - 11:03 PM PST)
Focus: First-Time User Experience
Activities:
- Researched best app onboarding experiences
- Designed robust system updatable as features grow
- Implemented welcome carousel
- Implemented coach marks system
- Created CoachMarkTooltip and CoachMarksProvider components
- Added user profiling question for first load
- Updated terminology: "hashtag" → "label"
- Refined feature descriptions for clarity
Key Changes:
- "AI-powered designs" → "theme with character sticker and background"
- Emphasized automatic label organization
Session 11: iOS TestFlight Setup (8:07 PM - 11:48 PM PST)
Focus: iOS Distribution
Activities:
- Researched iOS device testing options
- Chose TestFlight for beta distribution
- Built iOS app with EAS
- Submitted to TestFlight
- Set up external testers
- Created privacy policy (email: creepyblues@gmail.com)
- Navigated App Store Connect setup
Milestone: First iOS build submitted to TestFlight!
🏷️Categorized Work
Implementation
- Complete onboarding system with welcome carousel
- Coach marks provider and tooltip components
- Dynamic board design generation for new labels
- Keyword-aware deterministic icon generation
- Custom label input in suggestion toast
- Fixed note appearance consistency across pages
- Keyboard-aware UI positioning
Research
- Google Keep checkbox implementation study
- Best practices for app onboarding experiences
- App monetization strategies for productivity apps
- RevenueCat integration requirements
Planning
- Comprehensive monetization strategy document
- v1.1 and v2 PRD monetization reference
- User profiling for onboarding
Testing
- Android APK build and phone testing
- Comprehensive code review with unit tests
- Auto-labeling from different entry points
📸Screenshots
No screenshots captured for this session.
💡Insights & Learnings
Learning: Text formatting in React Native is complex because TextInput state management conflicts with native cursor positioning. Studying mature implementations (Google Keep) provides proven patterns.
Decision: Made icon generation for new labels deterministic and keyword-aware, ensuring consistent visual identity for each label.
Decision: Designed onboarding system to be robust and updatable, anticipating rapid feature additions in upcoming versions.
Learning: TestFlight setup requires privacy policy URL before submission. Plan for legal/policy documentation early.
📊Statistics
🎯Tomorrow's Focus
- Test onboarding flow with fresh users
- Continue monetization implementation
- Set up RevenueCat integration
- Gather TestFlight feedback
- Polish board designs based on testing
Generated with ToonNotes Development Diary