Justin Sheehan Chief Journey Officer July 24, 2025 7:36am July 24, 2025 7:36am Troy you may have made these tweaks already, but please take a look at this email from Malina - Feedback from Malina - 🟣 Doden AI | AEMake any remaining tweaks (if they make sense and are merited).
Troy Pastoral AI Whisperer July 24, 2025 9:32am July 24, 2025 9:32am Which version of the app is she using?This is the updated one: https://preview--dodenai-ae-v1.lovable.app/chathttps://doden.ai is not yet updated, that's why some features aren't working
Troy Pastoral AI Whisperer July 24, 2025 1:19pm July 24, 2025 1:19pm [SPRINT 1]✅ Fixed Issues Summary 1. Sub-prompt Override Logic - RESOLVED Problem: Sub-prompts completely overrode mode personalities, making modes appear non-functional Fix: Modified the logic in openai.ts to combine mode prompts with sub-prompt styles instead of replacing them Sub-prompts now enhance the base mode personality rather than override it Added clear logging to track when sub-prompt modifiers are applied 2. Mode Validation & Error Handling - RESOLVED Problem: No validation for invalid modes, poor fallback handling Fix: Added mode validation in the edge function with explicit fallback to 'coach' mode Added warning logs for invalid modes Improved error messages and logging throughout the pipeline 3. Multi-Style Consistency - RESOLVED Problem: Mode changes didn't clear sub-prompts, causing style conflicts Fix: Added automatic sub-prompt clearing when changing modes in ChatInterface.tsx This prevents previous style modifiers from interfering with new mode personalities 4. Model Compatibility - RESOLVED Problem: Edge function was using invalid OpenAI model Fix: Changed from gpt-4.1-2025-04-14 to gpt-4o-mini for proper compatibility 🎯 Expected Improvements ✅ Coach Mode (Alpha): Now guaranteed to work consistently with proper mode validation ✅ Default Style Response: Better error handling and fallback logic prevents glitches ✅ Multi-Style Consistency: Modes now maintain distinct personalities even with sub-prompt modifiers ✅ Style Switching: No more cached behavior when switching between modes
Troy Pastoral AI Whisperer July 24, 2025 1:39pm July 24, 2025 1:39pm [SPRINT 2]🔍 Project SMART Article Recognition: Enhanced Threshold Logic: Adaptive scoring (0.25-0.4) based on match quality and distribution Improved Fallback: When no high-quality matches found, uses top 2-3 with relaxed threshold instead of failing Quality Monitoring: Added comprehensive logging for article coverage, relevance scores, and namespace status Alert System: Warns when <5 sources found (target: ~15 articles) or relevance <0.3 🧠 Conversational Memory Optimization: Memory Management: For conversations >8 messages, keeps last 6 + summarizes older context Context Compression: Prevents token overflow while preserving conversation continuity Smart Summarization: Extracts key topics from older messages for context retention 📊 Monitoring & Diagnostics: Real-time Metrics: Tracks total matches, high-quality matches (>0.5), and top scores Performance Alerts: Identifies low coverage and relevance issues Debug Enhancement: Better logging for troubleshooting article recognition problems
Troy Pastoral AI Whisperer July 24, 2025 1:39pm July 24, 2025 1:39pm [SPRINT 3]✅ Vague feedback handling - Refined responses for short prompts like "great" to avoid default disclaimers ✅ Source prioritization - Enhanced recognition for high-use articles like 5Cs framework✅ Formatting cleanup - Removed unnecessary [a] bullet formatting and "knowledge base" phrases ✅ Thread continuity - Improved follow-up question handling and context retention ✅ Error handling - Better confidence scoring for specific sub-questions
Make any remaining tweaks (if they make sense and are merited).
This is the updated one:
https://preview--dodenai-ae-v1.lovable.app/chat
https://doden.ai is not yet updated, that's why some features aren't working
✅ Fixed Issues Summary
1. Sub-prompt Override Logic - RESOLVED
2. Mode Validation & Error Handling - RESOLVED
3. Multi-Style Consistency - RESOLVED
4. Model Compatibility - RESOLVED
🎯 Expected Improvements
🔍 Project SMART Article Recognition:
🧠 Conversational Memory Optimization:
📊 Monitoring & Diagnostics:
✅ Vague feedback handling - Refined responses for short prompts like "great" to avoid default disclaimers ✅ Source prioritization - Enhanced recognition for high-use articles like 5Cs framework
✅ Formatting cleanup - Removed unnecessary [a] bullet formatting and "knowledge base" phrases ✅ Thread continuity - Improved follow-up question handling and context retention ✅ Error handling - Better confidence scoring for specific sub-questions