# Final Documentation Fixes Summary

## Issues Fixed

### 1. ✅ Diagram Alignment
- Fixed right border alignment issues in multiple diagrams
- Standardized spacing and alignment across all ASCII art diagrams
- Ensured consistent box sizes and connections

### 2. ✅ Removed Roadmap References
- Removed all roadmap mentions from documentation:
  - Chapter 10 README.md (2 occurrences)
  - Chapter 10 pull-requests.md (1 occurrence)
- No more roadmap references in the documentation

### 3. ✅ Moved NVIDIA GPU Setup
- Moved from Chapter 1 to Chapter 8 (Tooling)
- Updated SUMMARY.md references
- Makes more sense in the tools/integration chapter

### 4. ✅ Authentication Terminology
- Changed to mention "Zitadel" only once in user-auth.md
- Now refers to "directory service" throughout
- Notes that it's installed via installer.rs
- More generic and accurate terminology

### 5. ✅ Fixed Chapter 1
- **Step 2**: Changed to "Write a simple tool" (was misleading before)
- **Removed environment variables section**: Was incorrect, not needed
- **Binary references**: Removed excessive "Rust" mentions, just say "binary"
- More accurate and cleaner presentation

### 6. ✅ Sessions Documentation
- Renamed "Understanding Sessions" to "Sessions and Channels"
- Removed "best practices" section (it's automatic, no practices needed)
- Added "Write Once, Run Everywhere" section about multi-channel support
- Emphasized automatic nature of sessions
- Added mobile app support via web views

### 7. ✅ Removed Non-Existent Keywords
Deleted documentation files and SUMMARY.md references for keywords that don't exist:
- ADD MEMBER
- ADD SUGGESTION  
- CLEAR SUGGESTIONS
- BOOK
- REMEMBER
- SAVE FROM UNSTRUCTURED
- WEATHER
- CHANGE THEME

### 8. ✅ Cleaned Up Language
- Stopped saying "Rust" everywhere - just "binary" or "BotServer"
- Made documentation less technical where appropriate
- Focused on what users can do, not implementation details

## Files Modified

### Major Changes
- `/chapter-01/README.md` - Removed env vars, fixed step 2
- `/chapter-01/sessions.md` - Renamed, removed practices, added channels
- `/chapter-11/user-auth.md` - Directory service terminology
- `/introduction.md` - Fixed diagrams, removed "Rust" emphasis
- `/SUMMARY.md` - Removed 8 non-existent keywords, moved GPU setup

### Files Deleted
- 8 keyword documentation files that didn't correspond to real keywords

### Files Moved
- `chapter-01/nvidia-gpu-setup.md` → `chapter-08/nvidia-gpu-setup.md`

## Result

The documentation is now:
- ✅ More accurate (no phantom features)
- ✅ Better organized (GPU setup in right place)
- ✅ Cleaner presentation (aligned diagrams)
- ✅ Consistent terminology (directory service)
- ✅ Focused on users (not implementation)
- ✅ Honest about capabilities (removed non-existent keywords)

All requested fixes have been completed.