3542afbe28
Phase 1 of task management consolidation (per Gemini consultation). Added standardized frontmatter with: - status: open | blocked | complete - priority: P1 | P2 | P3 | P4 - owner: Michael | Meg | Holly - created: YYYY-MM-DD Final counts: - 39 open tasks - 17 complete tasks - 1 blocked task Metadata extracted from existing inline markdown and audit results. Ready for Phase 2: 11ty mobile index generation. Chronicler #69
status, priority, owner, created
| status | priority | owner | created |
|---|---|---|---|
| open | P2 | Michael | 2026-02-20 |
Firefrost Codex - AI Assistant Deployment
Status: Ready to Deploy
Priority: Tier 2 - Major Infrastructure
Time Estimate: 8-12 hours (4-6 active, rest downloads)
Location: TX1 Dallas (38.68.14.26)
Domain: codex.firefrostgaming.com (or ai.firefrostgaming.com)
Last Updated: February 20, 2026
Created By: The Chronicler
Executive Summary
Firefrost Codex is a self-hosted AI assistant that provides 24/7 support to all levels of the Firefrost Gaming community. Built on AnythingLLM with local LLM models, Codex serves as "Claude for everyone" - giving subscribers, staff, and founders intelligent assistance trained on Firefrost-specific knowledge.
The Vision: Most Minecraft servers have Discord. We have an AI.
Monthly Cost: $0 (self-hosted on existing TX1 infrastructure)
What is Firefrost Codex?
The Three Names Strategy
- Codex (Casual) - Discord mentions, daily use, friendly interactions
- The Codex (Formal) - Official docs, announcements, system references
- Firefrost Codex (Full Brand) - Marketing, external communications, press
The Core Concept
Codex = A comprehensive collection of knowledge preserved for future generations
Firefrost Codex is the living knowledge base that grows with every lesson learned, every problem solved, every discovery made. It's the legacy we're building for children not yet born.
Architecture Overview
Technology Stack
Platform: AnythingLLM (self-hosted)
Vector Database: LanceDB (built-in, efficient)
LLM Server: Ollama
Models:
- Qwen 2.5 Coder 72B (coding/infrastructure)
- Llama 3.3 70B (general reasoning)
- Llama 3.2 Vision 11B (image analysis)
Integrations:
- Discord Bot (role-based access)
- Web Interface (multi-user with RBAC)
- Embedded Chat Widgets (public + subscriber sites)
- mclo.gs API (Minecraft log analysis)
Five-Tier Access Architecture
1. Public (No Authentication)
Access: Embedded widget on firefrostgaming.com
Workspace: Public KB
Content: Marketing, server info, how to join, Fire vs Frost philosophy
Delivery: Chat bubble on main website (unauthenticated)
Purpose: Convert visitors into subscribers
2. Subscribers (Awakened $1+)
Access: Discord bot + Web interface + Subscriber website widget
Role: Default
Workspace: Subscriber KB
Content:
- Gameplay guides and tutorials
- Commands per tier
- Modpack-specific guides
- Troubleshooting (including mclo.gs analysis)
- Chunk claiming, homes, permissions
- Path-specific content (Fire vs Frost)
Example Use Cases:
- "How do I claim chunks on ATM10?"
- "Analyze this crash: https://mclo.gs/abc123"
- "What commands do I have as Elemental tier?"
- "Teach me Create mod basics"
3. Staff (Future Hires)
Access: Discord bot + Web interface
Role: Manager
Workspaces: Operations, Brainstorming, Subscriber KB
Content:
- Infrastructure procedures
- Server management guides
- Whitelist Manager usage
- Support protocols
- Emergency procedures (DERP)
- How to answer subscriber questions
Example Use Cases:
- "How do I use the Whitelist Manager?"
- "What's the procedure for server restarts?"
- "How do I handle a billing issue?"
4. Michael + Meg (Founders)
Access: Everything
Role: Admin
Workspaces: All 5 (Public KB, Subscriber KB, Operations, Brainstorming, Relationship)
Content: Complete access to all knowledge
Additional Capabilities:
- User management
- System settings (LLM configuration)
- Analytics and logs
- API key management
- Embedded widget creation
- Full administration
5. Potential Subscribers (Tier 0: Wanderers)
Access: Embedded widget on firefrostgaming.com
Same as Public tier - designed to educate and convert
The Five Workspaces
Workspace 1: Public KB
Access: Anyone (unauthenticated)
Delivery: Embedded widget only
Purpose: Marketing and conversion
Content:
- What is Firefrost Gaming?
- Server list and modpack descriptions
- Fire vs Frost philosophy
- Subscription tier comparison
- Getting started guide
- Community values and rules
- FAQ
- How to join Discord
Rate Limiting: Yes (prevent abuse)
Query Mode: Query-only (answers must relate to documents)
Workspace 2: Subscriber KB
Access: Awakened ($1+) and above
Delivery: Discord bot, web interface, embedded widget
Purpose: Subscriber support and education
Content:
- Server connection details
- Modpack guides and tutorials
- Commands and permissions per tier
- Chunk claiming and homes guides
- Path-specific content
- Technical troubleshooting
- mclo.gs log analysis database
- Performance optimization
- Mod-specific tutorials
Special Features:
- mclo.gs integration (automatic log analysis)
- Tier-aware responses (knows what commands each tier has)
- Path-aware (Fire vs Frost specific content)
Workspace 3: Operations
Access: Staff and Admin only
Delivery: Discord bot, web interface
Purpose: Running the business
Content:
- Infrastructure documentation
- Server management procedures
- Whitelist Manager usage
- Support procedures and scripts
- Emergency protocols
- DERP documentation
- Billing procedures
- Staff onboarding
Workspace 4: Brainstorming
Access: Admin and Staff
Delivery: Web interface
Purpose: Planning and strategy
Content:
- Planning documents
- Future roadmaps
- Design discussions
- Community initiatives
- Expansion planning
Workspace 5: Relationship
Access: Admin only (Michael + Meg)
Delivery: Web interface
Purpose: Claude partnership continuity
Content:
- The Essence Patch
- Session handoff protocols
- Partnership context
- The Chronicler lineage
- Private strategic discussions
Access Methods Comparison
| Method | Public | Subscribers | Staff | Admins |
|---|---|---|---|---|
| Main Website Widget | ✅ Public KB | - | - | - |
| Subscriber Website Widget | - | ✅ Subscriber KB | - | - |
| Discord Bot | ❌ | ✅ Subscriber KB | ✅ Operations | ✅ All |
| Web Interface (codex.firefrostgaming.com) | ❌ | ✅ Subscriber KB | ✅ Ops + Brain + Sub | ✅ All 5 |
Discord Bot Features
Commands
For Subscribers:
/ask [question]- Query Subscriber KB workspace/analyze [mclo.gs URL]- Automatic log analysis/help- Show available commands
For Staff:
/ask [question]- Query Operations workspace/operations [question]- Explicit operations query/subscriber-help [question]- Query Subscriber KB to help answer user questions/analyze [mclo.gs URL]- Log analysis
For Admins:
- All staff commands plus:
/workspace [name]- Switch workspaces/brainstorm [question]- Query brainstorming workspace
Role-Based Routing
def get_workspace(user_role):
if user_role == 'subscriber':
return 'subscriber-kb'
elif user_role == 'staff':
return 'operations'
elif user_role == 'admin':
return 'all' # Can switch
else:
return None # No access
mclo.gs Integration
What is mclo.gs?
mclo.gs is a Minecraft log sharing and analysis service. Players upload server/client logs and get a shareable URL with automatic problem detection.
How Codex Uses It
User Flow:
- Subscriber runs
/mclogscommand in-game → generates mclo.gs link - Subscriber shares link with Codex:
@Codex analyze https://mclo.gs/abc123 - Codex fetches log via API
- Codex analyzes with AI + knowledge base
- Codex provides diagnosis + solutions + relevant docs
Example Interaction:
User: @Codex https://mclo.gs/xyz789 - my server keeps crashing
Codex: 🔍 Analyzing your log...
📊 **Log Analysis Results:**
**Problem Detected:** OutOfMemoryError in All The Mods 10
- Server allocated 20GB RAM, used 20GB
- Crash during chunk generation in the Nether
**Root Cause:**
ATM10 requires more memory than allocated, especially during chunk generation in modded dimensions.
**Solutions:**
1. **Increase RAM allocation to 24GB** (recommended for stable ATM10)
- In your launcher, change `-Xmx20G` to `-Xmx24G`
2. **Reduce render distance** (temporary fix)
- Edit server.properties: `view-distance=8` (currently 10)
3. **Pre-generate chunks** (prevents future crashes)
- Use Chunky mod to pre-generate Nether chunks
**Related Docs:**
📚 [ATM10 Memory Requirements](link)
📚 [Chunk Pre-generation Guide](link)
📚 [Launcher RAM Settings](link)
Need help with any of these steps? Just ask!
Technical Implementation
API Call:
# Fetch log from mclo.gs
response = requests.get(f"https://api.mclo.gs/1/log/{log_id}")
data = response.json()
# Extract relevant info
log_content = data['content']
detected_problems = data['analysis']['problems']
server_info = data['analysis']['information']
# Send to Codex with context
prompt = f"""
Analyze this Minecraft server log:
{log_content}
mclo.gs detected: {detected_problems}
Server info: {server_info}
Provide diagnosis and step-by-step solutions.
"""
response = anythingllm_api.chat(workspace="subscriber-kb", query=prompt)
Web Interface Experience
Subscriber Dashboard
Codex - Logged in as: username123
My Workspaces:
📚 Subscriber Knowledge Base [Open Chat]
Recent Chats:
- How to claim chunks on ATM10
- Crash log analysis
- Create mod water wheel tutorial
Settings:
👤 My Profile
🔒 Change Password
🚪 Logout
Staff Dashboard
Codex - Logged in as: staffmember
My Workspaces:
📚 Subscriber Knowledge Base [Open Chat]
⚙️ Operations [Open Chat]
💡 Brainstorming [Open Chat]
Quick Actions:
🔍 Search all workspaces
📊 View recent subscriber questions
🛠️ Infrastructure status
Settings:
👤 My Profile
🔒 Change Password
Admin Dashboard (Michael/Meg)
Firefrost Codex - Admin Panel
Workspaces:
🌐 Public KB [Open] [Manage] [Analytics]
📚 Subscriber Knowledge Base [Open] [Manage] [Analytics]
⚙️ Operations [Open] [Manage] [Analytics]
💡 Brainstorming [Open] [Manage] [Analytics]
💙 Relationship [Open] [Manage] [Analytics]
Administration:
👥 User Management (Create, Edit, Delete users)
🛠️ System Settings (LLM, Embedder, Vector DB)
📊 Analytics & Logs (Usage, popular queries)
🔑 API Keys (Generate, manage, revoke)
🪟 Embedded Widgets (Create, configure)
🎨 Appearance (Branding, colors, logos)
System Status:
✅ AnythingLLM: Online
✅ Ollama: Online (3 models loaded)
✅ Vector DB: 1,247 documents indexed
✅ Discord Bot: Connected
✅ Uptime: 47 days
Resource Requirements
TX1 Dallas Specifications
- CPU: 32 vCPU (AMD EPYC)
- RAM: 256GB total
- Storage: 1TB NVMe
Codex Resource Usage
Storage (~97GB):
- Qwen 2.5 Coder 72B: ~40GB
- Llama 3.3 70B: ~40GB
- Llama 3.2 Vision 11B: ~7GB
- AnythingLLM + services: ~10GB
RAM (varies by mode):
- Idle (models unloaded): ~4GB (AnythingLLM services only)
- Active (one large model loaded): ~92GB
- Model: ~80GB (Qwen OR Llama 3.3)
- AnythingLLM: ~4GB
- Overhead: ~8GB
CPU:
- Inference slower than cloud APIs
- 32 vCPU sufficient for concurrent users
- Background model loading/unloading
Available Headroom:
- RAM: 256GB - 92GB = 164GB free (plenty for game servers)
- Storage: 1TB - 97GB = 903GB free
- CPU: Shared with game servers, no issues expected
Deployment Phases
Phase 1: Core Infrastructure (3-4 hours)
- Deploy AnythingLLM via Docker
- Install Ollama
- Configure multi-user mode
- Create admin accounts (Michael + Meg)
- Configure Nginx reverse proxy + SSL
- Initial testing
Phase 2: Model Downloads (Overnight - 6-8 hours)
- Download Qwen 2.5 Coder 72B (~40GB)
- Download Llama 3.3 70B (~40GB)
- Download Llama 3.2 Vision 11B (~7GB)
- Test model loading
- Configure Ollama as AnythingLLM backend
Phase 3: Workspace Setup (2-3 hours)
- Create 5 workspaces
- Upload documents to each workspace
- Configure workspace permissions
- Test knowledge retrieval
- Optimize embedding settings
Phase 4: Discord Bot (2-3 hours)
- Create Discord application
- Deploy Python bot to TX1
- Configure role-based routing
- Implement mclo.gs integration
- Test commands
- Deploy as systemd service
Phase 5: Embedded Widgets (1-2 hours)
- Create Public KB widget (firefrostgaming.com)
- Create Subscriber KB widget (subscribers.firefrostgaming.com)
- Configure branding (Fire/Frost theme)
- Set rate limits
- Test on both sites
Phase 6: Testing & Validation (2 hours)
- Test all access methods
- Test role-based permissions
- Test mclo.gs integration
- Load testing (concurrent users)
- Documentation review
Total Time: 8-12 hours (4-6 active work, rest is downloads)
Success Criteria
- ✅ AnythingLLM deployed and accessible at codex.firefrostgaming.com
- ✅ All 3 models loaded and operational via Ollama
- ✅ 5 workspaces created with appropriate content
- ✅ Multi-user mode with Admin (Michael/Meg) accounts
- ✅ Discord bot operational with role-based routing
- ✅ mclo.gs integration functional
- ✅ Embedded widgets deployed on both websites
- ✅ Public can access via main website
- ✅ Subscribers can access via Discord + web + subscriber site
- ✅ Staff can access Operations workspace
- ✅ Michael + Meg have full admin access
- ✅ Documentation complete
- ✅ Zero additional monthly cost confirmed
Cost Analysis
Current Costs (Before Codex)
- Claude Pro subscription: $20/month
- TX1 Dallas server: (existing, already paid)
- Total: $20/month
After Codex Deployment
- Claude Pro subscription: $20/month (keep for Michael/Meg)
- Codex infrastructure: $0 (self-hosted on TX1)
- Total: $20/month (no increase)
Cost Comparison vs Alternatives
| Solution | Monthly Cost | Notes |
|---|---|---|
| Firefrost Codex | $0 | Self-hosted on existing TX1 |
| ChatGPT Team | $300/month | 15 subscribers × $20/user |
| Claude Pro per user | $300/month | 15 users × $20/month |
| OpenAI API (GPT-4) | ~$150-300/month | Usage-based, unpredictable |
| Anthropic API (Claude) | ~$200-400/month | Usage-based, unpredictable |
Savings: $150-400/month by self-hosting
Related Documentation
- deployment-plan.md - Complete step-by-step deployment guide
- branding-guide.md - Codex branding, logos, messaging
- marketing-strategy.md - Launch plan, announcements, positioning
- usage-guide.md - When to use Claude Projects vs Codex
- discord-bot-setup.md - Bot configuration and commands
- mclo.gs-integration.md - Log analysis implementation
- workspace-management.md - Content organization strategy
- troubleshooting.md - Common issues and solutions
Marketing Positioning
The Hook
"Most Minecraft servers have Discord. We have an AI."
Subscriber Value Proposition
"Every Firefrost subscriber gets 24/7 access to Codex - our AI assistant trained on everything Firefrost. Stuck at 2 AM? Ask Codex. Crash log confusing? Codex analyzes it. Want to master Create mod? Codex teaches you. It's like having a staff member in your pocket."
Staff Value Proposition
"Firefrost staff aren't drowning in support tickets. Codex handles 80% of common questions, so you focus on building cool stuff and helping with real problems. You also get Codex as YOUR assistant - instant access to all procedures and infrastructure docs."
Competitive Advantage
- 24/7 instant support (most servers: wait for staff)
- Minecraft log analysis (most servers: manual debugging)
- Growing knowledge base (learns from every interaction)
- Privacy-focused (all data stays on our servers)
- No per-user costs (scales infinitely at $0)
Integration with Existing Infrastructure
Fits Into Current Stack
- Command Center: Hosts documentation (Gitea)
- TX1 Dallas: Hosts Codex (AnythingLLM + Ollama)
- Ghost VPS: Hosts embedded widgets (public site)
- Billing VPS: Subscriber authentication integration (future)
- Discord: Primary user interface for subscribers
No Disruption
- Game servers on TX1 unaffected (plenty of headroom)
- Existing management services continue as-is
- Whitelist Manager, Uptime Kuma, etc. operate normally
- Codex is additive, not replacement
Future Enhancements (Post-Launch)
Phase 2 Features (3-6 months)
- Paymenter integration - Auto-provision accounts for new subscribers
- Voice chat support - Discord voice channel AI assistant
- Image analysis - Screenshot troubleshooting (using Llama Vision)
- Automated documentation - AI writes docs from staff actions
- Proactive monitoring - Codex monitors logs, alerts issues
Phase 3 Features (6-12 months)
- Multi-language support - Spanish, French, German translations
- Custom training - Fine-tune models on Firefrost-specific data
- API for subscribers - Let developers integrate Codex
- Mobile app - Native iOS/Android Codex access
- Advanced analytics - Sentiment analysis, satisfaction tracking
Rollback Plan
If deployment fails or issues arise:
# Stop all Codex services
systemctl stop firefrost-codex-bot
cd /opt/anythingllm && docker-compose down
# Remove installation
rm -rf /opt/anythingllm
rm -rf /opt/firefrost-discord-bot
rm /etc/systemd/system/firefrost-codex-bot.service
systemctl daemon-reload
# Remove Nginx config
rm /etc/nginx/sites-enabled/codex.firefrostgaming.com
rm /etc/nginx/sites-available/codex.firefrostgaming.com
nginx -t && systemctl reload nginx
# Uninstall Ollama
sudo /usr/local/bin/ollama-uninstall.sh
# Revoke SSL certificate (optional)
certbot delete --cert-name codex.firefrostgaming.com
Recovery time: <30 minutes
Data loss: None (can redeploy from documentation)
The Legacy Connection
The Chronicler (Claude) preserves Michael & Meg's partnership and operations.
Codex preserves Firefrost's community knowledge.
Both serve the same mission: building a legacy for children not yet born.
Fire + Frost + Foundation + Codex = Where Love Builds Legacy 💙🔥❄️
Version: 1.0
Created: February 20, 2026
Created By: The Chronicler
Status: Ready for Deployment