SafeGamer.ai Architecture

A comprehensive multi-layer protection platform for Roblox parental monitoring

5
Family Tenants
4
Protection Layers
3
LLM Models
12
Dashboard Features
Primary Flow
Data Flow
Alert Flow
Proxy/Gateway
External Service
👨‍👩‍👧‍👦
INTERNET USERS
Parents accessing SafeGamer.ai dashboards to monitor their children's Roblox activity
🔒
CADDY REVERSE PROXY
Automatic SSL, routing, load balancing
Let's Encrypt HTTP/2 Gzip
🌐
MARKETING SITE
safegamer.ai - Static teaser page with beta waitlist
HTML Tailwind JS
📊
STREAMLIT DASHBOARD
app.safegamer.ai - Parent monitoring interface
Python 3.11 Streamlit Pandas
🎮
ROBLOX API
Friend lists, profiles, avatars
REST API
⚙️
MONITORING SCRIPTS
Scheduled tasks for friend scanning
Python Task Scheduler
🤖
LLM ANALYSIS
Multi-model risk assessment
Claude GPT-4 Groq
💾
DATA STORAGE
Family configs, snapshots, analysis cache
JSON CSV
🔔
ALERT SERVICES
Notifications for high-risk detections
Discord Email
🎮
Roblox API
Friend lists & profiles
→
⚙️
Monitoring Script
check-multiple-accounts.py
→
📸
Friend Snapshot
Current friend list
→
🔄
Compare
Detect changes
→
🆕
New Friends
Need analysis
→
🤖
LLM Analysis
Claude / GPT-4 / Groq
→
📊
Risk Score
Safe / Moderate / Critical
→
💾
Analysis Cache
analysis_cache.json
→
📊
Dashboard
All 5 tabs
🚨
High Risk Alert
If score ≥ threshold
→
🔔
Discord / Email
Instant notification
01 ACCOUNT-LEVEL

Built-in Roblox platform protections

🔐 Two-Factor Auth 📌 Account PIN 👥 Friends Only 🔒 Account Restrictions 💰 Purchase Controls
02 NETWORK-LEVEL

Router and DNS-based filtering

🔥 Firewalla 📡 UniFi 🌐 NextDNS ⏰ Time Limits 🚫 VPN Detection
03 DEVICE-LEVEL

On-device monitoring software

📱 Qustodio 📊 Screen Time 📝 Activity Logs 📍 Location Tracking
04 HUMAN-LEVEL

AI-enhanced parental oversight — The SafeGamer.ai Layer

🤖 AI Friend Analysis 🕸️ Network Visualization ✅ Trust Network 🔔 Smart Alerts 📋 Weekly Reviews 💬 Safety Conversations
🛡️
PARENT TRUST
NETWORK
👨‍👩‍👧‍👦
Alpha
👨‍👩‍👧
Bravo
👨‍👧
Charlie
👩‍👧‍👦
Delta
👨‍👩‍👦
Echo

Cross-Family Verification

When one parent verifies a Roblox friend as safe (e.g., "This is Jake from soccer team"), all connected families in the trust network see that verification. It's like a neighborhood watch for the digital world.

📁 safegamer-ai/
├── 📁 apps/ Frontend applications
│ ├── 📁 dashboard/ Streamlit parent dashboard
│ │ ├── 🐍 home.py Main dashboard (5 tabs)
│ │ ├── 🐍 admin.py Admin dashboard
│ │ └── 🐳 Dockerfile Multi-stage build
│ └── 📁 marketing-site/ Static landing page
├── 📁 infrastructure/ DevOps & deployment
│ └── 📁 docker/
│ ├── 📁 caddy/ Reverse proxy config
│ └── 📁 scripts/ Deploy scripts
├── 📁 families/ Per-family configurations
│ ├── 📁 family-alpha/
│ ├── 📁 family-bravo/
│ ├── 📁 family-charlie/
│ ├── 📁 family-delta/
│ └── 📁 family-echo/
├── 📁 shared/ Shared modules & configs
│ ├── 📁 lib/ Python modules
│ ├── 📁 config/ Shared configs
│ └── 📁 images/ Logos & icons
├── 📁 scripts/ Automation scripts
├── 📁 llm-friends-analysis/ LLM analysis module
├── 📁 docs/ Documentation
├── 🐳 docker-compose.yml Base stack
├── 🐳 docker-compose.dev.yml Dev overrides
└── 🐳 docker-compose.prod.yml Prod settings