World Monitor Data Pipeline
Interactive
Animate Flow
Data Sources
Backend + Cache
AI + Analysis
Frontend + Maps
435+ RSS Feeds
15 categories, 21 langs
Market APIs
Finnhub, Yahoo, CoinGecko
AIS + ADS-B
Ships, flights, GPS jam
OSINT Feeds
ACLED, GDELT, UCDP
Geo + Climate
FIRMS, FRED, radiation
Vercel Edge Functions
60+ endpoints
Gateway routing, CORS
Rate limiting, ETag
3-tier cache headers
Upstash Redis
Stampede protection
Atomic seed publish
Railway Relay
AIS WebSocket proxy
Seed loops (7 services)
ML Worker
MiniLM-L6 embeddings
Sentiment, NER, summary
Analysis Worker
Jaccard clustering
Cross-domain correlation
Local AI (Ollama)
Groq / OpenRouter
No API keys required
86 Panel Classes
News, Markets, CII, Correlation
Resizable, variant-aware
Debounced 150ms render
DeckGL Map
WebGL + MapLibre
8 layer types
3D Globe
globe.gl + Three.js
Auto-rotate, atmosphere
Tauri Desktop
macOS, Windows, Linux
Click or hover over a node to see details about each component of the pipeline.