World Monitor

Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

Full Documentation · All Releases

Why World Monitor?

Problem	Solution
News scattered across 100+ sources	Single unified dashboard with 435+ curated feeds across 15 categories
No geospatial context for events	Interactive map with 45 toggleable data layers and CII country risk heatmap
Information overload	AI-synthesized briefs with focal point detection and local LLM support
Crypto/macro signal noise	7-signal market radar with composite BUY/CASH verdict
Expensive OSINT tools ($$$)	100% free & open source
Static news feeds	Real-time updates with live video streams and AI-powered deductions
Cloud-dependent AI tools	Run AI locally with Ollama/LM Studio — no API keys, no data leaves your machine. Opt-in Headline Memory builds a local semantic index of every headline for RAG-powered queries
Web-only dashboards	Native desktop app (Tauri) for macOS, Windows, and Linux + installable PWA with offline map support
Flat 2D maps	Dual map engine — photorealistic 3D globe (globe.gl + Three.js) and WebGL flat map (deck.gl) with 45 toggleable data layers, runtime-switchable
English-only OSINT tools	21 languages with native-language RSS feeds, AI-translated summaries, and RTL support for Arabic
Siloed financial data	Finance variant with 92 stock exchanges, 19 financial centers, 13 central banks, BIS data, WTO trade policy, and Gulf FDI tracking
Undocumented, fragile APIs	Proto-first API contracts — 22 typed services with auto-generated clients, servers, and OpenAPI docs

Live Demos

Variant	URL	Focus
World Monitor	worldmonitor.app	Geopolitics, military, conflicts, infrastructure
Tech Monitor	tech.worldmonitor.app	Startups, AI/ML, cloud, cybersecurity
Finance Monitor	finance.worldmonitor.app	Global markets, trading, central banks, Gulf FDI
Commodity Monitor	commodity.worldmonitor.app	Mining, metals, energy commodities, critical minerals
Happy Monitor	happy.worldmonitor.app	Good news, positive trends, uplifting stories

All five variants run from a single codebase — switch between them with one click via the header bar.

Key Features

Maps & Visualization

Dual Map Engine — 3D globe (globe.gl + Three.js) and WebGL flat map (deck.gl), runtime-switchable with 45 shared data layers. Details →
45 toggleable data layers — conflicts, bases, cables, pipelines, flights, vessels, protests, fires, earthquakes, datacenters, and more across all variants
8 regional presets — Global, Americas, Europe, MENA, Asia, Africa, Oceania, Latin America with time filtering (1h–7d)
CII choropleth heatmap — five-stop color gradient paints every country by instability score on both map engines
URL state sharing — map center, zoom, active layers, and time range encoded in shareable URLs

AI & Intelligence

World Brief — LLM-synthesized summary with 4-tier fallback: Ollama (local) → Groq → OpenRouter → browser T5. Details →
AI Deduction & Forecasting — free-text geopolitical analysis grounded in live headlines. Details →
Headline Memory (RAG) — opt-in browser-local semantic index using ONNX embeddings in IndexedDB. Details →
Threat Classification — instant keyword classifier with async ML and LLM override. Details →
Country Brief Pages — full-page intelligence dossiers with CII scores, AI analysis, timelines, and prediction markets. Details →

Data Layers

Geopolitical — conflicts, hotspots, protests, disasters, sanctions, cyber IOCs, GPS jamming, Iran events

Full details →

Military & Strategic — 210+ bases, live flights (ADS-B), naval vessels (AIS), nuclear facilities, spaceports

Full details →

Infrastructure — undersea cables, pipelines, 111 AI datacenters, 83 strategic ports, 107 airports, trade routes

Full details →

Market & Crypto — 7-signal macro radar, market watchlist, Gulf economies, crypto, prediction markets, stablecoins, ETF flows

Full details →

Tech Ecosystem — company HQs, startup hubs, cloud regions, accelerators, conferences

Full details →

Finance & Markets — 92 stock exchanges, 19 financial centers, 13 central banks, BIS data, WTO trade policy, Gulf FDI

Full details →

Live News & Video

435+ RSS feeds across geopolitics, defense, energy, tech, and finance with server-side aggregation (95% fewer edge invocations). Details →
30+ live video streams — Bloomberg, Sky News, Al Jazeera, and more with HLS native streaming, idle-aware playback, and fullscreen mode
22 live webcams — geopolitical hotspot streams across 5 regions with Iran/Attacks dedicated tab
Custom keyword monitors — user-defined alerts with word-boundary matching and auto-coloring

Scoring & Detection

Country Instability Index (CII) — real-time stability scores using weighted multi-signal blend across 23 tier-1 nations + universal scoring for all countries. Details →
Hotspot Escalation — dynamic scoring blending news activity, CII, geo-convergence, and military signals. Details →
Strategic Risk Score — composite geopolitical risk from convergence, CII, infrastructure, theater, and breaking news. Details →
Signal Aggregation — multi-source fusion with temporal baseline anomaly detection (Welford's algorithm). Details →
Cross-Stream Correlation — 14 signal types detecting patterns across news, markets, military, and predictions. Details →

Finance & Markets

Macro Signal Analysis — 7-signal market radar with composite BUY/CASH verdict. Details →
Gulf FDI — 64 Saudi/UAE investments plotted globally. Details →
Stablecoin & BTC ETF — peg health monitoring and spot ETF flow tracking. Details →
Oil & Energy — WTI/Brent prices, production, inventory via EIA. Details →
BIS & WTO — central bank rates, trade policy intelligence. Details →

Desktop & Mobile

Native desktop app (Tauri) — macOS, Windows, Linux with OS keychain, local sidecar, and cloud fallback. Details →
Progressive Web App — installable with offline map support (CacheFirst tiles, 500-tile cap)
Mobile-optimized map — touch pan with inertia, pinch-to-zoom, bottom-sheet popups, GPS centering
Responsive layout — ultra-wide L-shaped layout on 2000px+, collapsible panels, mobile search sheet

Platform Features

21 languages — lazy-loaded bundles with native-language RSS feeds, AI translation, and RTL support
Cmd+K command palette — fuzzy search across 24 result types, layer presets, ~250 country commands
Proto-first API contracts — 92 proto files, 22 services, auto-generated TypeScript + OpenAPI docs
Dark/light theme — persistent toggle with 20+ semantic color variables
Story sharing — intelligence briefs exportable to Twitter/X, LinkedIn, WhatsApp, Telegram, Reddit with OG images

How It Works

AI & Analysis Pipeline

AI Summarization — 4-tier provider chain (Ollama → Groq → OpenRouter → browser T5) with headline deduplication, variant-aware prompting, and Redis caching (24h TTL). Details →

AI Deduction — interactive geopolitical forecasting grounded in 15 most recent headlines, cached 1 hour by query hash. Details →

Headline Memory — opt-in ONNX-powered RAG system storing 5,000 headline vectors in IndexedDB for semantic search. Details →

Threat Classification — three-stage pipeline: instant keyword → browser ML → batched LLM, each improving confidence. Details →

Browser-Side ML — Transformers.js runs NER, sentiment, and embeddings entirely in the browser via Web Workers. Details →

Scoring Algorithms

Country Instability Index — 0–100 score from baseline risk (40%), unrest (20%), security (20%), and information velocity (20%), with conflict-zone floors and travel advisory boosts. Details →

Hotspot Escalation — blends news (35%), CII (25%), geo-convergence (25%), and military (15%) with 48-hour trend regression. Details →

Strategic Theater Posture — 9 operational theaters assessed for NORMAL → ELEVATED → CRITICAL based on aircraft, strike capability, naval presence, and regional CII. Details →

Geographic Convergence — 1°×1° spatial binning detects 3+ event types co-occurring within 24 hours. Details →

Trending Keywords — 2-hour rolling window vs 7-day baseline flags surging terms with CVE/APT extraction. Details →

Data Collection

435+ RSS feeds with 4-tier source credibility, server-side aggregation, and per-feed circuit breakers. Details →

Military tracking — ADS-B flights, AIS vessels, USNI fleet reports, Wingbits aircraft enrichment. Details →

Telegram OSINT — 26 channels via MTProto with dedup and topic classification. Details →

OREF rocket alerts — Israel Home Front Command sirens via residential proxy. Details →

Prediction markets — Polymarket contracts with 4-tier fetch and country matching. Details →

Architecture Overview

Vanilla TypeScript — no framework, direct DOM manipulation, custom Panel/VirtualList classes. The entire app shell weighs less than React's runtime. Details →

Proto-first APIs — 22 typed service domains with auto-generated clients, servers, and OpenAPI docs. Details →

Edge functions — 60+ Vercel Edge Functions split into per-domain thin entry points (~85% cold-start reduction). Details →

3-tier caching — in-memory → Redis → upstream with cache stampede prevention and stale-on-error fallback. Details →

Bootstrap hydration — 15 Redis keys pre-fetched in a single pipeline call for sub-second first render. Details →

SmartPollLoop — adaptive refresh with exponential backoff, hidden-tab throttle, and circuit breaker integration. Details →

Multi-Variant Architecture

A single codebase produces five specialized dashboards, each with distinct feeds, panels, map layers, and branding:

Aspect	World Monitor	Tech Monitor	Finance Monitor	Commodity Monitor	Happy Monitor
Domain	worldmonitor.app	tech.worldmonitor.app	finance.worldmonitor.app	commodity.worldmonitor.app	happy.worldmonitor.app
Focus	Geopolitics, military, conflicts	AI/ML, startups, cybersecurity	Markets, trading, central banks	Mining, metals, energy commodities, critical minerals	Good news, conservation, human progress
RSS Feeds	15 categories, 200+ feeds (politics, MENA, Africa, think tanks)	21 categories, 152 feeds (AI, VC blogs, startups, GitHub)	14 categories, 55 feeds (forex, bonds, commodities, IPOs)	10 categories, 50+ feeds (gold/silver, energy, mining, critical minerals, base metals)	5 categories, 21 positive-news sources (GNN, Positive.News, Upworthy)
Panels	45 (strategic posture, CII, cascade, trade policy, airline intel, predictions)	28 (AI labs, unicorns, accelerators, tech readiness)	27 (forex, bonds, derivatives, trade policy, gulf economies)	16 (live prices, sector heatmap, gold/silver, energy, mining, critical minerals, base metals, supply chain)	10 (good news, breakthroughs, conservation, renewables, giving)
Unique Map Layers	Military bases, nuclear facilities, hotspots	Tech HQs, cloud regions, startup hubs	Stock exchanges, central banks, Gulf investments	Mine sites, processing plants, commodity ports, commodity hubs, pipelines, trade routes	Positive events, kindness, species recovery, renewables
Desktop App	World Monitor.app / .exe / .AppImage	Tech Monitor.app / .exe / .AppImage	Finance Monitor.app / .exe / .AppImage	(web-only)	(web-only)

Single-deployment consolidation — all five variants serve from one Vercel deployment, determined by hostname. Build-time VITE_VARIANT tree-shakes unused data. Runtime variant selector in the header bar.

Programmatic API Access

Every data endpoint is accessible programmatically via api.worldmonitor.app. The API uses the same edge functions that power the dashboard, with the same caching and rate limiting:

# Fetch market quotes
curl -s 'https://api.worldmonitor.app/api/market/v1/list-market-quotes?symbols=AAPL,MSFT,GOOGL'

# Get airport delays
curl -s 'https://api.worldmonitor.app/api/aviation/v1/list-airport-delays'

# Fetch climate anomalies
curl -s 'https://api.worldmonitor.app/api/climate/v1/list-climate-anomalies'

# Get earthquake data
curl -s 'https://api.worldmonitor.app/api/seismology/v1/list-earthquakes'

# Company enrichment (GitHub, SEC filings, HN mentions)
curl -s 'https://api.worldmonitor.app/api/enrichment/company?domain=stripe.com'

# Company signal discovery (funding, hiring, exec changes)
curl -s 'https://api.worldmonitor.app/api/enrichment/signals?company=Stripe&domain=stripe.com'

All 22 service domains are available as REST endpoints following the pattern POST /api/{domain}/v1/{rpc-name}. GET requests with query parameters are supported for read-only RPCs. Responses include X-Cache headers (HIT, REDIS-HIT, MISS) for cache debugging and Cache-Control headers for CDN integration.

Note: Use api.worldmonitor.app, not worldmonitor.app — the main domain requires browser origin headers and returns 403 for programmatic access.

Security Model

Layer	Mechanism
CORS origin allowlist	Only `worldmonitor.app`, `tech.worldmonitor.app`, `finance.worldmonitor.app`, and `localhost:*` can call API endpoints. All others receive 403. Implemented in `api/_cors.js`.
RSS domain allowlist	The RSS proxy only fetches from explicitly listed domains (~90+). Requests for unlisted domains are rejected with 403.
Railway domain allowlist	The Railway relay has a separate, smaller domain allowlist for feeds that need the alternate origin.
API key isolation	All API keys live server-side in Vercel environment variables. The browser never sees Groq, OpenRouter, ACLED, Finnhub, or other credentials.
Input sanitization	User-facing content passes through `escapeHtml()` (prevents XSS) and `sanitizeUrl()` (blocks `javascript:` and `data:` URIs). URLs use `escapeAttr()` for attribute context encoding.
Query parameter validation	API endpoints validate input formats (e.g., stablecoin coin IDs must match `[a-z0-9-]+`, bounding box params are numeric).
IP rate limiting	AI endpoints use Upstash Redis-backed rate limiting to prevent abuse of Groq/OpenRouter quotas.
Desktop sidecar auth	The local API sidecar requires a per-session `Bearer` token generated at launch. The token is stored in Rust state and injected into the sidecar environment — only the Tauri frontend can retrieve it via IPC. Health check endpoints are exempt.
OS keychain storage	Desktop API keys are stored in the operating system's credential manager (macOS Keychain, Windows Credential Manager), never in plaintext files or environment variables on disk.
SSRF protection	Two-phase URL validation: protocol allowlist, private IP rejection, DNS rebinding detection, and TOCTOU-safe address pinning.
IPC window hardening	All sensitive Tauri IPC commands gate on `require_trusted_window()` with a `TRUSTED_WINDOWS` allowlist.
Bot protection middleware	Edge Middleware blocks crawlers from `/api/*` routes. Social preview bots are selectively allowed on `/api/story` and `/api/og-story`.

Regression Testing

The test suite includes 30 test files with 554 individual test cases across 147 describe blocks, covering server handlers, caching behavior, data integrity, and map overlays.

Unit & integration tests (npm test) validate:

Area	Test Files	Coverage
Server handlers	`server-handlers`, `supply-chain-handlers`, `supply-chain-v2`	All 22 proto service handler imports, route registration, response schemas
Caching	`redis-caching`, `route-cache-tier`, `flush-stale-refreshes`	Cache key construction, TTL tiers, stale refresh coalescing, stampede prevention
Data integrity	`bootstrap`, `deploy-config`, `edge-functions`	Bootstrap key sync between `cache-keys.ts` and `bootstrap.js`, all 57 edge function self-containment (no `../server/` imports), version sync across package.json/tauri.conf.json/Cargo.toml
Intelligence	`military-classification`, `clustering`, `insights-loader`, `summarize-reasoning`	Military confidence scoring, news clustering algorithms, AI brief generation, LLM reasoning chain parsing
Map & geo	`countries-geojson`, `globe-2d-3d-parity`, `map-locale`, `geo-keyword-matching`	GeoJSON polygon validity, flat/globe layer parity, locale-aware map labels, 217-hub keyword matching
Protocols	`oref-proxy`, `oref-locations`, `oref-breaking`, `live-news-hls`	OREF alert parsing, 1480 Hebrew→English location translations, HLS stream detection
Circuit breakers	`hapi-gdelt-circuit-breakers`, `tech-readiness-circuit-breakers`, `smart-poll-loop`	Per-source failure isolation, adaptive backoff, hidden-tab throttling
Data sources	`gulf-fdi-data`, `ttl-acled-ais-guards`, `urlState`	Gulf FDI coordinate validation, ACLED/AIS TTL guards, URL state encoding/decoding

E2E map tests use Playwright with the map harness (/tests/map-harness.html) for overlay behavior validation.

Quick Start

# Clone and run
git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
vercel dev       # Runs frontend + all 60+ API edge functions

Open http://localhost:3000

Note: vercel dev requires the Vercel CLI (npm i -g vercel). If you use npm run dev instead, only the frontend starts — news feeds and API-dependent panels won't load. See Self-Hosting for details.

Environment Variables (Optional)

The dashboard works without any API keys — panels for unconfigured services simply won't appear. For full functionality, copy the example file and fill in the keys you need:

cp .env.example .env.local

The .env.example file documents every variable with descriptions and registration links, organized by deployment target (Vercel vs Railway). Key groups:

Group	Variables	Free Tier
AI (Local)	`OLLAMA_API_URL`, `OLLAMA_MODEL`	Free (runs on your hardware)
AI (Cloud)	`GROQ_API_KEY`, `OPENROUTER_API_KEY`	14,400 req/day (Groq), 50/day (OpenRouter)
Cache	`UPSTASH_REDIS_REST_URL`, `UPSTASH_REDIS_REST_TOKEN`	10K commands/day
Markets	`FINNHUB_API_KEY`, `FRED_API_KEY`, `EIA_API_KEY`	All free tier
Tracking	`WINGBITS_API_KEY`, `AISSTREAM_API_KEY`	Free
Geopolitical	`ACLED_ACCESS_TOKEN`, `CLOUDFLARE_API_TOKEN`, `NASA_FIRMS_API_KEY`	Free for researchers
Relay	`WS_RELAY_URL`, `VITE_WS_RELAY_URL`, `OPENSKY_CLIENT_ID/SECRET`	Self-hosted
UI	`VITE_VARIANT`, `VITE_MAP_INTERACTION_MODE` (`flat` or `3d`, default `3d`)	N/A
Observability	`VITE_SENTRY_DSN` (optional, empty disables reporting)	N/A

See .env.example for the complete list with registration links.

Self-Hosting

World Monitor relies on 60+ Vercel Edge Functions in the api/ directory for RSS proxying, data caching, and API key isolation. Running npm run dev alone starts only the Vite frontend — the edge functions won't execute, and most panels (news feeds, markets, AI summaries) will be empty.

Option 1: Deploy to Vercel (Recommended)

The simplest path — Vercel runs the edge functions natively on their free tier:

npm install -g vercel
vercel          # Follow prompts to link/create project

Add your API keys in the Vercel dashboard under Settings → Environment Variables, then visit your deployment URL. The free Hobby plan supports all 60+ edge functions.

Option 2: Local Development with Vercel CLI

To run everything locally (frontend + edge functions):

npm install -g vercel
cp .env.example .env.local   # Add your API keys
vercel dev                   # Starts on http://localhost:3000

Important: Use vercel dev instead of npm run dev. The Vercel CLI emulates the edge runtime locally so all api/ endpoints work. Plain npm run dev only starts Vite and the API layer won't be available.

Option 3: Static Frontend Only

If you only want the map and client-side features (no news feeds, no AI, no market data):

npm run dev    # Vite dev server on http://localhost:5173

This runs the frontend without the API layer. Panels that require server-side proxying will show "No data available". The interactive map, static data layers (bases, cables, pipelines), and browser-side ML models still work.

Platform Notes

Platform	Status	Notes
Vercel	Full support	Recommended deployment target
Linux x86_64	Full support	Works with `vercel dev` for local development. Desktop .AppImage available for x86_64. WebKitGTK rendering uses DMA-BUF with fallback to SHM for GPU compatibility. Font stack includes DejaVu Sans Mono and Liberation Mono for consistent rendering across distros
macOS	Works with `vercel dev`	Full local development
Raspberry Pi / ARM	Partial	`vercel dev` edge runtime emulation may not work on ARM. Use Option 1 (deploy to Vercel) or Option 3 (static frontend) instead
Docker	Planned	See Roadmap

Railway Relay (Optional)

The Railway relay is a multi-protocol gateway that handles data sources requiring persistent connections, residential proxying, or upstream APIs that block Vercel's edge runtime:

# On Railway, deploy with:
node scripts/ais-relay.cjs

Service	Protocol	Purpose
AIS Vessel Tracking	WebSocket	Live AIS maritime data with chokepoint detection and density grids
OpenSky Aircraft	REST (polling)	Military flight tracking across merged query regions
Telegram OSINT	MTProto (GramJS)	26 OSINT channels polled on 60s cycle with FLOOD_WAIT handling
OREF Rocket Alerts	curl + proxy	Israel Home Front Command sirens via residential proxy (Akamai WAF)
Polymarket Proxy	HTTPS	JA3 fingerprint bypass with request queuing and cache deduplication
ICAO NOTAM	REST	Airport/airspace closure detection for 46 MENA airports

Set WS_RELAY_URL (server-side, HTTPS) and VITE_WS_RELAY_URL (client-side, WSS) in your environment. Without the relay, AIS, OpenSky, Telegram, and OREF layers won't show live data, but all other features work normally.

Tech Stack

Category	Technologies
Frontend	Vanilla TypeScript (no framework), Vite, globe.gl + Three.js (3D globe), deck.gl + MapLibre GL (flat map), vite-plugin-pwa (service worker + manifest)
Desktop	Tauri 2 (Rust) with Node.js sidecar, OS keychain integration (keyring crate), native TLS (reqwest)
AI/ML	Ollama / LM Studio (local, OpenAI-compatible), Groq (Llama 3.1 8B), OpenRouter (fallback), Transformers.js (browser-side T5, NER, embeddings), IndexedDB vector store (5K headline RAG)
Caching	Redis (Upstash) — 3-tier cache with in-memory + Redis + upstream, cross-user AI deduplication. Vercel CDN (s-maxage). Service worker (Workbox)
Geopolitical APIs	OpenSky, GDELT, ACLED, UCDP, HAPI, USGS, GDACS, NASA EONET, NASA FIRMS, Polymarket, Cloudflare Radar, WorldPop, OREF (Israel sirens), gpsjam.org (GPS interference), Telegram MTProto (26 OSINT channels)
Market APIs	Yahoo Finance (equities, forex, crypto), CoinGecko (stablecoins), mempool.space (BTC hashrate), alternative.me (Fear & Greed)
Threat Intel APIs	abuse.ch (Feodo Tracker, URLhaus), AlienVault OTX, AbuseIPDB, C2IntelFeeds
Economic APIs	FRED (Federal Reserve), EIA (Energy), Finnhub (stock quotes)
Localization	i18next (21 languages: en, bg, ro, fr, de, es, it, pl, pt, nl, sv, ru, ar, zh, ja, tr, th, vi, cs, el, ko), RTL support, lazy-loaded bundles, native-language feeds for 21 locales with one-time locale boost
API Contracts	Protocol Buffers (92 proto files, 22 services), sebuf HTTP annotations, buf CLI (lint + breaking checks), auto-generated TypeScript clients/servers + OpenAPI 3.1.0 docs
Analytics	Vercel Analytics (privacy-first, lightweight web vitals and page view tracking)
Deployment	Vercel Edge Functions (60+ endpoints) + Railway (WebSocket relay + Telegram + OREF + Polymarket proxy + NOTAM) + Tauri (macOS/Windows/Linux) + PWA (installable)
Finance Data	92 stock exchanges, 19 financial centers, 13 central banks, 10 commodity hubs, 64 Gulf FDI investments
Data	435+ RSS feeds across all 4 variants, ADS-B transponders, AIS maritime data, VIIRS satellite imagery, 30+ live video channels (8+ default YouTube + 18+ HLS native), 26 Telegram OSINT channels

Contributing

Contributions welcome! See CONTRIBUTING.md for detailed guidelines, including the Sebuf RPC framework workflow, how to add data sources and RSS feeds, and our AI-assisted development policy. The project also maintains a Code of Conduct and Security Policy for responsible vulnerability disclosure.

# Development
npm run dev          # Full variant (worldmonitor.app)
npm run dev:tech     # Tech variant (tech.worldmonitor.app)
npm run dev:finance    # Finance variant (finance.worldmonitor.app)
npm run dev:commodity  # Commodity variant (commodity.worldmonitor.app)
npm run dev:happy      # Happy variant (happy.worldmonitor.app)

# Production builds
npm run build:full       # Build full variant
npm run build:tech       # Build tech variant
npm run build:finance    # Build finance variant
npm run build:commodity  # Build commodity variant
npm run build:happy      # Build happy variant

# Quality (also runs automatically on PRs via GitHub Actions)
npm run typecheck    # TypeScript type checking (tsc --noEmit)

# Desktop packaging
npm run desktop:package:macos:full      # .app + .dmg (World Monitor)
npm run desktop:package:macos:tech      # .app + .dmg (Tech Monitor)
npm run desktop:package:macos:finance   # .app + .dmg (Finance Monitor)
npm run desktop:package:windows:full    # .exe + .msi (World Monitor)
npm run desktop:package:windows:tech    # .exe + .msi (Tech Monitor)
npm run desktop:package:windows:finance # .exe + .msi (Finance Monitor)

# Generic packaging runner
npm run desktop:package -- --os macos --variant full

# Signed packaging (same targets, requires signing env vars)
npm run desktop:package:macos:full:sign
npm run desktop:package:windows:full:sign

Desktop release details, signing hooks, variant outputs, and clean-machine validation checklist:

docs/RELEASE_PACKAGING.md

Roadmap

Completed highlights — 4 variant dashboards, 60+ edge functions, dual map engine, native desktop app (Tauri), 21 languages, proto-first API contracts, AI summarization + deduction + RAG, 30+ live video streams, Telegram OSINT, OREF rocket alerts, CII scoring, cross-stream correlation, and much more.

Upcoming:

Mobile-optimized views
Push notifications for critical alerts
Self-hosted Docker image

See full roadmap.

Support the Project

If you find World Monitor useful:

Star this repo to help others discover it
Share with colleagues interested in OSINT
Contribute code, data sources, or documentation
Report issues to help improve the platform

License

GNU Affero General Public License v3.0 (AGPL-3.0) — see LICENSE for details.

Author

Elie Habib — GitHub

Contributors

Security Acknowledgments

We thank the following researchers for responsibly disclosing security issues:

Cody Richard — Disclosed three security findings covering IPC command exposure via DevTools in production builds, renderer-to-sidecar trust boundary analysis, and the global fetch patch credential injection architecture (2025)

If you discover a vulnerability, please see our Security Policy for responsible disclosure guidelines.

worldmonitor.app · tech.worldmonitor.app · finance.worldmonitor.app · commodity.worldmonitor.app

Name		Name	Last commit message	Last commit date
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.github		.github
.husky		.husky
api		api
convex		convex
data		data
deploy/nginx		deploy/nginx
docs		docs
e2e		e2e
proto		proto
public		public
scripts		scripts
server		server
shared		shared
src-tauri		src-tauri
src		src
tests		tests
.env.example		.env.example
.gitignore		.gitignore
.markdownlint-cli2.jsonc		.markdownlint-cli2.jsonc
.vercelignore		.vercelignore
CHANGELOG.md		CHANGELOG.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
SECURITY.md		SECURITY.md
index.html		index.html
live-channels.html		live-channels.html
middleware.ts		middleware.ts
package-lock.json		package-lock.json
package.json		package.json
playwright.config.ts		playwright.config.ts
railpack.json		railpack.json
settings.html		settings.html
tsconfig.api.json		tsconfig.api.json
tsconfig.json		tsconfig.json
vercel.json		vercel.json
vite.config.ts		vite.config.ts

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World Monitor

Why World Monitor?

Live Demos

Key Features

Maps & Visualization

AI & Intelligence

Data Layers

Live News & Video

Scoring & Detection

Finance & Markets

Desktop & Mobile

Platform Features

How It Works

AI & Analysis Pipeline

Scoring Algorithms

Data Collection

Architecture Overview

Multi-Variant Architecture

Programmatic API Access

Security Model

Regression Testing

Quick Start

Environment Variables (Optional)

Self-Hosting

Option 1: Deploy to Vercel (Recommended)

Option 2: Local Development with Vercel CLI

Option 3: Static Frontend Only

Platform Notes

Railway Relay (Optional)

Tech Stack

Contributing

Roadmap

Support the Project

License

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Contributors

Security Acknowledgments

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