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* perf: reduce uncached API calls via client-side circuit breaker caches Add client-side circuit breaker caches with IndexedDB persistence to the top 3 uncached API endpoints (CF analytics: 10.5M uncached requests/day): - classify-events (5.37M/day): 6hr cache per normalized title, shouldCache guards against caching null/transient failures - get-population-exposure (3.45M/day): 6hr cache per coordinate key (toFixed(4) for ~11m precision), 64-entry LRU - summarize-article (1.68M/day): 2hr cache per headline-set hash via buildSummaryCacheKey, eliminates both cache-check and summarize RPCs Fix workbox-*.js getting no-cache headers (3.62M/day): exclude from SPA catch-all regex in vercel.json, add explicit immutable cache rule for content-hashed workbox files. Migrate USNI fleet fetch from Vercel edge to Railway relay (gold standard): - Add seedUSNIFleet() loop to ais-relay.cjs (6hr interval, gzip support) - Make server handler Redis-read-only (435 lines reduced to 38) - Move usniFleet from ON_DEMAND to BOOTSTRAP_KEYS in health.js - Add persistCache + shouldCache to client breaker Estimated reduction: ~14.3M uncached requests/day. * fix: address code review findings (P1 + P2) P1: Include SummarizeOptions in summary cache key to prevent cross-option cache pollution (e.g. cloud summary replayed after user disables cloud LLMs). P2: Document that forceRefresh is intentionally ignored now that USNI fetching moved to Railway relay (Vercel is Redis-read-only). * fix: reject forceRefresh explicitly instead of silently ignoring it Return an error response with explanation when forceRefresh=true is sent, rather than silently returning cached data. Makes the behavior regression visible to any caller instead of masking it. * fix(build): set worker.format to 'es' for Vite 6 compatibility Vite 6 defaults worker.format to 'iife' which fails with code-splitting workers (analysis.worker.ts uses dynamic imports). Setting 'es' fixes the Vercel production build. * fix(test): update deploy-config test for workbox regex exclusion The SPA catch-all regex test hard-coded the old pattern without the workbox exclusion. Update to match the new vercel.json source pattern.
World Monitor
Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
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Documentation · Releases · Contributing
What It Does
- 435+ curated news feeds across 15 categories, AI-synthesized into briefs
- Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with 45 data layers
- Cross-stream correlation — military, economic, disaster, and escalation signal convergence
- Country Intelligence Index — composite risk scoring across 12 signal categories
- Finance radar — 92 stock exchanges, commodities, crypto, and 7-signal market composite
- Local AI — run everything with Ollama, no API keys required
- 5 site variants from a single codebase (world, tech, finance, commodity, happy)
- Native desktop app (Tauri 2) for macOS, Windows, and Linux
- 21 languages with native-language feeds and RTL support
For the full feature list, architecture, data sources, and algorithms, see the documentation.
Quick Start
git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
npm run dev
Open localhost:5173. No environment variables required for basic operation.
For variant-specific development:
npm run dev:tech # tech.worldmonitor.app
npm run dev:finance # finance.worldmonitor.app
npm run dev:commodity # commodity.worldmonitor.app
npm run dev:happy # happy.worldmonitor.app
See the self-hosting guide for deployment options (Vercel, Docker, static).
Tech Stack
| Category | Technologies |
|---|---|
| Frontend | Vanilla TypeScript, Vite, globe.gl + Three.js, deck.gl + MapLibre GL |
| Desktop | Tauri 2 (Rust) with Node.js sidecar |
| AI/ML | Ollama / Groq / OpenRouter, Transformers.js (browser-side) |
| API Contracts | Protocol Buffers (92 protos, 22 services), sebuf HTTP annotations |
| Deployment | Vercel Edge Functions (60+), Railway relay, Tauri, PWA |
| Caching | Redis (Upstash), 3-tier cache, CDN, service worker |
Full stack details in the architecture docs.
Contributing
Contributions welcome! See CONTRIBUTING.md for guidelines.
npm run typecheck # Type checking
npm run build:full # Production build
License
AGPL-3.0 for non-commercial use. Commercial license required for any commercial use.
| Use Case | Allowed? |
|---|---|
| Personal / research / educational | Yes |
| Self-hosted (non-commercial) | Yes, with attribution |
| Fork and modify (non-commercial) | Yes, share source under AGPL-3.0 |
| Commercial use / SaaS / rebranding | Requires commercial license |
See LICENSE for full terms. For commercial licensing, contact the maintainer.
Copyright (C) 2024-2026 Elie Habib. All rights reserved.
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, renderer-to-sidecar trust boundary analysis, and fetch patch credential injection architecture (2026)
See our Security Policy for responsible disclosure guidelines.
worldmonitor.app · docs.worldmonitor.app · finance.worldmonitor.app · commodity.worldmonitor.app