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$ show BigBodyCobain/Shadowbroker

[account ↗] [repo ↗] APPLICATION ★ 11314 1804 ● maintained (last update 6 days ago)
reviewed by: nvidia/nemotron-3-super-120b-a12b

Shadowbroker is a full-stack intelligence platform that aggregates real-time OSINT data from 60+ public sources into a geospatial dashboard with secure mesh networking capabilities. The architecture consists of a Next.js/React frontend with MapLibre GL visualization, a Python/FastAPI backend handling data fetching and mesh protocols, and a Tauri-based desktop application for local operation. Key features include aircraft/ship/satellite tracking, encrypted Wormhole messaging, InfoNet reputation/governance system, Agentic AI channel for automated analysis, OSINT reconnaissance tools, and time machine snapshot playback. The platform emphasizes security through SSRF protection, HMAC authentication, and privacy-preserving mesh communications while providing extensibility via toggleable data layers and plugin-like agent skills.

RATING8.1/10
QUALITY8.2/10
MAINTENANCEmaintained
DRIFTmedium
CONTRIBUTORS34
VELOCITY1.00
OPEN ISSUES0
CLOSED ISSUES206
LAST COMMIT6 days ago
Files by Type (count)
Python
648
TypeScript
233
TSX
107
JSON
42
Markdown
24
YAML
16
Other (.png)
14
Shell
13
Rust
13
Other (.pbf)
12
PowerShell
9
Other (.cjs)
9
Files by Type (size)
JSON
14MB
Python
7MB
TSX
2MB
Other (.geojson)
1MB
TypeScript
1MB
Other (.wasm)
1MB
Lock File
894KB
Other (.pbf)
343KB
Rust
263KB
Other (.icns)
217KB
Other (.png)
206KB
Markdown
191KB

The LLM identified 5 files worth highlighting for reuse:

Implements robust Server-Side Request Forgery protection through URL validation, internal IP blocking, and allowlist/denylist filtering. This isolated security component demonstrates expertise in defending against a critical web vulnerability and could be easily extracted for use in any application making external HTTP requests.

file: backend/services/ssrf_guard.py ↗ | tags: #security-pattern #input-validation #ssrf-protection

Provides a sophisticated retry decorator with exponential backoff and jitter to prevent thundering herd problems when handling transient network failures. This reusable pattern shows advanced understanding of distributed systems reliability and could be applied to any external API integration scenario.

file: backend/services/fetchers/retry.py ↗ | tags: #resilience-pattern #exponential-backoff #network-reliability

Implements a thread-safe data store with freshness tracking and lock-protected updates to coordinate between multiple data fetcher services and consumers. This sophisticated state management solution demonstrates expertise in concurrent data handling and could be reused in other applications requiring coordinated data updates from multiple sources.

file: backend/services/fetchers/_store.py ↗ | tags: #state-management #thread-safety #data-coordination

Custom React hook that optimizes data polling based on viewport changes, reducing unnecessary API calls while maintaining real-time map updates. This encapsulates a non-obvious performance pattern for geospatial applications and could be extracted for use in other mapping or visualization tools requiring efficient data refresh strategies.

file: frontend/src/hooks/useDataPollingViewport.ts ↗ | tags: #react-hook #performance-optimization #viewport-tracking

Demonstrates advanced browser threading by offloading cryptographic operations to Web Workers with a promise-based request/response mapping system. This pattern maintains UI responsiveness during CPU-intensive cryptographic tasks and could be adapted for other browser-based applications requiring secure computation off the main thread.

file: frontend/src/mesh/meshDmWorkerClient.ts ↗ | tags: #web-worker #threading-pattern #crypto-offloading
Last analyzed: 2026-10-14 00:31:32.170866
Next check: 2026-11-13 00:31:32.013613
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