System Architecture

5-Layer News Intelligence Platform

Every layer is deployed and operational. Each links to its live implementation.

LAYER
01

Multi-Source News Aggregation

Real-time crypto news from 130+ sources via two complementary APIs. CryptoNews API provides curated articles from major outlets with built-in sentiment scoring. Free Crypto News API provides broad coverage across 130+ sources with 662K+ historical articles, trending tickers, and sentiment data. Combined, they deliver comprehensive crypto news coverage without gaps.

Sources:130+
APIs:2
Historical:662K+
Update:Real-time
LAYER
02

AI Sentiment & Analysis Engine

Groq-powered inference analyzing news articles for sentiment, market impact, and trading implications. Per-article sentiment scoring, per-asset sentiment aggregation, contrarian alerts on sentiment extremes, and deep analysis summaries referencing specific articles and data points. Sub-2-second analysis generation.

AI Model:Groq (llama-3.1-8b)
Analysis:Per-article + aggregate
Latency:<2s
LAYER
03

Live Market Data Context

CoinGecko API integration covering 750+ cryptocurrencies and 600+ exchanges. Real-time prices, 24h and 7d changes, market cap, and volume displayed alongside news articles for instant correlation between coverage and price movement.

Assets:750+
Exchanges:600+
Data:CoinGecko (live)
LAYER
04

Discovery & Trending Intelligence

Automated trending analysis identifying most-discussed assets, sentiment shifts, and high-impact breaking news. Trending tickers extracted from article content. Sentiment shift alerts when aggregate mood changes rapidly. Breaking news surfacing based on multi-source coverage velocity.

Trending:Auto-extracted
Shifts:Real-time
Categories:8+
LAYER
05

Platform Infrastructure

Complete platform with user authentication, watchlists, API documentation, development log, system status, compliance framework, and legal pages. Every link leads to a built page.

Pages:14+
Auth:Email + OAuth
Legal:3
Status:Live
5Layers
130+Sources
750+Assets
YesAI Sentiment
3APIs
14+Pages
~$1/moInfrastructure