Crypto Analytics Platform
Frameworx
Multi-source crypto analytics platform aggregating market, on-chain, prediction-market, and social signals into one analysis surface.
DockerPostgresWebSocketsNginxCloudflareAI ensembles
frameworx.site The problem
Crypto research is spread across a dozen dashboards — price, on-chain flows, prediction markets, and social chatter all live in different tools, and none of them talk to each other. I wanted one surface where a signal from any of those sources could be evaluated against the others in real time.
How it's built
- Ingestion workers pull CoinGecko, TokenMetrics, DefiLlama, Polymarket, and X/ScrapingDog feeds on independent schedules
- Postgres as the single store, with normalized asset identifiers so cross-source joins are cheap
- An AI ensemble layer scores each asset from multiple model outputs rather than a single prompt
- WebSocket fan-out pushes live updates to the client without polling
- Geopolitical risk overlays derived from prediction-market and news signals
- Self-hosted on a Hostinger KVM2 VPS: Docker Compose, Nginx TLS termination, Certbot renewals, Cloudflare DNS, nightly off-box pg_dump
Architecture
X / ScrapingDog ─┐
CoinGecko ───────┤
TokenMetrics ────┼──> ingest workers ──> Postgres ──> AI ensemble
DefiLlama ───────┤ │ │
Polymarket ──────┘ └──> WebSocket fan-out ──> web client
[ Cloudflare DNS ] -> [ Nginx + Certbot ] -> [ Docker Compose on KVM2 VPS ]
└─> nightly pg_dump -> off-boxOutcome
Moving off managed Postgres cut recurring cost substantially and removed the connection-limit ceiling that throttled the ingestion workers. The stack is boring on purpose: one VPS, one compose file, automated certs and backups.