
Streaming on-chain DEX swaps over WebSocket without reconnect bugs
Build a resilient WebSocket subscriber for the SiftingIO dex product: chain:PAIR symbols, the auth handshake, last-cached-then-live emits, and a 60s ping.
Engineering deep-dives, market analysis, and product updates from the SiftingIO team. How we build real-time market data infrastructure across crypto, FX, and equities.

Build a resilient WebSocket subscriber for the SiftingIO dex product: chain:PAIR symbols, the auth handshake, last-cached-then-live emits, and a 60s ping.

Get real-time forex prices in Python: a requests call for a snapshot, a websockets feed for live updates, the official siftingio SDK with sync and async clients, and buffering ticks into a pandas DataFrame.

Gold and oil spot prices from one API call. How SiftingIO symbols commodities (XAUUSD, WTIUSD), how to read a last trade or quote, and how the published price is aggregated across venues.

A DEX has no last-price field. Getting a usable price and volume means pool math, decimals, token ordering, and swap-log parsing behind an RPC node. Here is what that takes and the one-call alternative.

REST or WebSocket for live market data? A plain guide to how each works, when to pull on demand versus stream, why fast polling scales badly, and how to use both together.
How to diff 13F-HR holdings between reporting cycles using SiftingIO, find new positions, exits, and meaningful size changes.

The 7 C commodities are coffee, corn, cotton, copper, crude oil, cocoa, and cattle. A plain guide to what the seven mean, why they are grouped, and how to track their prices.

A plain guide to getting live forex prices from SiftingIO: a single request for the current rate, or a live feed that updates on its own as the market moves.

How to pull scheduled US economic events from one endpoint and align them with OHLCV bars so a backtest knows when CPI, NFP, and FOMC actually hit.