Feeds and normalization
Vendors aggregate spot markets, central bank communications, and lender rate sheets; engineers deduplicate symbols and handle holiday calendars.
Alerts without noise
Users want threshold pushes, not spam; backoff policies and digest modes keep engagement healthy.
Disclosures matter
Latency, source attribution, and “not investment advice” copy belong beside every chart—especially for retail audiences.
