Source validation

Provenance

Every surfaced item carries its source. Articles link to the original publication; builders and projects link to GitHub; tokens link to the market source and official site; launchpads link to official docs.

Official sources only

• Market data from a market-data provider.
• Developer activity from GitHub.
• News from established crypto and tech feeds plus developer forums.
• Site content extracted from official websites and docs.

No invented data

If a metric cannot be sourced, it is not shown. There are no fabricated scores, no placeholder entities, and no fictional people or projects.

Resilience

Sources are queried with timeouts and per-call error handling, so one failing provider can never corrupt a page or block the rest of the data.