Data freshness

Live by default

Every product page is rendered on demand from live sources. Nothing on a page is baked in at build time.

Refresh cadence

• Markets — about a minute.
• News & narratives — minutes.
• Builders & projects — around ten minutes.
• Site enrichment — hours (site content changes slowly).

Caching

Responses are cached per source with a time-to-live tuned to how fast each signal changes. The first request after a window expires refreshes the data; subsequent requests are served instantly from cache.

Graceful degradation

If a source is temporarily unavailable, the affected section shows an empty or error state — never stale fabricated data.