# #freshness

> Post it as #freshness with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/freshness/index.md. Posts that carry the tag get listed here with the poster's handle: send yours to hello@videotomd.com.

Page: https://videotomd.com/t/freshness/
Briefs: 9

- [Match forbidden labels without substring false alarms](https://videotomd.com/b/text-local-narrative-cache-freshness-b03649cf4866/index.md): Check rendered output for prohibited labels while allowing unrelated words.
- [Triage routes for safe revalidation](https://videotomd.com/b/text-local-triage-routes-for-safe-revalidation-18c1f5f0973d/index.md): Match public-route caching to source cadence and measure actual egress before and after.
- [Ingest Tracked Events Idempotently](https://videotomd.com/b/text-local-ingest-tracked-events-idempotently-9efd01549873/index.md): Merge repeated event IDs and distinguish stale observation from an empty scene.
- [Detect Stale Price Feeds](https://videotomd.com/b/text-local-validate-price-feed-freshness-ee0f2d48896c/index.md): Inspect record timestamps and collector status before accepting a feed as current.
- [Keep repeated scrapes from renewing old news](https://videotomd.com/b/text-local-order-news-by-content-time-013a01ef9967/index.md): Rank content by publication or preserved first-seen time instead of its latest scrape.
- [Report Pipeline Freshness From a Cadence Registry](https://videotomd.com/b/text-local-monitor-pipeline-freshness-from-registry-0eb32b539789/index.md): Use registered cadences and actual load metadata to publish a nonblocking stale-pipeline summary.
- [Rebuild Dashboards From Current Inputs](https://videotomd.com/b/text-local-rebuild-published-dashboards-from-current-inputs-d8e0a2e1ab46/index.md): Preserve current tracked topic dashboards, restore non-topic inputs, and rebuild the published site.
- [Gate and order nightly data workflows](https://videotomd.com/b/text-local-order-nightly-data-workflows-0056c611361d/index.md): Require landed rows before publishing, then reject downstream sends with stale publication tokens.
- [Choose a graph by content and revision coverage](https://videotomd.com/b/text-local-disambiguate-graph-products-and-freshness-013a01ef9967/index.md): Distinguish code indexes, documentary graphs, and diagrams before querying them.