Data Freshness

Read freshness as decision context, not as a guarantee.

Freshness labels tell you when the current site or feed snapshot was seen. They do not prove that upstream sources, local assets, scanners, or vendor pages have nothing newer.

Fresh

Usefulgood for triage, still validate source and assets

Stale

Cautioncheck original sources before reporting or acting

Degraded

Partialcounts and queues may be incomplete

Unknown

Validatemissing timestamps should slow decisions down

What freshness labels should change

Fresh data can guide the next step

Use fresh queues for triage order, owner questions, and source review. Still confirm affected version, exposure, patch path, and business impact.

Stale data needs source checks

If a source or page looks stale, open vendor, NVD, CISA, distro, or product-owner evidence before creating deadlines or public summaries.

Degraded state makes counts partial

When a feed is degraded, avoid interpreting low counts, empty cards, or missing records as absence of risk.

Cached data is orientation

Cached snapshots preserve workflow continuity, but they may not include new exploit notes, fixed versions, rejected records, or superseding guidance.

Record freshness differs from page freshness

A page can be newly rendered while one record is old. Check published, first seen, last seen, and source update dates separately.

Local freshness is separate

Saved notes, compare queues, and exported briefings reflect your browser state. They do not update automatically with asset inventory or ticket status.

When freshness should block action

Block urgent claims

Do not report an empty urgent queue as low risk when Status shows degraded, stale, unavailable, or unknown source state.

Block closure

Do not close a finding from a stale scanner, stale portal record, missing vendor update, or old owner response alone.

Block leadership certainty

Use language like "current portal view shows" until source freshness and local evidence support stronger statements.

Best next move: when freshness is unclear, open Status and Source Analytics, then validate original source links before turning the view into tickets or reports.