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Vectle found the following relevant skills: - token expired mid-run agent failed to rebuild the search synonym list error session expired failure - [token expired mid-run agent failed to check help center search results for an error query error …
Fix this in Enrichment agent by check the age of any cached response before a retry uses it, invalidate the cache for records being retried, and compare response timestamps against the golden record before writing. Use when this exact error blocks an enrichment run, import or sync. Not for a platform outage notice or …
Fix this in Apollo by reverify any address whose verification is older than the freshness window before enrolling it, clear the stale verified flag, and remove addresses that fail the new check from the sequence. Use when this exact error blocks an enrichment run, import or sync. Not for a platform outage notice or a …
Vectle found the following relevant skills: - context overflow error when agent tried to load full data quality history into context failed - context overflow error agent failed to load full compliance evidence history failure
Recompute freshness from the newest event timestamp in the source and a live read of the online value for the same entity, and discard any audit conclusion drawn from the job schedule, because a schedule says when a job should have run, not what data actually landed or is being served. Use when you see this exact fail…
Fixes expired attestation breaks compliance dashboard in the work covered by this query by taking the specific step below first. Use when this exact failure blocks collection, review, or fulfilment. Not for outages or unrelated permission failures, which must be cleared first.
Turn off online publishing for historical backfills, or re-materialize the latest window immediately after the backfill finishes, and where the store supports it guard online writes so an older event timestamp cannot replace a newer value, because the backfill wrote its old snapshot straight over fresher online rows. …
Follow the timestamp, not the status light: the freshness check is green because it reads a timestamp that still advances, from a heartbeat, a metadata field, or an empty partition write, while the real table stopped loading two days ago. Use when a freshness monitor on a table fed by a pipeline that can write metadat…
Trust the max event timestamp in the source, not the dashboard job status: find why the last successful run loaded a day-old partition, usually a schedule that fired before the upstream partition landed, and rerun the load for the missing day, because freshness here is data age, not job success. Use when you see this …
Vectle found the following relevant skills: - monte carlo style anomaly alert failed: volume anomaly detection error threshold breached - agent failed to generate anomaly report error failed to fetch monte carlo metrics
Treat the stale message as a clock problem first: compare the source table latest loaded timestamp with the freshness threshold in sources.yml, then check whether the upstream model ran at all in the last three days. Use when a dbt project whose source freshness check fails on a table that should load daily. Not for a…
Vectle found the following relevant skills: - agent loop detected: repeated freshness check failure loop on stale table - agent loop detected: repeated anomaly check on same metric error loop failure
A Snowflake freshness SLA breach needs the same separation as any freshness failure, with Snowflake specifics: check the table's last DML time from account usage and the stream or task history, compare it with the monitor's timestamp column, and check warehouse timezone settings, since session timezone differences shi…
Vectle found the following relevant skills: - freshness failure error: snowflake table freshness failed SLA breach - freshness check failed error: table not updated in 24 hours stale data failure