Fresh Data: Preventing Stale Cache Hallucinations

Data Integrity · updated Mon Feb 23

Cache invalidation steps for keeping agent outputs current.

Steps

  1. Enforce strict TTLs for cached outputs.
  2. Allow explicit fresh-fetch bypasses.
  3. Stamp observations with fetch timestamps.
  4. Cache only exact query matches via hashing.
  5. Bypass cache for recency-sensitive queries.

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