Your AI Cache Is Confidently Wrong — Here's How We're Fixing It (opens in new tab)

Last week we shared how Memzent AI avoids paying twice for the same LLM answer. A community member dropped the exact right challenge: "The next challenge is usually invalidation. If the repo, policy, or user preference changes, the memory layer has to know when a similar answer is no longer a safe answer." They're right. And we're solving it. The Real Problem A stale cache isn't a performance bug — it's a business liability. Your refund policy changes from 30 days → 14 days. Your AI keeps tel...