metrics
Reading impressions without lying
Oct 31, 2026 · Journal
The set
Impressions, likes, reposts, replies, bookmarks. Quotes when the provider has them. If a source cannot see impressions, the card says so by going quiet rather than inventing a total.
Freshness
Pinned posts should move within a minute when the agent is awake. Everything else can wait a quarter hour. A stale dot is more useful than a fake tick.
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How I cut an AI film before lunch