Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
Implement a background task to refresh the cache before the TTL expires to avoid sudden spikes in latency.
### 5. Monitoring and Metrics
Integrate monitoring and metrics to track cache performance and identify areas for improvement.
### 6…
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.