Public dataset
Feeds & machine-readable exports
Production AI Institute publishes the public record for syndication, research, and agent tooling. All feeds are free to read; please cite records using the on-page “Cite this record” block or our citation guide.
RSS feeds
- All records
Graph events + recent insights
https://www.productionai.institute/feed.xml - Incidents
Published incident registry
https://www.productionai.institute/feed/incidents.xml - Today
Newest dated graph records
https://www.productionai.institute/feed/today.xml - Policy changes
AI data-use and policy watch
https://www.productionai.institute/feed/policy-changes.xml
JSON export
/api/public/records returns all published graph events with URLs, confidence, source counts, and a weeklyDiff slice for the last seven days. Cached for one hour.
LLM discovery
llms.txt describes record surfaces for AI crawlers. Regenerate after major route changes with npm run regenerate:llms-txt.