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Query Provenance Store: The Accountability Layer for AI Agent Decisions

When an agent makes a decision, you should be able to see exactly what it saw — and whether reality has changed since. Introducing QPS, a companion spec to TMS.

January 17, 20267 min readFahad Baig
ai-infrastructureagent-systemsdata-architectureaccountability