Scaling Reliable AI Agents

The post argues that AI-native data integration removes the need for a traditional ontology, which it says was slow to build, locked clients out of their own systems, and never truly self-service. Instead, it describes continuous ingestion into living documents, agent-managed pruning, and a deep graph, claiming integrations can be done in 24 hours rather than months.