Orchestra AI by Hyperdrift · Field notes
Databases
field notes.
Modelling agent state: managed Postgres against document stores, and the transactions each one supports.
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AI engineering / Databases and agent state
Lakebase vs MongoDB and Cosmos DB: which approach fits?
Compare Lakebase’s Postgres approach with MongoDB and Cosmos DB document models: relationships, transactions, use cases and when Databricks integration matters.
Illustrative decision guide