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Gemini Executive Synthesis

Polynya: Data platform to turn Postgres into workspaces for AI, streaming real-time data to Iceberg and providing ephemeral ClickHouse instances.

Technical Positioning
Solves the problem of expensive 24/7 data warehouses for AI agents by providing ephemeral, real-time data workspaces from Postgres to Iceberg, with ClickHouse instances on demand, simplifying complex data pipelines (Kafka, Debezium, Flink) into one command. Built on pg2iceberg.
SaaS Insight & Market Implications
Polynya addresses a critical infrastructure challenge for AI agents: providing cost-effective, real-time data access without the overhead of always-on data warehouses. By leveraging ephemeral ClickHouse instances and streaming data from Postgres to Iceberg, it offers a scalable and efficient solution for dynamic data needs. The simplification of complex data pipelines (Kafka, Debezium, Flink) into a single command significantly reduces operational complexity and developer effort. This platform targets a growing market need for optimized data infrastructure supporting AI workloads, promising substantial cost savings and improved agility for data-intensive applications. Its CLI-first approach indicates a focus on developer experience and automation.
Proprietary Technical Taxonomy
Postgres workspaces for AI real-time data data warehouse ephemeral data warehouse Iceberg ClickHouse instance persistent workspaces

Raw Developer Origin & Technical Request

Source Icon Hacker News Apr 27, 2026
Show HN: Polynya – Turn your Postgres into workspaces for AI

The idea is simple: AI agents need real-time data to be useful. But streaming real-time data into your data warehouse means you need the data warehouse to be up 24/7. This is expensive and wasteful. What if you could spin up an ephemeral data warehouse only when your agent needs it, and get real-time data at the same time?The solution: Polynya replicates your data into Iceberg, and gives your agent an ephemeral ClickHouse instance on demand. Polynya also provides persistent workspaces — collections of views that survive across sessions. So from your agent's point of view, it's a 24/7 data warehouse.At its core, Polynya is a data platform for streaming real-time data from Postgres to Iceberg. But instead of spending hours setting up costly and complex pipelines involving Kafka, Debezium, Flink, etc., Polynya lets you do this with just one command:npx polynya createIt's currently free on early access, so do try it out and give me any feedback! Currently there is no web dashboard yet (coming soon), you interact with it 100% through CLI.P.S. Polynya is built on top of pg2iceberg, the open source Postgres to Iceberg replication tool I've been building for the past few weeks: pg2iceberg.dev

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Data Warehouse