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Polynya
Turn your Postgres into workspaces for AI
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. It'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.
Top comment
I've been working in data engineer field for the past 4 years, and in every company that I've worked with, there is always the same pain: how to correctly and cheaply move data from OLTP to OLAP in near real time. So I decided to build what I think is the right solution for this problem. Polynya focuses on just Postgres and Iceberg, since I believe the industry has converged onto both of these as the standard for data: Postgres for OLTP, Iceberg for OLAP. I have also open-sourced the heart of Polynya: pg2iceberg (https://pg2iceberg.dev/). Polynya extends on pg2iceberg by providing persistent workspaces on top of ephemeral ClickHouse so you can feel the magic of this architecture with just a fraction of the cost of running traditional data replication stack that does the same thing.
About Polynya on Product Hunt
“Turn your Postgres into workspaces for AI”
Polynya was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #143 on the daily leaderboard. 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. It'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.
On the analytics side, Polynya competes within Tech, Data & Analytics and Data — topics that collectively have 630.3k followers on Product Hunt. The dashboard above tracks how Polynya performed against the three products that launched closest to it on the same day.
Who hunted Polynya?
Polynya was hunted by Hasyimi Bahrudin. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Polynya including community comment highlights and product details, visit the product overview.