
What Is Tiered Storage? Hot & Cold Storage for Databases
Learn what tiered storage is, why databases need hot and cold storage, and how it can keep historical data accessible without maintaining a second reporting system.
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Learn what tiered storage is, why databases need hot and cold storage, and how it can keep historical data accessible without maintaining a second reporting system.
Read postThe June 25 v0.5.4-rc.1 pre-release adds PostgreSQL-style INSERT RETURNING and ON CONFLICT upsert, a Live OKF Context Sync example for multi-client agent context, and CLI, auth, and test hardening across the stack.
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Modern apps produce huge amounts of data, but not all of it should stay hot forever. This post explores why object storage, Parquet, and hot/cold architecture are becoming key to keeping databases fast, scalable, and cost-efficient.
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KalamDB turns SQL queries into realtime subscriptions. Instead of polling or consuming raw change streams, clients receive a consistent snapshot first, then ordered live updates using sequence ids for replay, reconnects, and offline synchronization.
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KalamDB v0.5.3-rc.1 is the June 17 pre-release with kalam init/dev workflows, DataFusion 54, and 8.0% faster measured benchmark time.
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A personal story about user-owned data, real-time systems, and a different way to think about application architecture.
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KalamDB brings real-time SQL subscriptions, topic consumers, and per-user storage to PostgreSQL workflows — helping chat apps and AI agents share one live data plane without Redis, Kafka, or custom fan-out layers.
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I didn’t wake up one day thinking, “The world needs another database.” I actually tried not to build one.
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