Announcing MCP Toolbox Java SDK v1.0: Agentic data access for the enterprise
cloud.google.com·6d ago

TL;DR
Perplexity developed CobbleDB, a custom key-value database, to reduce costs and improve performance compared to DynamoDB. The new database achieved a median batch-read latency of 5.6 milliseconds, significantly faster than its predecessor.
✦ Why It Matters
Consider building a custom database solution to optimize performance and reduce costs in your projects.
Key Takeaways
How It Works
CobbleDB separates long-term document storage from live search operations, using a three-tier architecture. It employs RocksDB for frequently accessed data and allows replicas to update independently, enhancing read performance and reliability.
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