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Cloudflare improved query performance by 35x on billion-row Postgres tables using TimescaleDB (Tiger Cloud), and built a real-time earthquake dashboard with Claude Code and Tiger CLI.
A developer built a real-time 3D satellite tracker using Tiger Cloud (TimescaleDB) and Claude Code, demonstrating the Tiger CLI MCP server for time-series data. The article also highlights Speedcast's production-scale use of the technology.
This article explains how TimescaleDB's hypercore engine achieves up to 98% compression for time-series data using columnar storage and specialized algorithms like delta encoding and Gorilla XOR, and contrasts it with PostgreSQL's TOAST.